In [1]:
import pandas as pd
In [2]:
df=pd.read_csv("D:/DATA SETS/online_retail_sales_dataset.csv")
In [4]:
df.head()
Out[4]:
transaction_id timestamp customer_id product_id product_category quantity price discount payment_method customer_age customer_gender customer_location total_amount
0 1 2023-01-01 00:00:00 1993 915 Home & Kitchen 8 103.30 0.23 Gift Card 27 Female North America 636.33
1 2 2023-01-01 00:01:00 3474 553 Clothing 9 180.28 0.31 Gift Card 53 Other South America 1119.54
2 3 2023-01-01 00:02:00 4564 248 Beauty & Personal Care 7 81.58 0.27 Debit Card 34 Other North America 416.87
3 4 2023-01-01 00:03:00 1133 948 Clothing 3 235.20 0.00 Debit Card 50 Other Australia 705.60
4 5 2023-01-01 00:04:00 3626 284 Books 9 453.00 0.34 Credit Card 23 Female Australia 2690.82
In [5]:
df.info()
<class 'pandas.core.frame.DataFrame'>
RangeIndex: 1000000 entries, 0 to 999999
Data columns (total 13 columns):
 #   Column             Non-Null Count    Dtype  
---  ------             --------------    -----  
 0   transaction_id     1000000 non-null  int64  
 1   timestamp          1000000 non-null  object 
 2   customer_id        1000000 non-null  int64  
 3   product_id         1000000 non-null  int64  
 4   product_category   1000000 non-null  object 
 5   quantity           1000000 non-null  int64  
 6   price              1000000 non-null  float64
 7   discount           1000000 non-null  float64
 8   payment_method     1000000 non-null  object 
 9   customer_age       1000000 non-null  int64  
 10  customer_gender    1000000 non-null  object 
 11  customer_location  1000000 non-null  object 
 12  total_amount       1000000 non-null  float64
dtypes: float64(3), int64(5), object(5)
memory usage: 99.2+ MB
In [7]:
df.columns
Out[7]:
Index(['transaction_id', 'timestamp', 'customer_id', 'product_id',
       'product_category', 'quantity', 'price', 'discount', 'payment_method',
       'customer_age', 'customer_gender', 'customer_location', 'total_amount'],
      dtype='object')
In [6]:
#starting with ABC analysis
In [8]:
columns_use=['timestamp','product_id',
       'product_category', 'quantity', 'price', 'discount'
    , 'customer_location', 'total_amount']
In [13]:
df1 = df1.sort_values(by='timestamp')
In [15]:
df1.describe()
Out[15]:
product_id quantity price discount total_amount
count 1000000.000000 1000000.000000 1000000.000000 1000000.000000 1000000.000000
mean 549.804766 5.003086 252.445705 0.250204 946.839858
std 259.848068 2.581004 142.868633 0.144384 810.902205
min 100.000000 1.000000 5.000000 0.000000 2.560000
25% 325.000000 3.000000 128.690000 0.130000 297.180000
50% 550.000000 5.000000 252.700000 0.250000 715.710000
75% 775.000000 7.000000 375.990000 0.380000 1397.750000
max 999.000000 9.000000 500.000000 0.500000 4496.130000
In [23]:
import numpy as np

# Calculate total sales value for each product
df1['sales_value'] = df1['quantity'] * df1['price'] * (1 - df1['discount'])

# Sort the products by total sales value in descending order
total_sales_by_product = df1.groupby('product_id').agg(
    total_sales_value=('sales_value', 'sum'),
    total_quantity=('quantity', 'sum')
).reset_index()
In [17]:
#withresepect to value i am classifying to abc analysis
In [25]:
# Sort by total sales value in descending order
total_sales_by_product = total_sales_by_product.sort_values(by='total_sales_value', ascending=False)

# Calculate cumulative percentage of sales
total_sales_value_sum = total_sales_by_product['total_sales_value'].sum()
total_sales_by_product['cumulative_sales_percent'] = total_sales_by_product['total_sales_value'].cumsum() / total_sales_value_sum

# Classify products into A (top 20%), B (next 30%), and C (remaining 50%)
conditions = [
    total_sales_by_product['cumulative_sales_percent'] <= 0.20,  # Top 20% sales = A class
    total_sales_by_product['cumulative_sales_percent'] <= 0.50  # Next 30% sales = B class
]
choices = ['A', 'B']
total_sales_by_product['ABC_class'] = np.select(conditions, choices, default='C')

# View the result
print(total_sales_by_product.head())
     product_id  total_sales_value  total_quantity  cumulative_sales_percent  \
630         730       1.175183e+06            6026                  0.001241   
687         787       1.159605e+06            5945                  0.002466   
685         785       1.159605e+06            6017                  0.003691   
868         968       1.157691e+06            5971                  0.004913   
468         568       1.157641e+06            5974                  0.006136   

    ABC_class  
630         A  
687         A  
685         A  
868         A  
468         A  
In [29]:
import pandas as pd

# Define the file path with file name and extension
file_path = 'D:/DATA SETS/total_sales_by_product.xlsx'

# Save the DataFrame to an Excel file
total_sales_by_product.to_excel(file_path, index=False)

# Print the first few rows of the DataFrame to verify
print(total_sales_by_product.head())
     product_id  total_sales_value  total_quantity  cumulative_sales_percent  \
630         730       1.175183e+06            6026                  0.001241   
687         787       1.159605e+06            5945                  0.002466   
685         785       1.159605e+06            6017                  0.003691   
868         968       1.157691e+06            5971                  0.004913   
468         568       1.157641e+06            5974                  0.006136   

    ABC_class  
630         A  
687         A  
685         A  
868         A  
468         A  
In [ ]:
#from the analysis it is understood that all items carry almost equal weightage 
In [31]:
total_sales = total_sales_by_product['total_sales_value'].sum()

# Calculate total sales percentage for each product
total_sales_by_product['total_sales_percentage'] = (total_sales_by_product['total_sales_value'] / total_sales) * 100

print(total_sales_by_product)
     product_id  total_sales_value  total_quantity  cumulative_sales_percent  \
630         730       1.175183e+06            6026                  0.001241   
687         787       1.159605e+06            5945                  0.002466   
685         785       1.159605e+06            6017                  0.003691   
868         968       1.157691e+06            5971                  0.004913   
468         568       1.157641e+06            5974                  0.006136   
..          ...                ...             ...                       ...   
651         751       9.446335e+05            4978                  0.996050   
486         586       9.399476e+05            5101                  0.997043   
896         996       9.364156e+05            5181                  0.998032   
866         966       9.357626e+05            5210                  0.999020   
775         875       9.279527e+05            4957                  1.000000   

    ABC_class  total_sales_percentage  
630         A                0.124116  
687         A                0.122471  
685         A                0.122471  
868         A                0.122269  
468         A                0.122264  
..        ...                     ...  
651         C                0.099767  
486         C                0.099272  
896         C                0.098899  
866         C                0.098830  
775         C                0.098005  

[900 rows x 6 columns]
In [32]:
import matplotlib.pyplot as plt

# Plot the histogram for total sales percentage
plt.figure(figsize=(10, 6))
plt.hist(total_sales_by_product['total_sales_percentage'], bins=10, edgecolor='k', alpha=0.7)
plt.title('Histogram of Total Sales Percentage')
plt.xlabel('Total Sales Percentage')
plt.ylabel('Frequency')
plt.grid(True)
plt.show()
In [33]:
#no much difference so every item is crucial
In [34]:
!pip install prophet
Collecting prophet
  Obtaining dependency information for prophet from https://files.pythonhosted.org/packages/24/2b/834e9a347f2f0161e32a3c6125b8a1ebdf6ac33199a0ed3a0bdf1f0c296f/prophet-1.1.5-py3-none-win_amd64.whl.metadata
  Downloading prophet-1.1.5-py3-none-win_amd64.whl.metadata (3.6 kB)
Collecting cmdstanpy>=1.0.4 (from prophet)
  Obtaining dependency information for cmdstanpy>=1.0.4 from https://files.pythonhosted.org/packages/5d/12/6522f3de83ca690aa52f4b8c88a1e203abb1e2d75c31669dc004949143cd/cmdstanpy-1.2.4-py3-none-any.whl.metadata
  Downloading cmdstanpy-1.2.4-py3-none-any.whl.metadata (4.1 kB)
Requirement already satisfied: numpy>=1.15.4 in c:\users\karth\anaconda3\lib\site-packages (from prophet) (1.24.3)
Requirement already satisfied: matplotlib>=2.0.0 in c:\users\karth\anaconda3\lib\site-packages (from prophet) (3.7.2)
Requirement already satisfied: pandas>=1.0.4 in c:\users\karth\anaconda3\lib\site-packages (from prophet) (2.0.3)
Collecting holidays>=0.25 (from prophet)
  Obtaining dependency information for holidays>=0.25 from https://files.pythonhosted.org/packages/37/2f/f7159c69b6d3c7a9c1877bdd9466fad3cf091e7f66bfaf2eb89e54b5a5fa/holidays-0.56-py3-none-any.whl.metadata
  Downloading holidays-0.56-py3-none-any.whl.metadata (25 kB)
Requirement already satisfied: tqdm>=4.36.1 in c:\users\karth\anaconda3\lib\site-packages (from prophet) (4.65.0)
Collecting importlib-resources (from prophet)
  Obtaining dependency information for importlib-resources from https://files.pythonhosted.org/packages/e1/6a/4604f9ae2fa62ef47b9de2fa5ad599589d28c9fd1d335f32759813dfa91e/importlib_resources-6.4.5-py3-none-any.whl.metadata
  Downloading importlib_resources-6.4.5-py3-none-any.whl.metadata (4.0 kB)
Collecting stanio<2.0.0,>=0.4.0 (from cmdstanpy>=1.0.4->prophet)
  Obtaining dependency information for stanio<2.0.0,>=0.4.0 from https://files.pythonhosted.org/packages/56/87/37a80e4d5bd453c33262d8fb618b6840fd98d24ed08e046a4a9b10177fa3/stanio-0.5.1-py3-none-any.whl.metadata
  Downloading stanio-0.5.1-py3-none-any.whl.metadata (1.6 kB)
Requirement already satisfied: python-dateutil in c:\users\karth\anaconda3\lib\site-packages (from holidays>=0.25->prophet) (2.8.2)
Requirement already satisfied: contourpy>=1.0.1 in c:\users\karth\anaconda3\lib\site-packages (from matplotlib>=2.0.0->prophet) (1.0.5)
Requirement already satisfied: cycler>=0.10 in c:\users\karth\anaconda3\lib\site-packages (from matplotlib>=2.0.0->prophet) (0.11.0)
Requirement already satisfied: fonttools>=4.22.0 in c:\users\karth\anaconda3\lib\site-packages (from matplotlib>=2.0.0->prophet) (4.25.0)
Requirement already satisfied: kiwisolver>=1.0.1 in c:\users\karth\anaconda3\lib\site-packages (from matplotlib>=2.0.0->prophet) (1.4.4)
Requirement already satisfied: packaging>=20.0 in c:\users\karth\anaconda3\lib\site-packages (from matplotlib>=2.0.0->prophet) (23.1)
Requirement already satisfied: pillow>=6.2.0 in c:\users\karth\anaconda3\lib\site-packages (from matplotlib>=2.0.0->prophet) (9.4.0)
Requirement already satisfied: pyparsing<3.1,>=2.3.1 in c:\users\karth\anaconda3\lib\site-packages (from matplotlib>=2.0.0->prophet) (3.0.9)
Requirement already satisfied: pytz>=2020.1 in c:\users\karth\anaconda3\lib\site-packages (from pandas>=1.0.4->prophet) (2023.3.post1)
Requirement already satisfied: tzdata>=2022.1 in c:\users\karth\anaconda3\lib\site-packages (from pandas>=1.0.4->prophet) (2023.3)
Requirement already satisfied: colorama in c:\users\karth\anaconda3\lib\site-packages (from tqdm>=4.36.1->prophet) (0.4.6)
Requirement already satisfied: six>=1.5 in c:\users\karth\anaconda3\lib\site-packages (from python-dateutil->holidays>=0.25->prophet) (1.16.0)
Downloading prophet-1.1.5-py3-none-win_amd64.whl (13.3 MB)
   ---------------------------------------- 0.0/13.3 MB ? eta -:--:--
   ---------------------------------------- 0.0/13.3 MB 991.0 kB/s eta 0:00:14
   ---------------------------------------- 0.1/13.3 MB 871.5 kB/s eta 0:00:16
    --------------------------------------- 0.2/13.3 MB 1.3 MB/s eta 0:00:11
    --------------------------------------- 0.3/13.3 MB 1.7 MB/s eta 0:00:08
   - -------------------------------------- 0.5/13.3 MB 2.1 MB/s eta 0:00:07
   - -------------------------------------- 0.7/13.3 MB 2.3 MB/s eta 0:00:06
   -- ------------------------------------- 0.8/13.3 MB 2.4 MB/s eta 0:00:06
   -- ------------------------------------- 0.9/13.3 MB 2.6 MB/s eta 0:00:05
   --- ------------------------------------ 1.0/13.3 MB 2.5 MB/s eta 0:00:06
   --- ------------------------------------ 1.2/13.3 MB 2.6 MB/s eta 0:00:05
   ---- ----------------------------------- 1.4/13.3 MB 2.8 MB/s eta 0:00:05
   ---- ----------------------------------- 1.6/13.3 MB 2.9 MB/s eta 0:00:05
   ----- ---------------------------------- 1.8/13.3 MB 3.1 MB/s eta 0:00:04
   ------ --------------------------------- 2.2/13.3 MB 3.3 MB/s eta 0:00:04
   ------- -------------------------------- 2.4/13.3 MB 3.4 MB/s eta 0:00:04
   -------- ------------------------------- 2.7/13.3 MB 3.7 MB/s eta 0:00:03
   -------- ------------------------------- 2.9/13.3 MB 3.7 MB/s eta 0:00:03
   --------- ------------------------------ 3.2/13.3 MB 3.7 MB/s eta 0:00:03
   --------- ------------------------------ 3.3/13.3 MB 3.7 MB/s eta 0:00:03
   ---------- ----------------------------- 3.6/13.3 MB 3.8 MB/s eta 0:00:03
   ----------- ---------------------------- 3.8/13.3 MB 3.9 MB/s eta 0:00:03
   ------------ --------------------------- 4.0/13.3 MB 3.9 MB/s eta 0:00:03
   ------------ --------------------------- 4.3/13.3 MB 3.9 MB/s eta 0:00:03
   ------------- -------------------------- 4.4/13.3 MB 4.0 MB/s eta 0:00:03
   ------------- -------------------------- 4.5/13.3 MB 3.8 MB/s eta 0:00:03
   -------------- ------------------------- 4.7/13.3 MB 3.8 MB/s eta 0:00:03
   -------------- ------------------------- 4.8/13.3 MB 3.8 MB/s eta 0:00:03
   -------------- ------------------------- 4.8/13.3 MB 3.6 MB/s eta 0:00:03
   -------------- ------------------------- 4.9/13.3 MB 3.6 MB/s eta 0:00:03
   --------------- ------------------------ 5.0/13.3 MB 3.6 MB/s eta 0:00:03
   --------------- ------------------------ 5.2/13.3 MB 3.6 MB/s eta 0:00:03
   --------------- ------------------------ 5.3/13.3 MB 3.5 MB/s eta 0:00:03
   ---------------- ----------------------- 5.5/13.3 MB 3.5 MB/s eta 0:00:03
   ----------------- ---------------------- 5.8/13.3 MB 3.7 MB/s eta 0:00:03
   ------------------ --------------------- 6.0/13.3 MB 3.7 MB/s eta 0:00:02
   ------------------ --------------------- 6.2/13.3 MB 3.7 MB/s eta 0:00:02
   ------------------- -------------------- 6.4/13.3 MB 3.7 MB/s eta 0:00:02
   ------------------- -------------------- 6.6/13.3 MB 3.7 MB/s eta 0:00:02
   -------------------- ------------------- 6.8/13.3 MB 3.8 MB/s eta 0:00:02
   -------------------- ------------------- 7.0/13.3 MB 3.8 MB/s eta 0:00:02
   --------------------- ------------------ 7.2/13.3 MB 3.8 MB/s eta 0:00:02
   ---------------------- ----------------- 7.4/13.3 MB 3.8 MB/s eta 0:00:02
   ---------------------- ----------------- 7.5/13.3 MB 3.8 MB/s eta 0:00:02
   ----------------------- ---------------- 7.8/13.3 MB 3.8 MB/s eta 0:00:02
   ----------------------- ---------------- 7.9/13.3 MB 3.8 MB/s eta 0:00:02
   ----------------------- ---------------- 7.9/13.3 MB 3.8 MB/s eta 0:00:02
   ----------------------- ---------------- 7.9/13.3 MB 3.8 MB/s eta 0:00:02
   ----------------------- ---------------- 7.9/13.3 MB 3.8 MB/s eta 0:00:02
   ----------------------- ---------------- 8.0/13.3 MB 3.5 MB/s eta 0:00:02
   -------------------------- ------------- 8.9/13.3 MB 3.8 MB/s eta 0:00:02
   --------------------------- ------------ 9.1/13.3 MB 3.8 MB/s eta 0:00:02
   --------------------------- ------------ 9.2/13.3 MB 3.8 MB/s eta 0:00:02
   ---------------------------- ----------- 9.5/13.3 MB 3.8 MB/s eta 0:00:02
   ----------------------------- ---------- 9.7/13.3 MB 3.9 MB/s eta 0:00:01
   ----------------------------- ---------- 9.9/13.3 MB 3.9 MB/s eta 0:00:01
   ----------------------------- ---------- 10.0/13.3 MB 3.8 MB/s eta 0:00:01
   ------------------------------ --------- 10.2/13.3 MB 3.9 MB/s eta 0:00:01
   ------------------------------- -------- 10.4/13.3 MB 4.0 MB/s eta 0:00:01
   ------------------------------- -------- 10.4/13.3 MB 3.9 MB/s eta 0:00:01
   ------------------------------- -------- 10.6/13.3 MB 4.0 MB/s eta 0:00:01
   -------------------------------- ------- 10.8/13.3 MB 4.0 MB/s eta 0:00:01
   -------------------------------- ------- 10.8/13.3 MB 4.0 MB/s eta 0:00:01
   -------------------------------- ------- 10.8/13.3 MB 4.0 MB/s eta 0:00:01
   --------------------------------- ------ 11.2/13.3 MB 3.9 MB/s eta 0:00:01
   ---------------------------------- ----- 11.5/13.3 MB 4.1 MB/s eta 0:00:01
   ----------------------------------- ---- 11.7/13.3 MB 4.0 MB/s eta 0:00:01
   ----------------------------------- ---- 11.9/13.3 MB 4.0 MB/s eta 0:00:01
   ------------------------------------ --- 12.2/13.3 MB 4.0 MB/s eta 0:00:01
   ------------------------------------- -- 12.4/13.3 MB 4.0 MB/s eta 0:00:01
   ------------------------------------- -- 12.6/13.3 MB 4.0 MB/s eta 0:00:01
   -------------------------------------- - 12.8/13.3 MB 4.0 MB/s eta 0:00:01
   ---------------------------------------  13.0/13.3 MB 4.0 MB/s eta 0:00:01
   ---------------------------------------  13.2/13.3 MB 4.0 MB/s eta 0:00:01
   ---------------------------------------  13.3/13.3 MB 4.0 MB/s eta 0:00:01
   ---------------------------------------  13.3/13.3 MB 4.0 MB/s eta 0:00:01
   ---------------------------------------  13.3/13.3 MB 4.0 MB/s eta 0:00:01
   ---------------------------------------  13.3/13.3 MB 4.0 MB/s eta 0:00:01
   ---------------------------------------- 13.3/13.3 MB 3.7 MB/s eta 0:00:00
Downloading cmdstanpy-1.2.4-py3-none-any.whl (94 kB)
   ---------------------------------------- 0.0/94.5 kB ? eta -:--:--
   ---------------------------------------- 94.5/94.5 kB 5.6 MB/s eta 0:00:00
Downloading holidays-0.56-py3-none-any.whl (1.1 MB)
   ---------------------------------------- 0.0/1.1 MB ? eta -:--:--
   --------- ------------------------------ 0.3/1.1 MB 8.0 MB/s eta 0:00:01
   -------------- ------------------------- 0.4/1.1 MB 5.0 MB/s eta 0:00:01
   ----------------------------- ---------- 0.8/1.1 MB 6.1 MB/s eta 0:00:01
   ------------------------------------ --- 1.0/1.1 MB 5.6 MB/s eta 0:00:01
   ---------------------------------------- 1.1/1.1 MB 4.8 MB/s eta 0:00:00
Downloading importlib_resources-6.4.5-py3-none-any.whl (36 kB)
Downloading stanio-0.5.1-py3-none-any.whl (8.1 kB)
Installing collected packages: stanio, importlib-resources, holidays, cmdstanpy, prophet
Successfully installed cmdstanpy-1.2.4 holidays-0.56 importlib-resources-6.4.5 prophet-1.1.5 stanio-0.5.1
In [37]:
# Group the data by country and product
df1['timestamp'] = pd.to_datetime(df1['timestamp'])  # Ensure timestamp is in the correct format

# Group by country and product, and sum the sales
country_sales = df1.groupby([pd.Grouper(key='timestamp', freq='M'), 'customer_location', 'product_id']).agg(
    total_sales=('quantity', 'sum')
).reset_index()

# Preview the data
print(country_sales.head())
   timestamp customer_location  product_id  total_sales
0 2023-01-31            Africa         100           39
1 2023-01-31            Africa         101           48
2 2023-01-31            Africa         102           54
3 2023-01-31            Africa         103           40
4 2023-01-31            Africa         104           20
In [44]:
# Save the country_sales DataFrame as an Excel file
file_path = 'D:/DATA SETS/country_sales1.xlsx'
country_sales.to_excel(file_path, index=False)

# Optional: Print the first few rows to verify
print(country_sales.head())
   timestamp customer_location  product_id  total_sales
0 2023-01-31            Africa         100           39
1 2023-01-31            Africa         101           48
2 2023-01-31            Africa         102           54
3 2023-01-31            Africa         103           40
4 2023-01-31            Africa         104           20
In [46]:
from prophet import Prophet

# Create lists of unique countries and products
countries = country_sales['customer_location'].unique()
products = country_sales['product_id'].unique()

# Dictionary to store forecasts for each country and product
forecast_dict = {}

# Loop through each country and product to generate forecasts
for country in countries:
    for product in products:
        # Filter the data for the specific country and product
        country_product_data = country_sales[
            (country_sales['customer_location'] == country) & 
            (country_sales['product_id'] == product)
        ]
        
        # Check if there's enough data for forecasting
        if len(country_product_data) > 2:  # We need at least 2 data points
            # Prepare data for Prophet (ds = date, y = total_sales)
            prophet_data = country_product_data[['timestamp', 'total_sales']].rename(columns={'timestamp': 'ds', 'total_sales': 'y'})
            
            # Initialize and fit the Prophet model
            model = Prophet()
            model.fit(prophet_data)
            
            # Create future dates (e.g., forecast for 12 months)
            future = model.make_future_dataframe(periods=12, freq='M')
            
            # Predict future sales
            forecast = model.predict(future)
            
            # Store the forecast in a dictionary using country and product as keys
            forecast_dict[(country, product)] = forecast[['ds', 'yhat', 'yhat_lower', 'yhat_upper']]
            
            # Optional: Print the forecast for each country and product
            print(f"Forecast for {country} and Product {product}:")
            print(forecast[['ds', 'yhat', 'yhat_lower', 'yhat_upper']].tail())
13:54:29 - cmdstanpy - INFO - Chain [1] start processing
13:54:29 - cmdstanpy - INFO - Chain [1] done processing
13:54:29 - cmdstanpy - INFO - Chain [1] start processing
13:54:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 100:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.802962   10.971775   52.044543
31 2025-08-31  31.297949   11.443454   49.421935
32 2025-09-30  30.809227   11.268885   50.268267
33 2025-10-31  30.304215   10.784959   50.723855
34 2025-11-30  29.815493    9.259186   50.014284
Forecast for Africa and Product 101:
           ds       yhat  yhat_lower  yhat_upper
29 2025-06-30  37.112733   15.501199   58.402698
30 2025-07-31  37.029317   14.686853   57.791642
31 2025-08-31  36.945900   15.372646   58.917225
32 2025-09-30  36.865174   16.471430   59.196393
33 2025-10-31  36.781757   15.448903   58.900944
13:54:29 - cmdstanpy - INFO - Chain [1] start processing
13:54:29 - cmdstanpy - INFO - Chain [1] done processing
13:54:29 - cmdstanpy - INFO - Chain [1] start processing
13:54:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 102:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.449406    6.743394   41.994570
31 2025-08-31  23.893388    6.210809   42.168174
32 2025-09-30  23.355306    6.837976   40.772098
33 2025-10-31  22.799288    5.899168   40.248616
34 2025-11-30  22.261206    3.794506   37.688802
Forecast for Africa and Product 103:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.486647   11.536038   54.427959
31 2025-08-31  31.741264   11.349377   53.131493
32 2025-09-30  31.019926    8.325984   52.336633
33 2025-10-31  30.274544    8.778095   50.683612
34 2025-11-30  29.553206    8.636230   50.392473
13:54:30 - cmdstanpy - INFO - Chain [1] start processing
13:54:30 - cmdstanpy - INFO - Chain [1] done processing
13:54:30 - cmdstanpy - INFO - Chain [1] start processing
13:54:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 104:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.279221   18.407746   60.263390
31 2025-08-31  40.203508   20.191068   59.846957
32 2025-09-30  40.130238   20.310732   61.408750
33 2025-10-31  40.054525   18.269655   61.028434
34 2025-11-30  39.981255   19.479808   60.030692
Forecast for Africa and Product 105:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.429178   30.911958   67.237607
31 2025-08-31  50.039538   31.798534   68.123036
32 2025-09-30  50.630209   33.039214   69.526965
33 2025-10-31  51.240569   33.510139   68.280308
34 2025-11-30  51.831241   33.993328   69.904440
13:54:30 - cmdstanpy - INFO - Chain [1] start processing
13:54:30 - cmdstanpy - INFO - Chain [1] done processing
13:54:30 - cmdstanpy - INFO - Chain [1] start processing
13:54:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 106:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.679123   15.473456   50.896605
31 2025-08-31  32.048603   13.577702   49.390866
32 2025-09-30  31.438423   12.061384   48.879660
33 2025-10-31  30.807903   12.544927   50.296450
34 2025-11-30  30.197723   11.687384   49.476321
Forecast for Africa and Product 107:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.419569   43.232506   81.950449
31 2025-08-31  63.383877   42.030509   83.829348
32 2025-09-30  64.317079   43.026454   83.089628
33 2025-10-31  65.281387   46.749204   85.172181
34 2025-11-30  66.214589   44.680266   85.568442
13:54:30 - cmdstanpy - INFO - Chain [1] start processing
13:54:30 - cmdstanpy - INFO - Chain [1] done processing
13:54:30 - cmdstanpy - INFO - Chain [1] start processing
13:54:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 108:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.048886   21.792669   54.395097
31 2025-08-31  38.073663   22.482021   53.662102
32 2025-09-30  38.097641   21.292580   53.255458
33 2025-10-31  38.122417   22.322730   55.171744
34 2025-11-30  38.146395   23.142018   54.575117
Forecast for Africa and Product 109:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.346851   17.857405   47.983702
31 2025-08-31  32.134867   17.848133   46.635592
32 2025-09-30  31.929721   16.963421   46.976607
33 2025-10-31  31.717737   16.586726   46.272823
34 2025-11-30  31.512591   16.950807   46.035987
13:54:31 - cmdstanpy - INFO - Chain [1] start processing
13:54:31 - cmdstanpy - INFO - Chain [1] done processing
13:54:31 - cmdstanpy - INFO - Chain [1] start processing
13:54:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 110:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.385496    7.216111   34.729741
31 2025-08-31  20.234169    6.032555   33.806296
32 2025-09-30  19.119981    5.753784   33.171991
33 2025-10-31  17.968654    4.606917   33.458875
34 2025-11-30  16.854467    3.379871   32.060215
Forecast for Africa and Product 111:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.715257   16.632436   50.578698
31 2025-08-31  33.623417   17.194176   50.820942
32 2025-09-30  33.534540   16.896612   50.621285
33 2025-10-31  33.442701   15.549140   50.748237
34 2025-11-30  33.353824   16.934189   51.316332
13:54:31 - cmdstanpy - INFO - Chain [1] start processing
13:54:31 - cmdstanpy - INFO - Chain [1] done processing
13:54:31 - cmdstanpy - INFO - Chain [1] start processing
13:54:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 112:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.920202   37.231947   74.559822
31 2025-08-31  56.700590   37.781000   76.414111
32 2025-09-30  57.455805   39.061105   76.725703
33 2025-10-31  58.236194   39.101489   76.784153
34 2025-11-30  58.991409   40.864524   77.371603
Forecast for Africa and Product 113:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.059796   37.836931   83.714868
31 2025-08-31  63.052313   41.041619   84.529325
32 2025-09-30  64.012814   40.926366   85.702578
33 2025-10-31  65.005331   43.640710   87.110448
34 2025-11-30  65.965831   43.424706   85.711216
13:54:31 - cmdstanpy - INFO - Chain [1] start processing
13:54:31 - cmdstanpy - INFO - Chain [1] done processing
13:54:31 - cmdstanpy - INFO - Chain [1] start processing
13:54:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 114:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.302652   24.700436   73.216389
31 2025-08-31  49.703136   23.541285   71.856605
32 2025-09-30  50.090701   27.136344   74.097042
33 2025-10-31  50.491185   26.362215   74.989217
34 2025-11-30  50.878751   25.343532   75.989257
Forecast for Africa and Product 115:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.721611   18.330214   59.201351
31 2025-08-31  38.560576   19.120344   59.258828
32 2025-09-30  38.404736   16.628468   57.805777
33 2025-10-31  38.243702   17.286849   58.380785
34 2025-11-30  38.087862   16.368796   59.673940
13:54:32 - cmdstanpy - INFO - Chain [1] start processing
13:54:32 - cmdstanpy - INFO - Chain [1] done processing
13:54:32 - cmdstanpy - INFO - Chain [1] start processing
13:54:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 116:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.203115   33.047602   83.264223
31 2025-08-31  58.959832   35.619050   85.833325
32 2025-09-30  59.692138   33.781569   83.759084
33 2025-10-31  60.448854   34.318992   85.279945
34 2025-11-30  61.181160   35.796383   87.778378
Forecast for Africa and Product 117:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.447995   20.157500   70.495444
31 2025-08-31  45.535499   21.247973   69.566378
32 2025-09-30  45.620180   19.840707   70.841094
33 2025-10-31  45.707684   21.922718   71.768818
34 2025-11-30  45.792365   21.525232   72.271673
13:54:32 - cmdstanpy - INFO - Chain [1] start processing
13:54:32 - cmdstanpy - INFO - Chain [1] done processing
13:54:32 - cmdstanpy - INFO - Chain [1] start processing
13:54:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 118:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.279327   16.120481   51.044224
31 2025-08-31  34.089402   17.143155   51.397197
32 2025-09-30  33.905602   16.208667   50.630295
33 2025-10-31  33.715677   16.528100   51.595413
34 2025-11-30  33.531878   17.455178   51.382062
Forecast for Africa and Product 119:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.318599   40.176881   65.295659
31 2025-08-31  53.883698   42.811973   66.201801
32 2025-09-30  54.430568   41.043217   66.906026
33 2025-10-31  54.995666   42.978008   67.700313
34 2025-11-30  55.542536   42.886419   68.290937
13:54:32 - cmdstanpy - INFO - Chain [1] start processing
13:54:32 - cmdstanpy - INFO - Chain [1] done processing
13:54:32 - cmdstanpy - INFO - Chain [1] start processing
13:54:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 120:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.500213   27.642521   71.978968
31 2025-08-31  49.804211   27.924728   70.672029
32 2025-09-30  50.098402   28.494850   73.101949
33 2025-10-31  50.402400   27.266986   74.374063
34 2025-11-30  50.696592   26.798701   72.403365
Forecast for Africa and Product 121:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.584831   16.596538   58.383866
31 2025-08-31  38.202941   16.925235   58.538727
32 2025-09-30  37.833370   18.154446   55.765301
33 2025-10-31  37.451481   17.183110   58.142779
34 2025-11-30  37.081910   15.431167   57.338280
13:54:33 - cmdstanpy - INFO - Chain [1] start processing
13:54:33 - cmdstanpy - INFO - Chain [1] done processing
13:54:33 - cmdstanpy - INFO - Chain [1] start processing
13:54:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 122:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.327795   30.252083   79.594785
31 2025-08-31  54.947726   32.655049   78.932970
32 2025-09-30  55.547660   32.042781   80.626087
33 2025-10-31  56.167591   32.025203   80.591613
34 2025-11-30  56.767525   30.424628   80.513268
Forecast for Africa and Product 123:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.637801    6.223589   45.923175
31 2025-08-31  25.189059    5.189293   44.860744
32 2025-09-30  24.754793    4.456947   44.660119
33 2025-10-31  24.306051    4.204819   44.031494
34 2025-11-30  23.871785    3.321732   43.517418
13:54:33 - cmdstanpy - INFO - Chain [1] start processing
13:54:33 - cmdstanpy - INFO - Chain [1] done processing
13:54:33 - cmdstanpy - INFO - Chain [1] start processing
13:54:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 124:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.195395   10.563653   46.959559
31 2025-08-31  27.321353    9.694191   45.564734
32 2025-09-30  26.475506    9.096564   44.789222
33 2025-10-31  25.601464    8.361530   43.534537
34 2025-11-30  24.755617    7.045795   42.141594
Forecast for Africa and Product 125:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.027375   40.754366   71.596239
31 2025-08-31  56.951904   41.658076   72.763584
32 2025-09-30  57.846610   42.897767   72.832683
33 2025-10-31  58.771139   43.941609   73.734481
34 2025-11-30  59.665845   44.615125   74.924526
13:54:33 - cmdstanpy - INFO - Chain [1] start processing
13:54:33 - cmdstanpy - INFO - Chain [1] done processing
13:54:33 - cmdstanpy - INFO - Chain [1] start processing
13:54:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 126:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.523072   16.854245   47.026590
31 2025-08-31  33.076526   17.550553   47.929542
32 2025-09-30  32.644384   17.083823   48.295898
33 2025-10-31  32.197837   16.100261   48.083065
34 2025-11-30  31.765696   14.676667   47.046927
Forecast for Africa and Product 127:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.036665   25.020145   57.295161
31 2025-08-31  40.975909   24.142276   56.337233
32 2025-09-30  40.917113   24.568385   58.108843
33 2025-10-31  40.856356   24.444123   58.455548
34 2025-11-30  40.797560   24.300086   58.273047
13:54:34 - cmdstanpy - INFO - Chain [1] start processing
13:54:34 - cmdstanpy - INFO - Chain [1] done processing
13:54:34 - cmdstanpy - INFO - Chain [1] start processing
13:54:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 128:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.055943   16.113243   47.586751
31 2025-08-31  30.611713   16.551624   45.702659
32 2025-09-30  30.181814   14.336140   44.438971
33 2025-10-31  29.737584   13.644762   46.567228
34 2025-11-30  29.307684   13.882607   44.325796
Forecast for Africa and Product 129:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.565085   15.109411   56.877832
31 2025-08-31  35.210107   15.240209   54.672597
32 2025-09-30  34.866580   11.368242   57.340317
33 2025-10-31  34.511603   11.327435   53.472193
34 2025-11-30  34.168076   13.644390   55.870786
13:54:34 - cmdstanpy - INFO - Chain [1] start processing
13:54:34 - cmdstanpy - INFO - Chain [1] done processing
13:54:34 - cmdstanpy - INFO - Chain [1] start processing
13:54:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 130:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.463392   23.439174   55.389247
31 2025-08-31  39.497455   23.196234   55.489333
32 2025-09-30  39.530419   22.895891   56.467133
33 2025-10-31  39.564481   22.903667   55.391651
34 2025-11-30  39.597445   23.071402   55.064630
Forecast for Africa and Product 131:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  67.679666   50.880872   85.676443
31 2025-08-31  68.986206   51.997208   86.245814
32 2025-09-30  70.250601   53.857121   88.134334
33 2025-10-31  71.557141   54.265870   89.022200
34 2025-11-30  72.821536   54.540537   88.807472
13:54:34 - cmdstanpy - INFO - Chain [1] start processing
13:54:34 - cmdstanpy - INFO - Chain [1] done processing
13:54:34 - cmdstanpy - INFO - Chain [1] start processing
13:54:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 132:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.239601   25.260401   62.541967
31 2025-08-31  44.333811   25.460069   62.066624
32 2025-09-30  44.424982   24.452127   64.416516
33 2025-10-31  44.519192   23.733613   63.538948
34 2025-11-30  44.610363   24.372295   62.484219
Forecast for Africa and Product 133:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.968403   21.517700   78.195879
31 2025-08-31  50.283808   23.451108   79.183570
32 2025-09-30  50.589039   20.558198   79.858298
33 2025-10-31  50.904445   20.870901   77.201675
34 2025-11-30  51.209676   22.893331   80.965279
13:54:35 - cmdstanpy - INFO - Chain [1] start processing
13:54:35 - cmdstanpy - INFO - Chain [1] done processing
13:54:35 - cmdstanpy - INFO - Chain [1] start processing
13:54:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 134:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.986760   37.039074   76.774693
31 2025-08-31  57.004366   36.415606   76.146799
32 2025-09-30  57.989147   38.817666   78.077168
33 2025-10-31  59.006753   38.281360   78.576954
34 2025-11-30  59.991533   40.435153   80.056337
Forecast for Africa and Product 135:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.176458   14.549285   43.385378
31 2025-08-31  27.816775   13.171156   42.797869
32 2025-09-30  27.468695   11.996795   43.785659
33 2025-10-31  27.109012   13.251559   42.229223
34 2025-11-30  26.760931   11.774691   40.563282
13:54:35 - cmdstanpy - INFO - Chain [1] start processing
13:54:35 - cmdstanpy - INFO - Chain [1] done processing
13:54:35 - cmdstanpy - INFO - Chain [1] start processing
13:54:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 136:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.055438   16.471562   50.576752
31 2025-08-31  33.828058   16.873705   51.279554
32 2025-09-30  33.608012   17.884813   50.552411
33 2025-10-31  33.380631   15.846334   50.591851
34 2025-11-30  33.160585   16.830191   50.218517
Forecast for Africa and Product 137:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.174198   13.632962   51.307348
31 2025-08-31  32.839257   14.696882   51.526813
32 2025-09-30  32.515122   12.787638   52.189447
33 2025-10-31  32.180182   13.068371   51.249205
34 2025-11-30  31.856046   13.527901   51.070693
13:54:35 - cmdstanpy - INFO - Chain [1] start processing
13:54:35 - cmdstanpy - INFO - Chain [1] done processing
13:54:36 - cmdstanpy - INFO - Chain [1] start processing
13:54:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 138:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.249152   17.688062   52.631386
31 2025-08-31  35.257406   18.724582   53.055810
32 2025-09-30  35.265393   19.564341   52.120928
33 2025-10-31  35.273647   18.090781   53.702734
34 2025-11-30  35.281634   19.170923   52.055326
Forecast for Africa and Product 139:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.559544   15.329945   48.091125
31 2025-08-31  32.467046   13.971447   47.843359
32 2025-09-30  32.377531   15.497165   47.949611
33 2025-10-31  32.285033   16.203330   48.449977
34 2025-11-30  32.195519   16.277332   47.976707
13:54:36 - cmdstanpy - INFO - Chain [1] start processing
13:54:36 - cmdstanpy - INFO - Chain [1] done processing
13:54:36 - cmdstanpy - INFO - Chain [1] start processing
13:54:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 140:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.834116   14.167604   49.483325
31 2025-08-31  31.364071   12.510316   48.015510
32 2025-09-30  30.909189   10.576375   49.012103
33 2025-10-31  30.439144   12.403498   50.813705
34 2025-11-30  29.984262   11.626456   49.915172
Forecast for Africa and Product 141:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.880904   23.275964   63.573243
31 2025-08-31  44.209785   24.312803   64.587128
32 2025-09-30  44.528058   25.507093   64.538219
33 2025-10-31  44.856939   25.445004   64.138625
34 2025-11-30  45.175212   24.457592   65.448164
13:54:36 - cmdstanpy - INFO - Chain [1] start processing
13:54:36 - cmdstanpy - INFO - Chain [1] done processing
13:54:36 - cmdstanpy - INFO - Chain [1] start processing
13:54:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 142:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.350421   11.148967   55.312455
31 2025-08-31  32.809486   11.125222   54.133587
32 2025-09-30  32.286000    8.486007   54.496340
33 2025-10-31  31.745065    9.617873   56.319702
34 2025-11-30  31.221580    9.624089   54.008944
Forecast for Africa and Product 143:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.897190   27.176460   68.958183
31 2025-08-31  48.159151   26.979346   69.768730
32 2025-09-30  48.412661   27.127733   69.557951
33 2025-10-31  48.674622   25.966980   70.015482
34 2025-11-30  48.928133   26.223681   68.522724
13:54:36 - cmdstanpy - INFO - Chain [1] start processing
13:54:37 - cmdstanpy - INFO - Chain [1] done processing
13:54:37 - cmdstanpy - INFO - Chain [1] start processing
13:54:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 144:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.066471   31.270789   61.266380
31 2025-08-31  46.357343   31.555050   62.132517
32 2025-09-30  46.638832   32.086854   59.855387
33 2025-10-31  46.929704   32.516924   61.409536
34 2025-11-30  47.211193   32.872762   61.825592
Forecast for Africa and Product 145:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.202710   32.586287   72.067033
31 2025-08-31  53.078084   33.992724   73.792040
32 2025-09-30  53.925220   34.126503   74.298348
33 2025-10-31  54.800594   33.399281   75.023959
34 2025-11-30  55.647730   36.110683   77.418738
13:54:37 - cmdstanpy - INFO - Chain [1] start processing
13:54:37 - cmdstanpy - INFO - Chain [1] done processing
13:54:37 - cmdstanpy - INFO - Chain [1] start processing
13:54:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 146:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.379518    9.808971   41.312880
31 2025-08-31  24.686815    9.404077   40.039546
32 2025-09-30  24.016458    6.846838   40.139523
33 2025-10-31  23.323755    7.398221   37.973946
34 2025-11-30  22.653397    6.813928   37.446394
Forecast for Africa and Product 147:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.926639   23.401511   68.671109
31 2025-08-31  45.272414   24.552997   65.952052
32 2025-09-30  45.607035   24.250036   66.298398
33 2025-10-31  45.952811   25.309996   67.749400
34 2025-11-30  46.287432   24.824582   67.226728
13:54:37 - cmdstanpy - INFO - Chain [1] start processing
13:54:37 - cmdstanpy - INFO - Chain [1] done processing
13:54:37 - cmdstanpy - INFO - Chain [1] start processing
13:54:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 148:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.549212   13.073155   52.881972
31 2025-08-31  30.972049   11.592383   51.192949
32 2025-09-30  30.413504   10.650917   50.858430
33 2025-10-31  29.836341   10.157210   49.364692
34 2025-11-30  29.277796    6.981515   48.427857
Forecast for Africa and Product 149:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.797061   22.283808   53.199406
31 2025-08-31  37.763500   21.801159   53.671616
32 2025-09-30  37.731021   22.216901   53.498154
33 2025-10-31  37.697460   20.839753   54.066731
34 2025-11-30  37.664981   22.340809   53.446522
13:54:38 - cmdstanpy - INFO - Chain [1] start processing
13:54:38 - cmdstanpy - INFO - Chain [1] done processing
13:54:38 - cmdstanpy - INFO - Chain [1] start processing
13:54:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 150:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.394972   15.699443   52.239305
31 2025-08-31  34.038766   16.039928   51.647705
32 2025-09-30  33.694050   16.948126   51.960294
33 2025-10-31  33.337843   15.991027   51.468031
34 2025-11-30  32.993127   15.248450   50.608113
Forecast for Africa and Product 151:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.444872   29.111170   67.734109
31 2025-08-31  48.960685   31.737592   68.434529
32 2025-09-30  49.459858   32.133521   68.615342
33 2025-10-31  49.975670   30.649926   68.759186
34 2025-11-30  50.474843   31.888310   69.026543
13:54:38 - cmdstanpy - INFO - Chain [1] start processing
13:54:38 - cmdstanpy - INFO - Chain [1] done processing
13:54:38 - cmdstanpy - INFO - Chain [1] start processing
13:54:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 152:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.266475    8.774420   40.868869
31 2025-08-31  24.615260    8.972540   39.762768
32 2025-09-30  23.985053    8.869804   40.941221
33 2025-10-31  23.333839    8.443351   38.611577
34 2025-11-30  22.703631    5.651788   38.805076
Forecast for Africa and Product 153:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.024111    7.437228   48.264712
31 2025-08-31  25.974603    5.543755   45.896088
32 2025-09-30  24.958950    4.858275   45.708430
33 2025-10-31  23.909442    3.790430   43.647237
34 2025-11-30  22.893790    2.689796   44.019598
13:54:38 - cmdstanpy - INFO - Chain [1] start processing
13:54:38 - cmdstanpy - INFO - Chain [1] done processing
13:54:38 - cmdstanpy - INFO - Chain [1] start processing
13:54:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 154:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.027135   33.454698   55.480290
31 2025-08-31  44.563131   33.385466   55.288377
32 2025-09-30  45.081838   34.437019   56.143176
33 2025-10-31  45.617835   34.859699   55.777847
34 2025-11-30  46.136542   35.932442   56.016786
Forecast for Africa and Product 155:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.961093    7.557638   34.329125
31 2025-08-31  19.313491    5.112062   33.028044
32 2025-09-30  18.686781    4.919372   33.531062
33 2025-10-31  18.039179    3.830596   31.659047
34 2025-11-30  17.412469    3.815772   30.381475
13:54:39 - cmdstanpy - INFO - Chain [1] start processing
13:54:39 - cmdstanpy - INFO - Chain [1] done processing
13:54:39 - cmdstanpy - INFO - Chain [1] start processing
13:54:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 156:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.534231   34.112639   71.830696
31 2025-08-31  53.919103   36.612440   73.162269
32 2025-09-30  54.291560   35.270769   72.494109
33 2025-10-31  54.676432   36.147754   72.999390
34 2025-11-30  55.048889   36.504551   73.678259
Forecast for Africa and Product 157:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.557824   26.919051   63.204346
31 2025-08-31  45.715502   27.135733   64.687043
32 2025-09-30  45.868093   26.732857   64.129223
33 2025-10-31  46.025771   26.895094   64.116054
34 2025-11-30  46.178363   27.637039   65.906395
13:54:39 - cmdstanpy - INFO - Chain [1] start processing
13:54:39 - cmdstanpy - INFO - Chain [1] done processing
13:54:39 - cmdstanpy - INFO - Chain [1] start processing
13:54:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 158:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.997008   33.770939   71.416287
31 2025-08-31  53.479391   34.887567   71.758455
32 2025-09-30  53.946214   34.239671   72.298431
33 2025-10-31  54.428597   34.491332   72.537921
34 2025-11-30  54.895420   36.838129   72.789698
Forecast for Africa and Product 159:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.037587   14.878117   49.287455
31 2025-08-31  31.733635   15.316794   50.046683
32 2025-09-30  31.439489   13.226048   48.615990
33 2025-10-31  31.135537   13.716080   49.117786
34 2025-11-30  30.841390   11.731692   47.397164
13:54:39 - cmdstanpy - INFO - Chain [1] start processing
13:54:39 - cmdstanpy - INFO - Chain [1] done processing
13:54:39 - cmdstanpy - INFO - Chain [1] start processing
13:54:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 160:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.411904   15.342322   44.610590
31 2025-08-31  29.253891   15.430532   44.925220
32 2025-09-30  29.100975   14.558582   43.730187
33 2025-10-31  28.942962   13.749623   43.544647
34 2025-11-30  28.790046   13.794794   43.827919
Forecast for Africa and Product 161:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.492292   19.233979   64.172520
31 2025-08-31  41.499909   17.866269   64.347969
32 2025-09-30  41.507279   20.928249   65.490451
33 2025-10-31  41.514896   19.102902   65.323080
34 2025-11-30  41.522267   16.697249   63.125868
13:54:40 - cmdstanpy - INFO - Chain [1] start processing
13:54:40 - cmdstanpy - INFO - Chain [1] done processing
13:54:40 - cmdstanpy - INFO - Chain [1] start processing
13:54:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 162:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.463524   29.996960   58.495526
31 2025-08-31  44.657204   29.987690   59.787073
32 2025-09-30  44.844637   30.535588   59.542409
33 2025-10-31  45.038318   30.627476   60.741142
34 2025-11-30  45.225751   30.263293   60.122956
Forecast for Africa and Product 163:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.544201   18.197688   54.655081
31 2025-08-31  35.067837   16.262380   52.429709
32 2025-09-30  34.606839   17.204242   54.376737
33 2025-10-31  34.130474   16.195017   52.064907
34 2025-11-30  33.669476   16.639453   51.659143
13:54:40 - cmdstanpy - INFO - Chain [1] start processing
13:54:40 - cmdstanpy - INFO - Chain [1] done processing
13:54:40 - cmdstanpy - INFO - Chain [1] start processing
13:54:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 164:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.546887   35.132580   66.403635
31 2025-08-31  51.133456   34.997550   66.090407
32 2025-09-30  51.701104   36.779938   66.696448
33 2025-10-31  52.287673   38.072683   67.878143
34 2025-11-30  52.855321   37.362716   67.790553
Forecast for Africa and Product 165:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.555396    5.840083   51.394955
31 2025-08-31  27.497881    5.492076   48.237801
32 2025-09-30  26.474480    4.060794   48.752089
33 2025-10-31  25.416965    4.119450   46.416936
34 2025-11-30  24.393564    3.299826   45.646013
13:54:40 - cmdstanpy - INFO - Chain [1] start processing
13:54:40 - cmdstanpy - INFO - Chain [1] done processing
13:54:41 - cmdstanpy - INFO - Chain [1] start processing
13:54:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 166:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.980783   12.622597   48.403886
31 2025-08-31  29.357768   10.600745   47.654997
32 2025-09-30  28.754850   11.478699   47.196622
33 2025-10-31  28.131835    8.513704   47.174225
34 2025-11-30  27.528918    8.585093   45.013640
Forecast for Africa and Product 167:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.997015   10.617384   50.901676
31 2025-08-31  30.554760   11.174372   50.137312
32 2025-09-30  30.126771   10.683220   52.203257
33 2025-10-31  29.684516   10.718665   49.321403
34 2025-11-30  29.256527    8.500407   48.656183
13:54:41 - cmdstanpy - INFO - Chain [1] start processing
13:54:41 - cmdstanpy - INFO - Chain [1] done processing
13:54:41 - cmdstanpy - INFO - Chain [1] start processing
13:54:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 168:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.860389   13.126186   46.703934
31 2025-08-31  28.329814   11.882341   43.996822
32 2025-09-30  27.816354   11.623323   44.056591
33 2025-10-31  27.285778   11.452136   43.182142
34 2025-11-30  26.772318   10.867186   44.625534
Forecast for Africa and Product 169:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.504426   17.951734   55.301882
31 2025-08-31  35.463656   17.118079   54.417374
32 2025-09-30  35.424200   17.420509   53.902149
33 2025-10-31  35.383430   17.178262   54.150317
34 2025-11-30  35.343974   16.764700   55.084561
13:54:41 - cmdstanpy - INFO - Chain [1] start processing
13:54:41 - cmdstanpy - INFO - Chain [1] done processing
13:54:41 - cmdstanpy - INFO - Chain [1] start processing
13:54:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 170:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.055240   20.271741   60.966247
31 2025-08-31  41.053056   20.797117   58.992984
32 2025-09-30  41.050943   21.009242   62.672503
33 2025-10-31  41.048759   21.077839   60.009217
34 2025-11-30  41.046646   22.458710   61.863067
Forecast for Africa and Product 171:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.082189   17.826522   51.536450
31 2025-08-31  33.930246   16.129759   52.143001
32 2025-09-30  33.783204   15.980636   52.093479
33 2025-10-31  33.631262   16.650623   51.578486
34 2025-11-30  33.484220   16.254821   52.272387
13:54:41 - cmdstanpy - INFO - Chain [1] start processing
13:54:42 - cmdstanpy - INFO - Chain [1] done processing
13:54:42 - cmdstanpy - INFO - Chain [1] start processing
13:54:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 172:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.250062   29.807732   70.076963
31 2025-08-31  49.693427   27.918107   69.200084
32 2025-09-30  50.122491   28.923206   69.922498
33 2025-10-31  50.565856   28.308228   71.666528
34 2025-11-30  50.994919   30.439432   73.127843
Forecast for Africa and Product 173:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.114596   14.292640   44.488948
31 2025-08-31  28.875383   14.963146   43.236050
32 2025-09-30  28.643887   13.858072   43.391773
33 2025-10-31  28.404674   14.333340   42.116676
34 2025-11-30  28.173178   13.278932   42.006105
13:54:42 - cmdstanpy - INFO - Chain [1] start processing
13:54:42 - cmdstanpy - INFO - Chain [1] done processing
13:54:42 - cmdstanpy - INFO - Chain [1] start processing
13:54:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 174:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.653793   20.797703   53.612579
31 2025-08-31  37.484694   19.592833   54.289642
32 2025-09-30  37.321050   19.297409   54.159351
33 2025-10-31  37.151951   19.161125   55.431652
34 2025-11-30  36.988307   20.405416   54.405348
Forecast for Africa and Product 175:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.239813    9.402439   43.739717
31 2025-08-31  26.835638   10.123061   45.351563
32 2025-09-30  26.444502    8.386005   44.126029
33 2025-10-31  26.040327    8.852712   43.004795
34 2025-11-30  25.649190    7.456894   42.490919
13:54:42 - cmdstanpy - INFO - Chain [1] start processing
13:54:42 - cmdstanpy - INFO - Chain [1] done processing
13:54:42 - cmdstanpy - INFO - Chain [1] start processing
13:54:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 176:
           ds       yhat  yhat_lower  yhat_upper
29 2025-06-30  35.556481   16.591703   55.195461
30 2025-07-31  35.604672   15.687557   55.762680
31 2025-08-31  35.652864   14.406203   55.433870
32 2025-09-30  35.699502   16.230201   57.186796
33 2025-10-31  35.747693   15.541710   55.458480
Forecast for Africa and Product 177:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.631954   11.013998   49.695595
31 2025-08-31  28.978540   10.064447   49.777799
32 2025-09-30  28.346204    8.541239   48.312116
33 2025-10-31  27.692791    6.442419   48.794199
34 2025-11-30  27.060455    7.615718   46.923217
13:54:43 - cmdstanpy - INFO - Chain [1] start processing
13:54:43 - cmdstanpy - INFO - Chain [1] done processing
13:54:43 - cmdstanpy - INFO - Chain [1] start processing
13:54:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 178:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.949318   28.633807   78.042808
31 2025-08-31  54.412550   29.615329   81.270159
32 2025-09-30  54.860840   31.513138   78.843542
33 2025-10-31  55.324073   29.216147   80.161911
34 2025-11-30  55.772362   32.183115   78.497256
Forecast for Africa and Product 179:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.630661    8.112554   52.282176
31 2025-08-31  28.942716    6.177032   52.111704
32 2025-09-30  28.276963    5.435035   48.975320
33 2025-10-31  27.589019    5.985313   50.380384
34 2025-11-30  26.923266    4.060468   49.383953
13:54:43 - cmdstanpy - INFO - Chain [1] start processing
13:54:43 - cmdstanpy - INFO - Chain [1] done processing
13:54:43 - cmdstanpy - INFO - Chain [1] start processing
13:54:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 180:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.719929   17.453176   52.859842
31 2025-08-31  34.373662   17.077147   51.484975
32 2025-09-30  34.038564   16.718862   50.323918
33 2025-10-31  33.692296   17.472553   50.953836
34 2025-11-30  33.357198   17.057189   50.653217
Forecast for Africa and Product 181:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.847864   17.729699   58.359286
31 2025-08-31  38.907424   18.547877   58.694929
32 2025-09-30  38.965062   18.492678   58.012877
33 2025-10-31  39.024622   18.881573   60.082118
34 2025-11-30  39.082261   17.331280   59.294676
13:54:43 - cmdstanpy - INFO - Chain [1] start processing
13:54:43 - cmdstanpy - INFO - Chain [1] done processing
13:54:44 - cmdstanpy - INFO - Chain [1] start processing
13:54:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 182:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.840215   19.390935   60.222217
31 2025-08-31  39.740921   19.330199   59.818343
32 2025-09-30  39.644830   19.074482   61.439247
33 2025-10-31  39.545536   19.257607   59.805295
34 2025-11-30  39.449446   19.157683   61.135112
Forecast for Africa and Product 183:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.524289   41.924069   69.057199
31 2025-08-31  55.974818   42.234339   70.357129
32 2025-09-30  56.410815   42.346658   70.639360
33 2025-10-31  56.861345   43.178902   70.802201
34 2025-11-30  57.297341   43.289390   71.007641
13:54:44 - cmdstanpy - INFO - Chain [1] start processing
13:54:44 - cmdstanpy - INFO - Chain [1] done processing
13:54:44 - cmdstanpy - INFO - Chain [1] start processing
13:54:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 184:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.725152   13.100168   46.527179
31 2025-08-31  31.510661   13.776372   49.475181
32 2025-09-30  31.303089   13.792705   49.410605
33 2025-10-31  31.088598   13.371908   48.014110
34 2025-11-30  30.881026   12.608583   48.399799
Forecast for Africa and Product 185:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.178959   25.084678   57.013291
31 2025-08-31  41.873841   25.110084   57.967622
32 2025-09-30  41.578565   27.382320   57.372285
33 2025-10-31  41.273447   26.121132   57.651198
34 2025-11-30  40.978172   25.840477   56.787125
13:54:44 - cmdstanpy - INFO - Chain [1] start processing
13:54:44 - cmdstanpy - INFO - Chain [1] done processing
13:54:44 - cmdstanpy - INFO - Chain [1] start processing
13:54:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 186:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.019414   17.714418   56.024731
31 2025-08-31  37.452085   17.615084   59.016425
32 2025-09-30  36.903058   17.101453   55.976508
33 2025-10-31  36.335729   16.281190   55.140131
34 2025-11-30  35.786702   14.887102   54.930407
13:54:44 - cmdstanpy - INFO - Chain [1] start processing
13:54:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 187:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.219275   31.719640   68.071285
31 2025-08-31  50.580693   32.692495   68.879573
32 2025-09-30  50.930454   32.406183   70.136546
33 2025-10-31  51.291872   33.053778   70.236328
34 2025-11-30  51.641633   32.505141   70.019342
Forecast for Africa and Product 188:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.133609   15.109231   60.680402
31 2025-08-31  37.800326   15.459895   59.095206
32 2025-09-30  37.477795   15.826603   60.421617
33 2025-10-31  37.144513   14.155028   58.990279
34 2025-11-30  36.821982   14.535411   60.294500
13:54:45 - cmdstanpy - INFO - Chain [1] start processing
13:54:45 - cmdstanpy - INFO - Chain [1] done processing
13:54:45 - cmdstanpy - INFO - Chain [1] start processing
13:54:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 189:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.861588   30.260216   74.727176
31 2025-08-31  53.328020   28.577497   76.348757
32 2025-09-30  53.779405   32.026033   77.049488
33 2025-10-31  54.245837   30.233175   76.482784
34 2025-11-30  54.697223   30.013885   77.523599
Forecast for Africa and Product 190:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.706624   20.120847   56.443225
31 2025-08-31  38.857894   19.177431   59.580564
32 2025-09-30  39.004285   18.073902   58.269670
33 2025-10-31  39.155555   20.011324   58.539226
34 2025-11-30  39.301945   19.781609   57.856094
13:54:45 - cmdstanpy - INFO - Chain [1] start processing
13:54:45 - cmdstanpy - INFO - Chain [1] done processing
13:54:45 - cmdstanpy - INFO - Chain [1] start processing
13:54:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 191:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.331456   33.354402   76.937010
31 2025-08-31  56.069447   32.581444   78.642447
32 2025-09-30  56.783632   36.270783   79.465944
33 2025-10-31  57.521623   33.910050   80.189842
34 2025-11-30  58.235808   36.999028   80.186361
Forecast for Africa and Product 192:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.356578   20.329752   65.352783
31 2025-08-31  43.547614   19.084465   67.028787
32 2025-09-30  43.732489   20.615540   66.325774
33 2025-10-31  43.923525   21.302049   68.555635
34 2025-11-30  44.108400   20.144516   66.533998
13:54:45 - cmdstanpy - INFO - Chain [1] start processing
13:54:45 - cmdstanpy - INFO - Chain [1] done processing
13:54:46 - cmdstanpy - INFO - Chain [1] start processing
13:54:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 193:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.393756   34.734418   70.191770
31 2025-08-31  53.197336   35.177548   70.549306
32 2025-09-30  53.974993   35.298662   70.864318
33 2025-10-31  54.778573   36.021575   71.816247
34 2025-11-30  55.556230   38.833752   72.945298
Forecast for Africa and Product 194:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.304167   10.090175   58.464468
31 2025-08-31  34.617542    9.726298   59.041664
32 2025-09-30  33.953065    9.838200   59.816130
33 2025-10-31  33.266439    9.080790   57.658907
34 2025-11-30  32.601963    9.110378   54.858855
13:54:46 - cmdstanpy - INFO - Chain [1] start processing
13:54:46 - cmdstanpy - INFO - Chain [1] done processing
13:54:46 - cmdstanpy - INFO - Chain [1] start processing
13:54:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 195:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.902730   20.862213   56.961675
31 2025-08-31  38.868483   20.925501   57.719913
32 2025-09-30  38.835341   20.208229   56.193608
33 2025-10-31  38.801093   20.936987   58.414410
34 2025-11-30  38.767951   21.550759   56.875891
Forecast for Africa and Product 196:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.025004   23.170995   60.932118
31 2025-08-31  42.285143   22.288323   60.980932
32 2025-09-30  42.536889   24.613017   61.772584
33 2025-10-31  42.797028   24.371105   64.341428
34 2025-11-30  43.048774   24.466761   60.477917
13:54:46 - cmdstanpy - INFO - Chain [1] start processing
13:54:46 - cmdstanpy - INFO - Chain [1] done processing
13:54:46 - cmdstanpy - INFO - Chain [1] start processing
13:54:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 197:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.966135   -0.876371   51.285686
31 2025-08-31  26.344276    0.296143   54.099374
32 2025-09-30  25.742478   -1.907786   53.546733
33 2025-10-31  25.120620   -2.061404   51.293252
34 2025-11-30  24.518822   -2.052720   51.392201
Forecast for Africa and Product 198:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.581509   23.643497   55.513582
31 2025-08-31  39.575291   24.077893   56.173725
32 2025-09-30  39.569274   22.630981   54.596969
33 2025-10-31  39.563056   24.216428   55.826290
34 2025-11-30  39.557039   24.047972   53.348747
13:54:46 - cmdstanpy - INFO - Chain [1] start processing
13:54:46 - cmdstanpy - INFO - Chain [1] done processing
13:54:47 - cmdstanpy - INFO - Chain [1] start processing
13:54:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 199:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.834601   21.755241   59.144937
31 2025-08-31  40.604621   21.672540   58.450353
32 2025-09-30  40.382059   23.167288   57.532446
33 2025-10-31  40.152079   19.207318   58.467286
34 2025-11-30  39.929517   21.549710   57.393270
Forecast for Africa and Product 200:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.731713   11.322772   59.069551
31 2025-08-31  36.172314   10.322383   60.256376
32 2025-09-30  35.630960   10.934544   60.215814
33 2025-10-31  35.071561    9.642741   59.471666
34 2025-11-30  34.530208   10.143043   58.277357
13:54:47 - cmdstanpy - INFO - Chain [1] start processing
13:54:47 - cmdstanpy - INFO - Chain [1] done processing
13:54:47 - cmdstanpy - INFO - Chain [1] start processing
13:54:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 201:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.507727   20.298725   61.689218
31 2025-08-31  40.770648   20.443540   60.140835
32 2025-09-30  41.025088   21.144073   61.895324
33 2025-10-31  41.288009   21.057539   61.256360
34 2025-11-30  41.542449   21.173001   61.674598
Forecast for Africa and Product 202:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  13.603472  -11.969047   40.033647
31 2025-08-31  11.694769  -15.559928   38.775654
32 2025-09-30   9.847637  -16.435500   35.984321
33 2025-10-31   7.938934  -20.080834   34.843953
34 2025-11-30   6.091802  -20.576290   32.989516
13:54:47 - cmdstanpy - INFO - Chain [1] start processing
13:54:47 - cmdstanpy - INFO - Chain [1] done processing
13:54:47 - cmdstanpy - INFO - Chain [1] start processing
13:54:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 203:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.170973   23.519273   74.337449
31 2025-08-31  48.568751   23.352596   74.107799
32 2025-09-30  48.953697   24.100125   74.208284
33 2025-10-31  49.351475   23.420290   76.079969
34 2025-11-30  49.736421   25.007516   74.841387
Forecast for Africa and Product 204:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.149519   18.134889   54.080196
31 2025-08-31  35.945599   18.407149   53.085019
32 2025-09-30  35.748257   17.831279   53.524502
33 2025-10-31  35.544337   18.319735   53.164993
34 2025-11-30  35.346995   17.459962   53.232275
13:54:47 - cmdstanpy - INFO - Chain [1] start processing
13:54:47 - cmdstanpy - INFO - Chain [1] done processing
13:54:48 - cmdstanpy - INFO - Chain [1] start processing
13:54:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 205:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.304920   19.795531   56.871964
31 2025-08-31  38.507364   18.631238   57.911861
32 2025-09-30  38.703277   19.468888   60.066938
33 2025-10-31  38.905721   18.792507   58.546815
34 2025-11-30  39.101634   19.368921   59.126741
Forecast for Africa and Product 206:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.712766   15.234779   65.611976
31 2025-08-31  39.662598   12.232370   62.623734
32 2025-09-30  39.614048   13.429140   64.503657
33 2025-10-31  39.563880   14.463544   66.233436
34 2025-11-30  39.515330   14.824454   65.350190
13:54:48 - cmdstanpy - INFO - Chain [1] start processing
13:54:48 - cmdstanpy - INFO - Chain [1] done processing
13:54:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Africa and Product 207:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.082787    7.828256   43.970690
31 2025-08-31  25.338745    7.804691   43.283929
32 2025-09-30  24.618703    4.451236   43.530692
33 2025-10-31  23.874661    5.676160   43.531762
34 2025-11-30  23.154619    4.452880   41.480312
13:54:48 - cmdstanpy - INFO - Chain [1] done processing
13:54:48 - cmdstanpy - INFO - Chain [1] start processing
13:54:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 208:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.676908   32.096582   82.470293
31 2025-08-31  57.463611   30.858236   80.969494
32 2025-09-30  58.224937   32.750909   84.453615
33 2025-10-31  59.011640   30.658887   85.146893
34 2025-11-30  59.772965   37.803882   83.404908
Forecast for Africa and Product 209:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.257946   17.062145   66.301323
31 2025-08-31  41.306375   15.795950   67.978116
32 2025-09-30  41.353241   14.996451   66.378995
33 2025-10-31  41.401670   16.111467   67.839355
34 2025-11-30  41.448537   15.599061   65.805190
13:54:48 - cmdstanpy - INFO - Chain [1] start processing
13:54:48 - cmdstanpy - INFO - Chain [1] done processing
13:54:49 - cmdstanpy - INFO - Chain [1] start processing
13:54:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 210:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.256721   23.635218   67.253746
31 2025-08-31  45.664820   21.907773   68.471714
32 2025-09-30  46.059755   22.713346   69.143782
33 2025-10-31  46.467854   23.027072   68.492245
34 2025-11-30  46.862789   22.225517   71.139387
Forecast for Africa and Product 211:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.443797   34.784451   67.451532
31 2025-08-31  51.885099   35.095940   68.360443
32 2025-09-30  52.312165   33.949914   68.625199
33 2025-10-31  52.753467   35.478551   71.148534
34 2025-11-30  53.180533   36.634011   69.694032
13:54:49 - cmdstanpy - INFO - Chain [1] start processing
13:54:49 - cmdstanpy - INFO - Chain [1] done processing
13:54:49 - cmdstanpy - INFO - Chain [1] start processing
13:54:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 212:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.183967   19.766310   64.930977
31 2025-08-31  42.091240   20.612885   64.458249
32 2025-09-30  42.001505   20.607615   64.300852
33 2025-10-31  41.908778   20.981951   64.602943
34 2025-11-30  41.819042   19.047948   64.649529
Forecast for Africa and Product 213:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.852882   17.462615   70.633914
31 2025-08-31  43.745734   16.218328   67.570094
32 2025-09-30  43.642042   18.713089   70.887860
33 2025-10-31  43.534894   16.449473   70.815869
34 2025-11-30  43.431203   16.658008   70.898578
13:54:49 - cmdstanpy - INFO - Chain [1] start processing
13:54:49 - cmdstanpy - INFO - Chain [1] done processing
13:54:49 - cmdstanpy - INFO - Chain [1] start processing
13:54:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 214:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.683131    1.932647   42.968503
31 2025-08-31  21.853648    1.433270   41.554452
32 2025-09-30  21.050923    1.637973   41.409423
33 2025-10-31  20.221440   -0.087428   41.733457
34 2025-11-30  19.418715   -1.016458   40.047007
Forecast for Africa and Product 215:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.194627   25.611556   64.909436
31 2025-08-31  45.269586   26.669805   63.494435
32 2025-09-30  45.342127   26.092095   66.000710
33 2025-10-31  45.417087   25.261811   64.736862
34 2025-11-30  45.489628   25.173652   66.982552
13:54:50 - cmdstanpy - INFO - Chain [1] start processing
13:54:50 - cmdstanpy - INFO - Chain [1] done processing
13:54:50 - cmdstanpy - INFO - Chain [1] start processing
13:54:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 216:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.761723   25.307018   63.598773
31 2025-08-31  45.191914   26.087987   63.545740
32 2025-09-30  45.608227   28.105961   65.073253
33 2025-10-31  46.038418   26.757043   65.699881
34 2025-11-30  46.454731   27.822661   65.383122
Forecast for Africa and Product 217:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.624940   26.775301   64.732903
31 2025-08-31  45.598005   27.653639   63.017337
32 2025-09-30  45.571939   25.846671   66.012718
33 2025-10-31  45.545004   26.065592   65.255753
34 2025-11-30  45.518938   25.935368   64.606168
13:54:50 - cmdstanpy - INFO - Chain [1] start processing
13:54:50 - cmdstanpy - INFO - Chain [1] done processing
13:54:50 - cmdstanpy - INFO - Chain [1] start processing
13:54:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 218:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.866847   -0.409793   52.778953
31 2025-08-31  26.228345    0.113028   52.103412
32 2025-09-30  25.610440   -1.691679   52.524685
33 2025-10-31  24.971938   -2.187706   51.709891
34 2025-11-30  24.354032   -2.911818   50.210668
Forecast for Africa and Product 219:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.411761   15.186828   59.263925
31 2025-08-31  36.047893   14.126209   59.204546
32 2025-09-30  35.695763   13.455378   55.875810
33 2025-10-31  35.331895   13.432277   57.141400
34 2025-11-30  34.979764   12.599991   56.727073
13:54:50 - cmdstanpy - INFO - Chain [1] start processing
13:54:50 - cmdstanpy - INFO - Chain [1] done processing
13:54:50 - cmdstanpy - INFO - Chain [1] start processing
13:54:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 220:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.684713   23.979543   62.657242
31 2025-08-31  44.036027   25.467067   63.242681
32 2025-09-30  44.376009   24.259908   63.240294
33 2025-10-31  44.727324   25.434720   66.160323
34 2025-11-30  45.067305   26.501915   64.034290
Forecast for Africa and Product 221:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  5.857468  -14.145462   26.573084
31 2025-08-31  4.484463  -15.051083   22.952246
32 2025-09-30  3.155748  -15.718673   22.059374
33 2025-10-31  1.782743  -16.648093   22.170637
34 2025-11-30  0.454029  -19.129307   18.894788
13:54:51 - cmdstanpy - INFO - Chain [1] start processing
13:54:51 - cmdstanpy - INFO - Chain [1] done processing
13:54:51 - cmdstanpy - INFO - Chain [1] start processing
13:54:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 222:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.182481   25.125210   73.071860
31 2025-08-31  49.479949   25.385133   73.160494
32 2025-09-30  49.767822   27.417814   73.241429
33 2025-10-31  50.065289   26.635799   70.687011
34 2025-11-30  50.353162   23.427845   73.292354
Forecast for Africa and Product 223:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.175082   27.527500   60.452559
31 2025-08-31  44.864972   28.293099   61.372298
32 2025-09-30  45.532607   27.736532   62.817597
33 2025-10-31  46.222497   29.454675   62.560544
34 2025-11-30  46.890133   28.722435   63.347508
13:54:51 - cmdstanpy - INFO - Chain [1] start processing
13:54:51 - cmdstanpy - INFO - Chain [1] done processing
13:54:51 - cmdstanpy - INFO - Chain [1] start processing
13:54:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 224:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.140297   11.870375   46.402339
31 2025-08-31  28.478186   11.059499   45.787796
32 2025-09-30  27.837432   11.563386   45.545678
33 2025-10-31  27.175321   11.073799   43.503629
34 2025-11-30  26.534568   10.330901   44.843643
Forecast for Africa and Product 225:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.607819   11.472530   43.721514
31 2025-08-31  27.102060   10.861889   43.111608
32 2025-09-30  26.612615   10.845488   43.187264
33 2025-10-31  26.106855   10.110215   43.137965
34 2025-11-30  25.617410   10.741931   41.066735
13:54:51 - cmdstanpy - INFO - Chain [1] start processing
13:54:51 - cmdstanpy - INFO - Chain [1] done processing
13:54:52 - cmdstanpy - INFO - Chain [1] start processing
13:54:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 226:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.790313   18.205321   53.297738
31 2025-08-31  36.690572   18.743171   53.497136
32 2025-09-30  36.594049   20.298876   53.148586
33 2025-10-31  36.494309   19.826774   53.974125
34 2025-11-30  36.397785   20.617639   54.880311
Forecast for Africa and Product 227:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.501096   11.048727   49.791389
31 2025-08-31  30.299657    9.052989   49.018590
32 2025-09-30  30.104716    9.775638   49.377272
33 2025-10-31  29.903277    9.718461   49.043500
34 2025-11-30  29.708335    9.206430   48.080477
13:54:52 - cmdstanpy - INFO - Chain [1] start processing
13:54:52 - cmdstanpy - INFO - Chain [1] done processing
13:54:52 - cmdstanpy - INFO - Chain [1] start processing
13:54:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 228:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.728523   31.735347   67.408541
31 2025-08-31  49.239348   31.768580   67.208565
32 2025-09-30  49.733695   32.015972   67.853231
33 2025-10-31  50.244520   31.852369   68.102234
34 2025-11-30  50.738867   34.073610   69.474560
Forecast for Africa and Product 229:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.584923   21.970771   71.662327
31 2025-08-31  46.590769   22.589805   71.138249
32 2025-09-30  46.596427   20.783640   72.008034
33 2025-10-31  46.602274   21.761670   71.691905
34 2025-11-30  46.607932   20.714610   71.034942
13:54:52 - cmdstanpy - INFO - Chain [1] start processing
13:54:52 - cmdstanpy - INFO - Chain [1] done processing
13:54:52 - cmdstanpy - INFO - Chain [1] start processing
13:54:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 230:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.193437   32.400377   80.406165
31 2025-08-31  57.982369   32.793991   82.091930
32 2025-09-30  58.745852   35.079022   84.501434
33 2025-10-31  59.534785   33.475570   84.603060
34 2025-11-30  60.298268   36.036900   85.578409
Forecast for Africa and Product 231:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.980971   14.747766   45.626749
31 2025-08-31  29.745291   15.511986   45.354562
32 2025-09-30  29.517213   14.973618   44.970775
33 2025-10-31  29.281533   13.820920   45.223691
34 2025-11-30  29.053455   13.377931   45.474947
13:54:52 - cmdstanpy - INFO - Chain [1] start processing
13:54:52 - cmdstanpy - INFO - Chain [1] done processing
13:54:53 - cmdstanpy - INFO - Chain [1] start processing
13:54:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 232:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.724761    5.677441   48.734884
31 2025-08-31  27.212539    5.872743   47.318670
32 2025-09-30  26.716840    4.880915   48.082742
33 2025-10-31  26.204618    5.752616   47.624810
34 2025-11-30  25.708920    3.672909   46.955287
Forecast for Africa and Product 233:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.713146   32.397259   70.847518
31 2025-08-31  51.247813   33.140737   69.392513
32 2025-09-30  51.765232   33.363281   70.387293
33 2025-10-31  52.299898   33.258230   72.919791
34 2025-11-30  52.817318   35.116675   71.410066
13:54:53 - cmdstanpy - INFO - Chain [1] start processing
13:54:53 - cmdstanpy - INFO - Chain [1] done processing
13:54:53 - cmdstanpy - INFO - Chain [1] start processing
13:54:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 234:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.382252   19.702667   62.126783
31 2025-08-31  40.559560   21.308833   61.743895
32 2025-09-30  40.731148   19.969738   61.250799
33 2025-10-31  40.908456   22.049505   59.199038
34 2025-11-30  41.080044   20.314048   62.313694
13:54:53 - cmdstanpy - INFO - Chain [1] start processing
13:54:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 235:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.701139   12.423103   48.692670
31 2025-08-31  30.427280   10.064558   48.891589
32 2025-09-30  30.162255   12.137886   48.088276
33 2025-10-31  29.888395   11.115340   49.104089
34 2025-11-30  29.623370   11.973112   48.387754
Forecast for Africa and Product 236:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.100448    7.815550   45.717248
31 2025-08-31  26.285610    8.078499   44.835327
32 2025-09-30  25.497058    6.426084   42.881358
33 2025-10-31  24.682220    8.177195   42.433490
34 2025-11-30  23.893667    5.622412   41.650826
13:54:53 - cmdstanpy - INFO - Chain [1] start processing
13:54:53 - cmdstanpy - INFO - Chain [1] done processing
13:54:54 - cmdstanpy - INFO - Chain [1] start processing
13:54:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 237:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.955872   11.027991   45.854850
31 2025-08-31  28.513149   10.873111   44.712415
32 2025-09-30  28.084707    9.878693   45.193221
33 2025-10-31  27.641984   10.357896   47.250160
34 2025-11-30  27.213543    7.928452   45.086877
Forecast for Africa and Product 238:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.962625   15.648221   54.405917
31 2025-08-31  34.701466   14.478272   54.651780
32 2025-09-30  34.448731   14.409174   53.390032
33 2025-10-31  34.187572   15.193621   52.745203
34 2025-11-30  33.934837   14.790310   54.178378
13:54:54 - cmdstanpy - INFO - Chain [1] start processing
13:54:54 - cmdstanpy - INFO - Chain [1] done processing
13:54:54 - cmdstanpy - INFO - Chain [1] start processing
13:54:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 239:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.999146   22.308637   63.746518
31 2025-08-31  42.958177   22.316031   63.904428
32 2025-09-30  42.918530   20.821208   63.707872
33 2025-10-31  42.877561   22.057328   63.500156
34 2025-11-30  42.837913   22.406193   65.378897
Forecast for Africa and Product 240:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.749802   29.157647   68.944763
31 2025-08-31  50.384439   29.529969   69.208642
32 2025-09-30  50.998604   31.229124   72.478901
33 2025-10-31  51.633242   31.322428   71.836069
34 2025-11-30  52.247407   31.939627   71.427151
13:54:54 - cmdstanpy - INFO - Chain [1] start processing
13:54:54 - cmdstanpy - INFO - Chain [1] done processing
13:54:54 - cmdstanpy - INFO - Chain [1] start processing
13:54:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 241:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.475985   16.352050   49.396609
31 2025-08-31  32.283570   15.146769   48.767751
32 2025-09-30  32.097361   13.548000   48.622816
33 2025-10-31  31.904946   16.004246   49.169024
34 2025-11-30  31.718738   15.046632   49.360027
Forecast for Africa and Product 242:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.140092    9.071453   61.313102
31 2025-08-31  35.820119    9.853416   59.457206
32 2025-09-30  35.510467    9.264211   60.527735
33 2025-10-31  35.190494    9.911694   61.674039
34 2025-11-30  34.880843    9.241716   60.362390
13:54:54 - cmdstanpy - INFO - Chain [1] start processing
13:54:54 - cmdstanpy - INFO - Chain [1] done processing
13:54:55 - cmdstanpy - INFO - Chain [1] start processing
13:54:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 243:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.789928   18.317784   50.497817
31 2025-08-31  34.827695   18.807872   50.580645
32 2025-09-30  34.864244   18.108163   51.612805
33 2025-10-31  34.902011   18.583413   50.598311
34 2025-11-30  34.938560   19.416715   51.397241
Forecast for Africa and Product 244:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.721479   34.753756   70.387233
31 2025-08-31  53.191267   34.630304   71.878923
32 2025-09-30  53.645900   35.408184   72.899091
33 2025-10-31  54.115687   36.292914   72.577107
34 2025-11-30  54.570320   36.671733   71.222800
13:54:55 - cmdstanpy - INFO - Chain [1] start processing
13:54:55 - cmdstanpy - INFO - Chain [1] done processing
13:54:55 - cmdstanpy - INFO - Chain [1] start processing
13:54:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 245:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.110038    7.871730   48.612839
31 2025-08-31  27.477584    6.607785   48.782283
32 2025-09-30  26.865533    5.391311   46.122430
33 2025-10-31  26.233079    4.655194   48.233121
34 2025-11-30  25.621028    4.899723   48.428496
Forecast for Africa and Product 246:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.133915   14.810392   51.476323
31 2025-08-31  32.653752   14.752956   51.014736
32 2025-09-30  32.189078   13.857804   50.680187
33 2025-10-31  31.708914   13.151829   50.905468
34 2025-11-30  31.244240   13.281938   49.950718
13:54:55 - cmdstanpy - INFO - Chain [1] start processing
13:54:55 - cmdstanpy - INFO - Chain [1] done processing
13:54:55 - cmdstanpy - INFO - Chain [1] start processing
13:54:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 247:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.023220   20.839757   49.524015
31 2025-08-31  34.991485   21.176678   50.738599
32 2025-09-30  34.960774   19.964346   49.657734
33 2025-10-31  34.929039   21.119038   49.386708
34 2025-11-30  34.898328   21.054006   49.585928
Forecast for Africa and Product 248:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.534137   22.832469   57.420611
31 2025-08-31  40.806836   23.827818   58.483654
32 2025-09-30  41.070738   23.231608   58.440278
33 2025-10-31  41.343438   25.204194   59.029754
34 2025-11-30  41.607340   24.627605   58.921878
13:54:56 - cmdstanpy - INFO - Chain [1] start processing
13:54:56 - cmdstanpy - INFO - Chain [1] done processing
13:54:56 - cmdstanpy - INFO - Chain [1] start processing
13:54:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 249:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  65.389171   43.848364   88.084136
31 2025-08-31  66.430852   46.322078   88.202818
32 2025-09-30  67.438930   47.459909   88.544159
33 2025-10-31  68.480611   47.739073   90.317881
34 2025-11-30  69.488690   48.862429   92.016129
Forecast for Africa and Product 250:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.923892   30.301555   64.477625
31 2025-08-31  47.169079   29.049307   63.726579
32 2025-09-30  47.406357   30.228148   63.581238
33 2025-10-31  47.651543   30.486928   64.901984
34 2025-11-30  47.888821   31.679262   64.071440
13:54:56 - cmdstanpy - INFO - Chain [1] start processing
13:54:56 - cmdstanpy - INFO - Chain [1] done processing
13:54:56 - cmdstanpy - INFO - Chain [1] start processing
13:54:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 251:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.006916   28.453425   67.255034
31 2025-08-31  48.388172   29.344491   67.725232
32 2025-09-30  48.757130   28.824573   67.777687
33 2025-10-31  49.138386   29.671619   67.416534
34 2025-11-30  49.507344   32.657530   67.960705
Forecast for Africa and Product 252:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.211985   31.940199   66.305573
31 2025-08-31  49.680269   31.586675   66.239723
32 2025-09-30  50.133448   31.627623   67.967958
33 2025-10-31  50.601732   32.561331   68.759088
34 2025-11-30  51.054910   34.609106   69.118076
13:54:56 - cmdstanpy - INFO - Chain [1] start processing
13:54:56 - cmdstanpy - INFO - Chain [1] done processing
13:54:56 - cmdstanpy - INFO - Chain [1] start processing
13:54:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 253:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.525820  -10.389704   39.375766
31 2025-08-31  13.097817   -9.645304   37.911899
32 2025-09-30  11.715878  -11.142461   34.266790
33 2025-10-31  10.287874  -13.398233   34.186595
34 2025-11-30   8.905935  -14.384051   31.602352
Forecast for Africa and Product 254:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.804667   14.676438   61.649925
31 2025-08-31  38.744296   18.202715   62.598000
32 2025-09-30  38.685874   17.589389   60.012975
33 2025-10-31  38.625503   15.379638   61.206706
34 2025-11-30  38.567081   14.789492   60.874064
13:54:57 - cmdstanpy - INFO - Chain [1] start processing
13:54:57 - cmdstanpy - INFO - Chain [1] done processing
13:54:57 - cmdstanpy - INFO - Chain [1] start processing
13:54:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 255:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.051477   -4.625113   42.481879
31 2025-08-31  17.982108   -6.882797   43.336374
32 2025-09-30  16.947235   -7.604917   40.753544
33 2025-10-31  15.877867   -7.895802   40.595012
34 2025-11-30  14.842994   -9.831193   39.378053
Forecast for Africa and Product 256:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.268197   35.986522   75.738803
31 2025-08-31  56.000598   34.155222   75.889314
32 2025-09-30  56.709373   37.141391   78.002273
33 2025-10-31  57.441773   36.286720   78.017822
34 2025-11-30  58.150548   38.638884   78.931688
13:54:57 - cmdstanpy - INFO - Chain [1] start processing
13:54:57 - cmdstanpy - INFO - Chain [1] done processing
13:54:57 - cmdstanpy - INFO - Chain [1] start processing
13:54:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 257:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.400477   30.890434   72.243751
31 2025-08-31  52.914185   32.223832   73.371659
32 2025-09-30  53.411322   32.608438   73.899700
33 2025-10-31  53.925030   33.531099   73.739871
34 2025-11-30  54.422166   33.577332   75.528993
Forecast for Africa and Product 258:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.753219   20.861416   55.594230
31 2025-08-31  38.753750   20.658705   56.125055
32 2025-09-30  38.754264   22.192812   57.147523
33 2025-10-31  38.754795   19.812685   57.420855
34 2025-11-30  38.755310   20.392813   56.425681
13:54:57 - cmdstanpy - INFO - Chain [1] start processing
13:54:57 - cmdstanpy - INFO - Chain [1] done processing
13:54:58 - cmdstanpy - INFO - Chain [1] start processing
13:54:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 259:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.067529   20.927078   56.071340
31 2025-08-31  39.122389   21.380083   55.720839
32 2025-09-30  39.175480   22.453596   56.732784
33 2025-10-31  39.230340   22.876458   56.891188
34 2025-11-30  39.283430   22.955968   57.733430
Forecast for Africa and Product 260:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.146904   23.166231   66.131997
31 2025-08-31  45.213964   23.108755   65.531544
32 2025-09-30  45.278860   24.239444   67.527700
33 2025-10-31  45.345920   22.843381   66.625647
34 2025-11-30  45.410817   24.070208   67.135185
13:54:58 - cmdstanpy - INFO - Chain [1] start processing
13:54:58 - cmdstanpy - INFO - Chain [1] done processing
13:54:58 - cmdstanpy - INFO - Chain [1] start processing
13:54:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 261:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.013815   25.820521   77.345545
31 2025-08-31  49.471104   21.594507   73.341984
32 2025-09-30  49.913642   22.738079   74.782853
33 2025-10-31  50.370931   23.354442   77.552304
34 2025-11-30  50.813468   23.627710   78.389756
Forecast for Africa and Product 262:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.252523    5.210267   44.460369
31 2025-08-31  23.353363    3.266030   43.224840
32 2025-09-30  22.483208    3.912535   41.373126
33 2025-10-31  21.584048    2.272202   41.566505
34 2025-11-30  20.713894    1.790677   39.475315
13:54:58 - cmdstanpy - INFO - Chain [1] start processing
13:54:58 - cmdstanpy - INFO - Chain [1] done processing
13:54:58 - cmdstanpy - INFO - Chain [1] start processing
13:54:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 263:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.723814   26.064632   74.172543
31 2025-08-31  50.224232   25.884733   74.508930
32 2025-09-30  50.708508   26.994202   75.396765
33 2025-10-31  51.208926   25.918206   74.381340
34 2025-11-30  51.693202   27.083990   75.095379
Forecast for Africa and Product 264:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.885591    3.857435   41.422623
31 2025-08-31  22.114181    2.581452   40.561374
32 2025-09-30  21.367655    3.194652   39.935298
33 2025-10-31  20.596245    2.748405   39.860865
34 2025-11-30  19.849720    0.668881   38.729273
13:54:58 - cmdstanpy - INFO - Chain [1] start processing
13:54:58 - cmdstanpy - INFO - Chain [1] done processing
13:54:59 - cmdstanpy - INFO - Chain [1] start processing
13:54:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 265:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.936480   28.480745   63.612648
31 2025-08-31  46.420661   29.264571   63.291344
32 2025-09-30  46.889222   29.504540   63.460461
33 2025-10-31  47.373402   30.045257   64.147221
34 2025-11-30  47.841964   31.131244   65.928754
Forecast for Africa and Product 266:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.184840   25.556567   63.717701
31 2025-08-31  45.081141   26.277535   62.462507
32 2025-09-30  44.980787   26.770233   62.870490
33 2025-10-31  44.877088   25.155234   62.267557
34 2025-11-30  44.776735   26.279462   62.086385
13:54:59 - cmdstanpy - INFO - Chain [1] start processing
13:54:59 - cmdstanpy - INFO - Chain [1] done processing
13:54:59 - cmdstanpy - INFO - Chain [1] start processing
13:54:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 267:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.106139   21.882244   59.954548
31 2025-08-31  41.352328   22.188730   60.002228
32 2025-09-30  41.590574   21.560688   59.508982
33 2025-10-31  41.836763   23.095309   61.486175
34 2025-11-30  42.075010   21.997606   60.039531
Forecast for Africa and Product 268:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.726258   34.071680   70.588423
31 2025-08-31  53.399640   34.545264   73.790232
32 2025-09-30  54.051299   35.666434   73.496139
33 2025-10-31  54.724681   34.051176   72.901919
34 2025-11-30  55.376340   36.215678   76.659813
13:54:59 - cmdstanpy - INFO - Chain [1] start processing
13:54:59 - cmdstanpy - INFO - Chain [1] done processing
13:54:59 - cmdstanpy - INFO - Chain [1] start processing
13:54:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 269:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.241735   23.531470   59.212240
31 2025-08-31  42.276270   24.236443   61.149758
32 2025-09-30  42.309690   23.433020   60.377322
33 2025-10-31  42.344224   24.580889   59.407899
34 2025-11-30  42.377645   24.319066   58.799696
Forecast for Africa and Product 270:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.365486   39.166642   69.374997
31 2025-08-31  55.114099   39.155656   70.205530
32 2025-09-30  55.838563   39.487817   71.608054
33 2025-10-31  56.587175   41.237818   72.070769
34 2025-11-30  57.311639   41.666553   72.151786
13:54:59 - cmdstanpy - INFO - Chain [1] start processing
13:54:59 - cmdstanpy - INFO - Chain [1] done processing
13:55:00 - cmdstanpy - INFO - Chain [1] start processing
13:55:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 271:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.800900   14.892234   58.582266
31 2025-08-31  36.280101   14.874316   57.735605
32 2025-09-30  35.776103   14.091995   55.891803
33 2025-10-31  35.255304   12.345535   56.752694
34 2025-11-30  34.751305   13.976515   57.140473
Forecast for Africa and Product 272:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.192680   21.054349   59.704361
31 2025-08-31  40.293983   22.660009   59.632024
32 2025-09-30  40.392018   21.897489   58.165467
33 2025-10-31  40.493322   21.383587   59.341595
34 2025-11-30  40.591357   20.949340   58.768510
13:55:00 - cmdstanpy - INFO - Chain [1] start processing
13:55:00 - cmdstanpy - INFO - Chain [1] done processing
13:55:00 - cmdstanpy - INFO - Chain [1] start processing
13:55:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 273:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.993639   10.116107   48.786117
31 2025-08-31  29.536946   11.234400   47.154397
32 2025-09-30  29.094986   11.235185   48.126426
33 2025-10-31  28.638293   10.164823   47.361109
34 2025-11-30  28.196332   10.540433   46.259194
Forecast for Africa and Product 274:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.359208   22.146834   66.815875
31 2025-08-31  44.658339   20.839858   68.435600
32 2025-09-30  44.947820   22.298391   69.167035
33 2025-10-31  45.246950   21.265517   67.507602
34 2025-11-30  45.536431   22.719566   66.388505
13:55:00 - cmdstanpy - INFO - Chain [1] start processing
13:55:00 - cmdstanpy - INFO - Chain [1] done processing
13:55:00 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Africa and Product 275:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.626542   -2.982489   31.825796
31 2025-08-31  13.478797   -4.066963   30.878961
32 2025-09-30  12.368075   -4.444366   29.595957
33 2025-10-31  11.220330   -6.576972   28.332229
34 2025-11-30  10.109609   -6.695001   25.717957
13:55:00 - cmdstanpy - INFO - Chain [1] done processing
13:55:01 - cmdstanpy - INFO - Chain [1] start processing
13:55:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 276:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.880515   30.293280   64.875931
31 2025-08-31  48.340607   29.934645   65.369458
32 2025-09-30  48.785857   31.106187   67.534146
33 2025-10-31  49.245948   31.172674   67.064605
34 2025-11-30  49.691198   31.715328   68.061696
Forecast for Africa and Product 277:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.751445   27.988930   70.381666
31 2025-08-31  48.932320   27.226777   70.360132
32 2025-09-30  49.107360   25.121510   70.179346
33 2025-10-31  49.288235   26.744488   70.278820
34 2025-11-30  49.463275   27.331550   72.288765
13:55:01 - cmdstanpy - INFO - Chain [1] start processing
13:55:01 - cmdstanpy - INFO - Chain [1] done processing
13:55:01 - cmdstanpy - INFO - Chain [1] start processing
13:55:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 278:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.579612   18.850836   57.424057
31 2025-08-31  37.180678   18.720595   56.892500
32 2025-09-30  36.794613   16.179554   56.203850
33 2025-10-31  36.395680   16.009420   55.725355
34 2025-11-30  36.009615   15.322550   54.537889
Forecast for Africa and Product 279:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.963491    4.404250   44.902153
31 2025-08-31  21.975956    0.838180   41.871865
32 2025-09-30  21.020277    0.305818   40.363560
33 2025-10-31  20.032742   -0.710761   41.159214
34 2025-11-30  19.077063   -2.198827   40.360414
13:55:01 - cmdstanpy - INFO - Chain [1] start processing
13:55:01 - cmdstanpy - INFO - Chain [1] done processing
13:55:01 - cmdstanpy - INFO - Chain [1] start processing
13:55:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 280:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.768434   23.504538   55.207250
31 2025-08-31  38.673576   23.369891   54.912720
32 2025-09-30  38.581777   22.139074   54.112802
33 2025-10-31  38.486919   22.423961   54.734898
34 2025-11-30  38.395121   23.207829   54.326322
Forecast for Africa and Product 281:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.392693   13.494860   37.244710
31 2025-08-31  24.905709   12.471375   35.918728
32 2025-09-30  24.434434   12.530056   36.759381
33 2025-10-31  23.947450   11.647718   35.669762
34 2025-11-30  23.476176   10.750600   35.413365
13:55:02 - cmdstanpy - INFO - Chain [1] start processing
13:55:02 - cmdstanpy - INFO - Chain [1] done processing
13:55:02 - cmdstanpy - INFO - Chain [1] start processing
13:55:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 282:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.226453   -5.082619   37.371456
31 2025-08-31  14.970811   -7.731477   36.650790
32 2025-09-30  13.755673   -7.661165   34.758174
33 2025-10-31  12.500032   -9.460375   34.597300
34 2025-11-30  11.284894  -10.200752   32.042127
Forecast for Africa and Product 283:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.722928   27.340764   70.189772
31 2025-08-31  49.152579   28.781666   72.518878
32 2025-09-30  49.568370   28.785769   71.187928
33 2025-10-31  49.998020   29.788252   72.106535
34 2025-11-30  50.413811   27.795836   69.678035
13:55:02 - cmdstanpy - INFO - Chain [1] start processing
13:55:02 - cmdstanpy - INFO - Chain [1] done processing
13:55:02 - cmdstanpy - INFO - Chain [1] start processing
13:55:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 284:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.376415   17.794195   47.528571
31 2025-08-31  30.884529   14.168640   45.527940
32 2025-09-30  30.408510   15.424876   46.613362
33 2025-10-31  29.916624   14.926973   43.888680
34 2025-11-30  29.440606   12.496679   43.334017
Forecast for Africa and Product 285:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.473233   44.425393   73.286029
31 2025-08-31  59.352964   45.173753   73.709968
32 2025-09-30  60.204318   45.865653   75.362273
33 2025-10-31  61.084049   45.936967   74.821012
34 2025-11-30  61.935402   47.976227   76.965190
13:55:02 - cmdstanpy - INFO - Chain [1] start processing
13:55:02 - cmdstanpy - INFO - Chain [1] done processing
13:55:03 - cmdstanpy - INFO - Chain [1] start processing
13:55:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 286:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.124123   21.082364   53.056659
31 2025-08-31  37.061178   19.819643   54.063635
32 2025-09-30  37.000264   21.558782   53.604941
33 2025-10-31  36.937318   19.929269   52.530106
34 2025-11-30  36.876404   20.251895   52.356246
Forecast for Africa and Product 287:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.182678   13.974646   42.964977
31 2025-08-31  27.661494   12.710007   42.156770
32 2025-09-30  27.157123   11.391177   41.070413
33 2025-10-31  26.635939   11.187365   41.413204
34 2025-11-30  26.131567   11.837326   40.127909
13:55:03 - cmdstanpy - INFO - Chain [1] start processing
13:55:03 - cmdstanpy - INFO - Chain [1] done processing
13:55:03 - cmdstanpy - INFO - Chain [1] start processing
13:55:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 288:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.873991   14.138839   54.002327
31 2025-08-31  32.240991   11.372112   50.484851
32 2025-09-30  31.628409   10.985893   52.085058
33 2025-10-31  30.995409   10.511874   51.248363
34 2025-11-30  30.382827    9.198396   51.904379
Forecast for Africa and Product 289:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.960589   23.575571   63.171774
31 2025-08-31  44.300704   24.900559   65.939970
32 2025-09-30  44.629848   23.124140   64.965851
33 2025-10-31  44.969963   24.446289   65.344548
34 2025-11-30  45.299107   26.183736   65.646169
13:55:03 - cmdstanpy - INFO - Chain [1] start processing
13:55:03 - cmdstanpy - INFO - Chain [1] done processing
13:55:03 - cmdstanpy - INFO - Chain [1] start processing
13:55:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 290:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.218742   29.937280   73.729914
31 2025-08-31  52.718238   31.211939   74.152859
32 2025-09-30  53.201622   31.831645   73.650864
33 2025-10-31  53.701119   33.596152   76.476781
34 2025-11-30  54.184503   33.021927   75.628187
Forecast for Africa and Product 291:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.283256   19.282271   55.963094
31 2025-08-31  37.241184   17.949445   54.550859
32 2025-09-30  37.200469   18.891470   55.591763
33 2025-10-31  37.158397   17.442653   55.277832
34 2025-11-30  37.117683   18.963159   56.334401
13:55:03 - cmdstanpy - INFO - Chain [1] start processing
13:55:04 - cmdstanpy - INFO - Chain [1] done processing
13:55:04 - cmdstanpy - INFO - Chain [1] start processing
13:55:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 292:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.227347   44.881102   84.948537
31 2025-08-31  65.516897   44.541373   84.890897
32 2025-09-30  66.764850   47.494702   86.611526
33 2025-10-31  68.054400   47.125945   87.078195
34 2025-11-30  69.302352   49.712192   89.948106
Forecast for Africa and Product 293:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  69.874290   45.832814   93.771282
31 2025-08-31  71.169968   48.011444   95.016160
32 2025-09-30  72.423850   46.787787   96.957288
33 2025-10-31  73.719529   47.619626   98.791574
34 2025-11-30  74.973411   50.261115   99.763434
13:55:04 - cmdstanpy - INFO - Chain [1] start processing
13:55:04 - cmdstanpy - INFO - Chain [1] done processing
13:55:04 - cmdstanpy - INFO - Chain [1] start processing
13:55:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 294:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.673247   18.348463   53.726102
31 2025-08-31  35.257878   17.726062   54.372278
32 2025-09-30  34.855909   17.516131   53.094589
33 2025-10-31  34.440540   16.072363   52.943519
34 2025-11-30  34.038571   15.017877   52.164420
Forecast for Africa and Product 295:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.265341   16.952451   60.228278
31 2025-08-31  39.360609   16.977651   61.114640
32 2025-09-30  39.452804   15.067246   61.725973
33 2025-10-31  39.548073   16.516508   61.977932
34 2025-11-30  39.640268   16.118945   62.105775
13:55:04 - cmdstanpy - INFO - Chain [1] start processing
13:55:04 - cmdstanpy - INFO - Chain [1] done processing
13:55:04 - cmdstanpy - INFO - Chain [1] start processing
13:55:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 296:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.520907    7.058077   50.011284
31 2025-08-31  29.199340    6.721503   51.075592
32 2025-09-30  28.888146    8.054724   50.669867
33 2025-10-31  28.566579    6.768331   51.341590
34 2025-11-30  28.255386    5.057756   51.330567
Forecast for Africa and Product 297:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.164639    3.156837   39.161478
31 2025-08-31  20.314343    1.487773   38.534126
32 2025-09-30  19.491476    1.460617   38.003496
33 2025-10-31  18.641180    0.832477   36.723255
34 2025-11-30  17.818313   -0.239127   37.190809
13:55:05 - cmdstanpy - INFO - Chain [1] start processing
13:55:05 - cmdstanpy - INFO - Chain [1] done processing
13:55:05 - cmdstanpy - INFO - Chain [1] start processing
13:55:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 298:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.372536   25.327549   66.383168
31 2025-08-31  45.397502   25.301085   65.588657
32 2025-09-30  45.421661   27.153958   66.449034
33 2025-10-31  45.446626   26.085238   66.254354
34 2025-11-30  45.470786   26.510641   64.880401
Forecast for Africa and Product 299:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.963487   32.844525   73.739677
31 2025-08-31  53.559850   31.854591   73.550309
32 2025-09-30  54.136976   32.811656   74.743595
33 2025-10-31  54.733339   33.859345   76.601769
34 2025-11-30  55.310464   36.517172   77.162043
13:55:05 - cmdstanpy - INFO - Chain [1] start processing
13:55:05 - cmdstanpy - INFO - Chain [1] done processing
13:55:05 - cmdstanpy - INFO - Chain [1] start processing
13:55:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 300:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.112267    7.927302   42.478832
31 2025-08-31  24.650670    8.723347   41.262121
32 2025-09-30  24.203964    6.800751   41.798233
33 2025-10-31  23.742367    6.447211   39.165310
34 2025-11-30  23.295660    6.608771   41.356714
Forecast for Africa and Product 301:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.722905   18.668352   65.628463
31 2025-08-31  41.944953   19.324715   64.635618
32 2025-09-30  42.159839   17.189644   64.351532
33 2025-10-31  42.381888   17.575829   65.538643
34 2025-11-30  42.596774   19.404750   67.382470
13:55:05 - cmdstanpy - INFO - Chain [1] start processing
13:55:05 - cmdstanpy - INFO - Chain [1] done processing
13:55:05 - cmdstanpy - INFO - Chain [1] start processing
13:55:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 302:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.480444   17.153252   53.685684
31 2025-08-31  36.244331   19.105243   55.224532
32 2025-09-30  36.015835   17.641145   53.965643
33 2025-10-31  35.779723   16.888388   56.441200
34 2025-11-30  35.551227   16.575256   54.277022
Forecast for Africa and Product 303:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.479299    7.197590   53.113149
31 2025-08-31  28.773539    7.425480   52.914600
32 2025-09-30  28.090546    6.141442   50.046537
33 2025-10-31  27.384786    3.838773   49.439381
34 2025-11-30  26.701792    2.159606   49.347715
13:55:06 - cmdstanpy - INFO - Chain [1] start processing
13:55:06 - cmdstanpy - INFO - Chain [1] done processing
13:55:06 - cmdstanpy - INFO - Chain [1] start processing
13:55:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 304:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.692565    3.266945   43.006686
31 2025-08-31  22.014663    2.128833   39.702147
32 2025-09-30  21.358629    2.383030   40.338258
33 2025-10-31  20.680727    1.457049   40.259128
34 2025-11-30  20.024693    0.670794   38.065078
Forecast for Africa and Product 305:
           ds       yhat  yhat_lower  yhat_upper
29 2025-06-30  46.154023   28.560750   65.027207
30 2025-07-31  46.383050   27.860194   66.638833
31 2025-08-31  46.612078   29.591455   64.898376
32 2025-09-30  46.833718   29.244855   65.470652
33 2025-10-31  47.062745   29.120746   63.447960
13:55:06 - cmdstanpy - INFO - Chain [1] start processing
13:55:06 - cmdstanpy - INFO - Chain [1] done processing
13:55:06 - cmdstanpy - INFO - Chain [1] start processing
13:55:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 306:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.785951   18.764847   59.109915
31 2025-08-31  38.565646   18.526246   58.033295
32 2025-09-30  38.352447   16.963702   60.149657
33 2025-10-31  38.132141   17.485215   59.587677
34 2025-11-30  37.918942   17.334424   58.269836
Forecast for Africa and Product 307:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.259608   30.719333   80.333742
31 2025-08-31  55.807341   29.434050   81.222058
32 2025-09-30  56.337406   29.226363   82.005840
33 2025-10-31  56.885139   30.062733   82.529975
34 2025-11-30  57.415204   31.766799   81.557839
13:55:06 - cmdstanpy - INFO - Chain [1] start processing
13:55:06 - cmdstanpy - INFO - Chain [1] done processing
13:55:06 - cmdstanpy - INFO - Chain [1] start processing
13:55:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 308:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.437647   17.487882   66.090801
31 2025-08-31  42.642659   19.902669   66.493841
32 2025-09-30  42.841057   18.349264   65.953415
33 2025-10-31  43.046069   18.202984   67.366259
34 2025-11-30  43.244468   19.836444   68.294006
Forecast for Africa and Product 309:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  13.276368   -1.406416   27.883526
31 2025-08-31  12.049201   -1.897951   27.504630
32 2025-09-30  10.861620   -3.903911   25.341658
33 2025-10-31   9.634453   -4.471086   24.180690
34 2025-11-30   8.446872   -6.161490   23.325159
13:55:07 - cmdstanpy - INFO - Chain [1] start processing
13:55:07 - cmdstanpy - INFO - Chain [1] done processing
13:55:07 - cmdstanpy - INFO - Chain [1] start processing
13:55:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 310:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.748953   21.642072   55.126210
31 2025-08-31  38.088641   22.441889   55.676608
32 2025-09-30  38.417371   21.269134   54.185893
33 2025-10-31  38.757059   21.136146   54.452159
34 2025-11-30  39.085789   21.196920   56.604943
Forecast for Africa and Product 311:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.107637   20.026915   53.819689
31 2025-08-31  36.038364   18.825899   53.683957
32 2025-09-30  35.971326   18.696075   51.870005
33 2025-10-31  35.902053   17.788049   53.134099
34 2025-11-30  35.835014   19.040651   52.366357
13:55:07 - cmdstanpy - INFO - Chain [1] start processing
13:55:07 - cmdstanpy - INFO - Chain [1] done processing
13:55:07 - cmdstanpy - INFO - Chain [1] start processing
13:55:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 312:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.827349   18.311676   50.555657
31 2025-08-31  34.407008   18.598776   49.290755
32 2025-09-30  34.000226   19.276455   50.513026
33 2025-10-31  33.579885   16.684459   48.751021
34 2025-11-30  33.173104   17.546231   48.825319
Forecast for Africa and Product 313:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.373451   14.691756   58.707368
31 2025-08-31  35.915704   12.870837   58.001809
32 2025-09-30  35.472723   12.727673   57.734935
33 2025-10-31  35.014976   12.916182   57.911586
34 2025-11-30  34.571995   12.173311   55.179928
13:55:07 - cmdstanpy - INFO - Chain [1] start processing
13:55:07 - cmdstanpy - INFO - Chain [1] done processing
13:55:08 - cmdstanpy - INFO - Chain [1] start processing
13:55:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 314:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.284356   11.624023   52.390218
31 2025-08-31  30.921461    7.984441   51.447515
32 2025-09-30  30.570272    7.831696   52.265856
33 2025-10-31  30.207378    7.441825   51.849279
34 2025-11-30  29.856189    6.278963   50.103725
Forecast for Africa and Product 315:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.861676   14.524016   58.579318
31 2025-08-31  35.619040   15.667873   59.230062
32 2025-09-30  35.384232   14.639775   58.366539
33 2025-10-31  35.141597   13.444811   55.802899
34 2025-11-30  34.906789   11.414986   56.962246
13:55:08 - cmdstanpy - INFO - Chain [1] start processing
13:55:08 - cmdstanpy - INFO - Chain [1] done processing
13:55:08 - cmdstanpy - INFO - Chain [1] start processing
13:55:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 316:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.151696   16.263801   53.902979
31 2025-08-31  34.908096   16.634526   53.513751
32 2025-09-30  34.672354   15.490487   53.435595
33 2025-10-31  34.428753   15.999235   52.025002
34 2025-11-30  34.193011   15.325562   52.702613
Forecast for Africa and Product 317:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.686616   29.250990   77.025770
31 2025-08-31  53.933893   28.243707   80.048816
32 2025-09-30  54.173194   29.337084   78.202660
33 2025-10-31  54.420471   29.545388   75.725004
34 2025-11-30  54.659772   31.938415   77.099575
13:55:08 - cmdstanpy - INFO - Chain [1] start processing
13:55:08 - cmdstanpy - INFO - Chain [1] done processing
13:55:08 - cmdstanpy - INFO - Chain [1] start processing
13:55:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 318:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.733344   38.011588   69.731754
31 2025-08-31  55.266766   39.474594   70.745422
32 2025-09-30  55.782982   39.746133   72.490116
33 2025-10-31  56.316404   41.306503   72.816170
34 2025-11-30  56.832619   41.353148   72.195618
Forecast for Africa and Product 319:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.803900   22.576649   66.061544
31 2025-08-31  43.559272   24.402563   63.978989
32 2025-09-30  43.322536   23.325302   64.304093
33 2025-10-31  43.077909   21.485524   64.829399
34 2025-11-30  42.841173   22.564399   65.843907
13:55:08 - cmdstanpy - INFO - Chain [1] start processing
13:55:09 - cmdstanpy - INFO - Chain [1] done processing
13:55:09 - cmdstanpy - INFO - Chain [1] start processing
13:55:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 320:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.766439   29.802784   82.325623
31 2025-08-31  56.092959   30.124366   82.351755
32 2025-09-30  56.408945   31.965307   82.152539
33 2025-10-31  56.735465   30.355542   82.103763
34 2025-11-30  57.051452   32.803806   80.868049
Forecast for Africa and Product 321:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.800206   21.595991   63.734341
31 2025-08-31  42.836337   21.708061   63.550123
32 2025-09-30  42.871302   22.997867   64.762651
33 2025-10-31  42.907433   21.069107   63.684608
34 2025-11-30  42.942399   20.506415   65.148532
13:55:09 - cmdstanpy - INFO - Chain [1] start processing
13:55:09 - cmdstanpy - INFO - Chain [1] done processing
13:55:09 - cmdstanpy - INFO - Chain [1] start processing
13:55:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 322:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.001002   10.824061   52.696979
31 2025-08-31  31.941357   11.729401   50.926920
32 2025-09-30  31.883637   12.457188   52.553571
33 2025-10-31  31.823992   12.432293   50.787186
34 2025-11-30  31.766272    9.932774   52.169020
Forecast for Africa and Product 323:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.694641    0.851266   46.266222
31 2025-08-31  22.780232    2.978135   44.264812
32 2025-09-30  21.895321   -0.362451   43.798131
33 2025-10-31  20.980912   -0.023891   42.939786
34 2025-11-30  20.096001   -0.581647   42.707284
13:55:09 - cmdstanpy - INFO - Chain [1] start processing
13:55:09 - cmdstanpy - INFO - Chain [1] done processing
13:55:09 - cmdstanpy - INFO - Chain [1] start processing
13:55:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 324:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.096494   14.117637   50.785143
31 2025-08-31  32.410310   13.631833   51.252359
32 2025-09-30  31.746261   13.178840   51.596144
33 2025-10-31  31.060077   11.998911   49.757057
34 2025-11-30  30.396027   10.703064   48.462423
Forecast for Africa and Product 325:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.800006   21.577955   53.348654
31 2025-08-31  37.789424   21.115745   53.087452
32 2025-09-30  37.779183   20.606620   53.571746
33 2025-10-31  37.768600   23.907879   53.281015
34 2025-11-30  37.758359   23.081786   53.608123
13:55:10 - cmdstanpy - INFO - Chain [1] start processing
13:55:10 - cmdstanpy - INFO - Chain [1] done processing
13:55:10 - cmdstanpy - INFO - Chain [1] start processing
13:55:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 326:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.520247   22.746787   60.659721
31 2025-08-31  42.691806   20.731698   62.348188
32 2025-09-30  42.857831   21.158084   62.985214
33 2025-10-31  43.029389   23.971538   63.270629
34 2025-11-30  43.195414   22.284871   61.911466
Forecast for Africa and Product 327:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.125940   12.144445   56.686154
31 2025-08-31  33.946435   11.151665   54.960396
32 2025-09-30  33.772721    9.096372   56.286129
33 2025-10-31  33.593216   10.242832   56.380465
34 2025-11-30  33.419501   11.406041   54.848168
13:55:10 - cmdstanpy - INFO - Chain [1] start processing
13:55:10 - cmdstanpy - INFO - Chain [1] done processing
13:55:10 - cmdstanpy - INFO - Chain [1] start processing
13:55:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 328:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.560915   28.571147   64.186573
31 2025-08-31  46.871712   30.400535   64.351504
32 2025-09-30  47.172484   28.527808   64.222477
33 2025-10-31  47.483281   27.897004   66.099996
34 2025-11-30  47.784053   29.312751   64.992014
Forecast for Africa and Product 329:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.777847    1.173873   43.720431
31 2025-08-31  21.996471    1.917561   43.428741
32 2025-09-30  21.240302   -0.506271   41.951617
33 2025-10-31  20.458926   -0.129603   42.371423
34 2025-11-30  19.702756   -1.728926   40.098771
13:55:10 - cmdstanpy - INFO - Chain [1] start processing
13:55:10 - cmdstanpy - INFO - Chain [1] done processing
13:55:10 - cmdstanpy - INFO - Chain [1] start processing
13:55:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 330:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.285180   23.823113   65.158067
31 2025-08-31  45.388581   24.221771   67.076303
32 2025-09-30  45.488646   23.828226   67.007651
33 2025-10-31  45.592047   26.251413   66.826107
34 2025-11-30  45.692112   23.793368   67.638036
Forecast for Africa and Product 331:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.898981   17.943013   57.643410
31 2025-08-31  37.511684   19.037928   58.312586
32 2025-09-30  37.136880   17.128142   57.337341
33 2025-10-31  36.749582   16.197540   57.044205
34 2025-11-30  36.374778   16.632319   55.917725
13:55:11 - cmdstanpy - INFO - Chain [1] start processing
13:55:11 - cmdstanpy - INFO - Chain [1] done processing
13:55:11 - cmdstanpy - INFO - Chain [1] start processing
13:55:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 332:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.292641   20.898412   60.504065
31 2025-08-31  41.288459   21.351984   60.580351
32 2025-09-30  41.284411   22.205330   60.453232
33 2025-10-31  41.280229   21.990361   60.182327
34 2025-11-30  41.276182   21.314576   60.169507
Forecast for Africa and Product 333:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.808181    9.602462   42.743713
31 2025-08-31  25.177249    8.585618   43.012951
32 2025-09-30  24.566670    7.462038   41.750326
33 2025-10-31  23.935739    7.374016   40.213123
34 2025-11-30  23.325160    4.810212   38.978691
13:55:11 - cmdstanpy - INFO - Chain [1] start processing
13:55:11 - cmdstanpy - INFO - Chain [1] done processing
13:55:11 - cmdstanpy - INFO - Chain [1] start processing
13:55:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 334:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.232140   19.112378   57.837076
31 2025-08-31  39.141082   19.009169   58.997947
32 2025-09-30  39.052962   19.302725   57.763893
33 2025-10-31  38.961904   20.556832   58.147035
34 2025-11-30  38.873784   20.889190   58.704386
Forecast for Africa and Product 335:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.960507   17.300774   59.989399
31 2025-08-31  39.979517   18.923738   62.568352
32 2025-09-30  39.997914   18.005121   61.796716
33 2025-10-31  40.016925   19.986093   61.399678
34 2025-11-30  40.035322   19.772636   62.657336
13:55:11 - cmdstanpy - INFO - Chain [1] start processing
13:55:11 - cmdstanpy - INFO - Chain [1] done processing
13:55:12 - cmdstanpy - INFO - Chain [1] start processing
13:55:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 336:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.597446   14.810842   43.290794
31 2025-08-31  28.098293   14.200938   41.648987
32 2025-09-30  27.615242   12.541892   42.853092
33 2025-10-31  27.116089   11.757622   40.185724
34 2025-11-30  26.633038   12.300354   40.987766
Forecast for Africa and Product 337:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.075309    5.214852   45.304207
31 2025-08-31  24.466297    5.160149   45.188613
32 2025-09-30  23.876930    4.270144   44.823437
33 2025-10-31  23.267918    3.120116   44.461713
34 2025-11-30  22.678551    2.719669   42.310421
13:55:12 - cmdstanpy - INFO - Chain [1] start processing
13:55:12 - cmdstanpy - INFO - Chain [1] done processing
13:55:12 - cmdstanpy - INFO - Chain [1] start processing
13:55:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 338:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.399908    1.764879   37.251683
31 2025-08-31  17.256317    0.590330   33.773078
32 2025-09-30  16.149617   -2.246160   33.962266
33 2025-10-31  15.006026   -1.181066   31.493513
34 2025-11-30  13.899326   -3.470775   31.263822
Forecast for Africa and Product 339:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.236048    5.783368   40.587996
31 2025-08-31  22.146406    4.613282   39.805895
32 2025-09-30  21.091913    3.372805   39.633328
33 2025-10-31  20.002271    1.791698   38.186646
34 2025-11-30  18.947779    0.318217   36.175912
13:55:12 - cmdstanpy - INFO - Chain [1] start processing
13:55:12 - cmdstanpy - INFO - Chain [1] done processing
13:55:12 - cmdstanpy - INFO - Chain [1] start processing
13:55:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 340:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.352302   14.102558   50.228992
31 2025-08-31  32.002880   14.393625   50.955369
32 2025-09-30  31.664730   14.215890   50.509911
33 2025-10-31  31.315308   13.435384   49.605078
34 2025-11-30  30.977158   13.021818   48.520057
Forecast for Africa and Product 341:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.934228   25.081424   67.329437
31 2025-08-31  47.077221   26.825106   68.928291
32 2025-09-30  47.215601   26.156436   68.379953
33 2025-10-31  47.358595   26.268456   67.621585
34 2025-11-30  47.496975   26.976108   68.228574
13:55:12 - cmdstanpy - INFO - Chain [1] start processing
13:55:12 - cmdstanpy - INFO - Chain [1] done processing
13:55:13 - cmdstanpy - INFO - Chain [1] start processing
13:55:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 342:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.336096   11.148519   47.749341
31 2025-08-31  29.779168   10.905485   46.604139
32 2025-09-30  29.240205   12.254749   47.135740
33 2025-10-31  28.683277   12.028653   46.029056
34 2025-11-30  28.144315    9.884468   44.672883
Forecast for Africa and Product 343:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.404755   34.653711   66.060685
31 2025-08-31  51.048096   34.842968   67.029575
32 2025-09-30  51.670684   36.135663   67.110341
33 2025-10-31  52.314025   36.442679   69.245284
34 2025-11-30  52.936613   37.189365   68.682444
13:55:13 - cmdstanpy - INFO - Chain [1] start processing
13:55:13 - cmdstanpy - INFO - Chain [1] done processing
13:55:13 - cmdstanpy - INFO - Chain [1] start processing
13:55:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 344:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.836222   20.230416   58.933477
31 2025-08-31  39.827341   19.812568   59.733354
32 2025-09-30  39.818746   19.303289   60.267342
33 2025-10-31  39.809865   20.614640   59.748991
34 2025-11-30  39.801270   19.920210   62.060775
Forecast for Africa and Product 345:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.990140   38.046975   81.684540
31 2025-08-31  59.840679   38.495674   81.897044
32 2025-09-30  60.663781   39.654128   83.152374
33 2025-10-31  61.514320   40.282292   83.210402
34 2025-11-30  62.337423   42.331374   84.399785
13:55:13 - cmdstanpy - INFO - Chain [1] start processing
13:55:13 - cmdstanpy - INFO - Chain [1] done processing
13:55:13 - cmdstanpy - INFO - Chain [1] start processing
13:55:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 346:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.654422   19.846995   56.568591
31 2025-08-31  36.260822   17.758425   54.974205
32 2025-09-30  35.879919   17.564794   52.137240
33 2025-10-31  35.486319   16.193536   53.468771
34 2025-11-30  35.105416   17.276604   53.461890
Forecast for Africa and Product 347:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.607879   33.619707   69.995682
31 2025-08-31  53.080749   34.293146   71.953030
32 2025-09-30  53.538365   35.810162   70.738913
33 2025-10-31  54.011235   35.976025   71.864871
34 2025-11-30  54.468851   37.705172   71.338124
13:55:13 - cmdstanpy - INFO - Chain [1] start processing
13:55:14 - cmdstanpy - INFO - Chain [1] done processing
13:55:14 - cmdstanpy - INFO - Chain [1] start processing
13:55:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 348:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.776210   14.768302   53.281170
31 2025-08-31  34.568210   14.567844   54.524749
32 2025-09-30  34.366919   13.972455   54.386235
33 2025-10-31  34.158918   14.488780   52.560872
34 2025-11-30  33.957628   14.255048   54.259556
Forecast for Africa and Product 349:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.133494   21.078362   62.009077
31 2025-08-31  41.055474   20.673809   60.484779
32 2025-09-30  40.979971   21.303881   60.658955
33 2025-10-31  40.901952   21.238715   60.048478
34 2025-11-30  40.826449   21.379994   60.862639
13:55:14 - cmdstanpy - INFO - Chain [1] start processing
13:55:14 - cmdstanpy - INFO - Chain [1] done processing
13:55:14 - cmdstanpy - INFO - Chain [1] start processing
13:55:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 350:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.834650   26.498525   58.654418
31 2025-08-31  41.529990   24.470899   57.937337
32 2025-09-30  41.235157   24.350212   58.142275
33 2025-10-31  40.930497   24.869063   58.882005
34 2025-11-30  40.635664   25.560200   57.092394
Forecast for Africa and Product 351:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.852342   18.269468   63.519676
31 2025-08-31  40.807238   19.034009   63.866135
32 2025-09-30  40.763590   20.830600   62.805774
33 2025-10-31  40.718486   19.743616   62.050487
34 2025-11-30  40.674838   18.531494   61.395402
13:55:14 - cmdstanpy - INFO - Chain [1] start processing
13:55:14 - cmdstanpy - INFO - Chain [1] done processing
13:55:14 - cmdstanpy - INFO - Chain [1] start processing
13:55:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 352:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.867382   14.955823   59.857383
31 2025-08-31  36.454663   13.804733   59.183544
32 2025-09-30  36.055256   13.089864   58.246288
33 2025-10-31  35.642536   13.890352   59.621869
34 2025-11-30  35.243130   13.473661   56.285306
Forecast for Africa and Product 353:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.661974   31.153209   59.976156
31 2025-08-31  46.035438   30.461497   60.490130
32 2025-09-30  46.396855   31.386948   60.948022
33 2025-10-31  46.770319   32.065356   62.139638
34 2025-11-30  47.131735   32.446204   61.390289
13:55:15 - cmdstanpy - INFO - Chain [1] start processing
13:55:15 - cmdstanpy - INFO - Chain [1] done processing
13:55:15 - cmdstanpy - INFO - Chain [1] start processing
13:55:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 354:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.649139   24.329637   59.559182
31 2025-08-31  41.888655   24.185101   60.056329
32 2025-09-30  42.120444   23.314814   58.951736
33 2025-10-31  42.359959   24.721993   60.375625
34 2025-11-30  42.591748   24.107488   59.966494
13:55:15 - cmdstanpy - INFO - Chain [1] start processing
13:55:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 355:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.035111   29.716999   70.674658
31 2025-08-31  50.552182   30.140241   73.192181
32 2025-09-30  51.052573   30.180343   72.978082
33 2025-10-31  51.569645   30.395906   72.335531
34 2025-11-30  52.070036   30.642003   73.019488
Forecast for Africa and Product 356:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.707445   18.897512   53.214852
31 2025-08-31  36.749628   18.815696   54.060940
32 2025-09-30  36.790452   18.896025   54.736702
33 2025-10-31  36.832636   19.829865   55.393467
34 2025-11-30  36.873459   19.715159   54.391696
13:55:15 - cmdstanpy - INFO - Chain [1] start processing
13:55:15 - cmdstanpy - INFO - Chain [1] done processing
13:55:15 - cmdstanpy - INFO - Chain [1] start processing
13:55:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 357:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.062684   32.208579   61.716697
31 2025-08-31  47.553464   32.830571   61.447854
32 2025-09-30  48.028413   33.758555   62.709951
33 2025-10-31  48.519194   33.619266   62.307421
34 2025-11-30  48.994143   34.056240   64.185648
Forecast for Africa and Product 358:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.868035   35.194295   74.326115
31 2025-08-31  55.530052   33.958980   75.954256
32 2025-09-30  56.170714   36.971148   76.417020
33 2025-10-31  56.832731   36.120400   76.879907
34 2025-11-30  57.473393   36.196321   77.920466
13:55:15 - cmdstanpy - INFO - Chain [1] start processing
13:55:16 - cmdstanpy - INFO - Chain [1] done processing
13:55:16 - cmdstanpy - INFO - Chain [1] start processing
13:55:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 359:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.744008   21.404916   64.646522
31 2025-08-31  43.018096   21.215098   63.396882
32 2025-09-30  43.283343   22.079147   63.101588
33 2025-10-31  43.557431   24.073715   63.609158
34 2025-11-30  43.822677   24.437082   64.364642
Forecast for Africa and Product 360:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.586524   17.496885   61.870045
31 2025-08-31  38.650776   17.048876   60.805257
32 2025-09-30  38.712955   16.769104   59.091699
33 2025-10-31  38.777207   19.242600   59.944120
34 2025-11-30  38.839386   16.921831   61.199891
13:55:16 - cmdstanpy - INFO - Chain [1] start processing
13:55:16 - cmdstanpy - INFO - Chain [1] done processing
13:55:16 - cmdstanpy - INFO - Chain [1] start processing
13:55:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 361:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.194079   16.876529   56.667196
31 2025-08-31  36.197610   17.149153   54.722860
32 2025-09-30  36.201027   16.823081   55.897711
33 2025-10-31  36.204558   17.476899   55.999635
34 2025-11-30  36.207975   14.930519   54.544558
Forecast for Africa and Product 362:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.297267    2.831682   43.836901
31 2025-08-31  21.254423    0.131695   42.775788
32 2025-09-30  20.245218   -0.149215   41.823912
33 2025-10-31  19.202374   -1.896156   41.399626
34 2025-11-30  18.193170   -2.129864   39.071006
13:55:16 - cmdstanpy - INFO - Chain [1] start processing
13:55:16 - cmdstanpy - INFO - Chain [1] done processing
13:55:16 - cmdstanpy - INFO - Chain [1] start processing
13:55:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 363:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.329171   41.095732   75.135928
31 2025-08-31  59.300737   42.752753   75.035993
32 2025-09-30  60.240963   43.013443   77.174569
33 2025-10-31  61.212529   44.880996   77.250367
34 2025-11-30  62.152755   45.756778   78.037478
Forecast for Africa and Product 364:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.155793   21.499571   61.725700
31 2025-08-31  41.209679   21.309778   60.414641
32 2025-09-30  41.261826   21.570710   59.870055
33 2025-10-31  41.315712   21.344115   61.490870
34 2025-11-30  41.367860   23.015394   59.997088
13:55:17 - cmdstanpy - INFO - Chain [1] start processing
13:55:17 - cmdstanpy - INFO - Chain [1] done processing
13:55:17 - cmdstanpy - INFO - Chain [1] start processing
13:55:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 365:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.239666   18.086267   44.219947
31 2025-08-31  30.992558   18.921046   44.602532
32 2025-09-30  30.753421   18.262967   44.340784
33 2025-10-31  30.506312   18.297751   43.834028
34 2025-11-30  30.267175   16.811999   44.132121
Forecast for Africa and Product 366:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.970028    3.261782   44.905721
31 2025-08-31  23.222038    4.073282   43.628078
32 2025-09-30  22.498178    1.869870   41.679384
33 2025-10-31  21.750188    1.717165   41.686602
34 2025-11-30  21.026327    1.160510   43.249928
13:55:17 - cmdstanpy - INFO - Chain [1] start processing
13:55:17 - cmdstanpy - INFO - Chain [1] done processing
13:55:17 - cmdstanpy - INFO - Chain [1] start processing
13:55:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 367:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.366967   26.541776   66.723130
31 2025-08-31  46.586943   27.936611   66.400441
32 2025-09-30  46.799823   26.614270   66.547269
33 2025-10-31  47.019799   27.561790   66.953015
34 2025-11-30  47.232679   27.779747   69.066268
Forecast for Africa and Product 368:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.834031   14.418030   50.141498
31 2025-08-31  30.388802   12.458043   47.999520
32 2025-09-30  29.957935   11.850373   48.585020
33 2025-10-31  29.512706   11.530083   47.284257
34 2025-11-30  29.081840   10.034998   46.434768
13:55:17 - cmdstanpy - INFO - Chain [1] start processing
13:55:17 - cmdstanpy - INFO - Chain [1] done processing
13:55:18 - cmdstanpy - INFO - Chain [1] start processing
13:55:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 369:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.257082   30.513677   72.747451
31 2025-08-31  52.784907   32.254339   73.939410
32 2025-09-30  53.295706   30.844007   74.507129
33 2025-10-31  53.823531   32.982702   75.998983
34 2025-11-30  54.334330   34.177796   75.387163
Forecast for Africa and Product 370:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.501104    4.589904   44.011645
31 2025-08-31  23.649285    2.665092   43.152315
32 2025-09-30  22.824945    3.819064   44.400454
33 2025-10-31  21.973126    2.234197   40.837136
34 2025-11-30  21.148786    0.919136   40.051076
13:55:18 - cmdstanpy - INFO - Chain [1] start processing
13:55:18 - cmdstanpy - INFO - Chain [1] done processing
13:55:18 - cmdstanpy - INFO - Chain [1] start processing
13:55:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 371:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.236728   28.330154   64.881524
31 2025-08-31  47.573500   29.323007   64.726816
32 2025-09-30  47.899408   28.724318   65.483938
33 2025-10-31  48.236180   28.991832   66.435390
34 2025-11-30  48.562088   30.305345   67.184206
Forecast for Africa and Product 372:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.945482    4.748313   44.679016
31 2025-08-31  23.982659    3.760396   43.881783
32 2025-09-30  23.050895    4.316451   41.750133
33 2025-10-31  22.088072    2.456767   40.312170
34 2025-11-30  21.156307    2.390725   39.539643
13:55:18 - cmdstanpy - INFO - Chain [1] start processing
13:55:18 - cmdstanpy - INFO - Chain [1] done processing
13:55:18 - cmdstanpy - INFO - Chain [1] start processing
13:55:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 373:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.314861   24.558406   73.470358
31 2025-08-31  49.649365   23.754852   75.640530
32 2025-09-30  49.973078   24.631138   74.990139
33 2025-10-31  50.307582   25.541880   75.947367
34 2025-11-30  50.631295   25.319223   76.634377
Forecast for Africa and Product 374:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.660041   28.695372   70.405824
31 2025-08-31  48.728070   28.693045   67.889435
32 2025-09-30  48.793905   26.929739   69.486848
33 2025-10-31  48.861933   28.576586   68.824440
34 2025-11-30  48.927768   28.758259   68.197751
13:55:18 - cmdstanpy - INFO - Chain [1] start processing
13:55:18 - cmdstanpy - INFO - Chain [1] done processing
13:55:19 - cmdstanpy - INFO - Chain [1] start processing
13:55:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 375:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.129950    6.514829   40.132107
31 2025-08-31  23.507912    6.386867   40.085393
32 2025-09-30  22.905941    6.106370   40.923384
33 2025-10-31  22.283903    4.936486   37.594032
34 2025-11-30  21.681932    5.905464   38.779193
Forecast for Africa and Product 376:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.117036   20.014097   56.143181
31 2025-08-31  37.925391   21.106283   56.110973
32 2025-09-30  37.739928   21.108878   55.637265
33 2025-10-31  37.548283   18.942944   57.423516
34 2025-11-30  37.362820   18.793520   55.796873
13:55:19 - cmdstanpy - INFO - Chain [1] start processing
13:55:19 - cmdstanpy - INFO - Chain [1] done processing
13:55:19 - cmdstanpy - INFO - Chain [1] start processing
13:55:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 377:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.939013   10.561722   42.004973
31 2025-08-31  26.217755   10.344818   41.497140
32 2025-09-30  25.519764    9.304369   41.002298
33 2025-10-31  24.798507    9.234033   41.532353
34 2025-11-30  24.100516    7.907304   39.544062
Forecast for Africa and Product 378:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.804446   10.881934   51.650722
31 2025-08-31  31.328878    9.176836   52.596042
32 2025-09-30  30.868651    8.738713   51.945016
33 2025-10-31  30.393084    9.769954   51.026823
34 2025-11-30  29.932857    7.186564   51.183526
13:55:19 - cmdstanpy - INFO - Chain [1] start processing
13:55:19 - cmdstanpy - INFO - Chain [1] done processing
13:55:19 - cmdstanpy - INFO - Chain [1] start processing
13:55:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 379:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.146303   14.393223   55.645217
31 2025-08-31  34.765243   13.458454   55.243638
32 2025-09-30  34.396475   14.027801   55.010979
33 2025-10-31  34.015415   11.335994   55.427978
34 2025-11-30  33.646648   12.763303   54.918230
Forecast for Africa and Product 380:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.486606   -3.958822   43.423819
31 2025-08-31  19.316395   -7.558264   46.018274
32 2025-09-30  18.183933   -7.655007   44.109579
33 2025-10-31  17.013722   -7.921029   41.920856
34 2025-11-30  15.881259   -8.231865   39.694576
13:55:19 - cmdstanpy - INFO - Chain [1] start processing
13:55:19 - cmdstanpy - INFO - Chain [1] done processing
13:55:20 - cmdstanpy - INFO - Chain [1] start processing
13:55:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 381:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.756667   32.875550   61.040812
31 2025-08-31  47.060688   32.815483   62.680191
32 2025-09-30  47.354901   32.719352   62.143167
33 2025-10-31  47.658922   33.112649   63.294975
34 2025-11-30  47.953135   33.201644   62.206518
Forecast for Africa and Product 382:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.391473   21.420289   52.989908
31 2025-08-31  37.471032   22.702459   53.899020
32 2025-09-30  37.548024   22.808395   53.073015
33 2025-10-31  37.627582   22.838985   54.470668
34 2025-11-30  37.704574   22.272887   53.415805
13:55:20 - cmdstanpy - INFO - Chain [1] start processing
13:55:20 - cmdstanpy - INFO - Chain [1] done processing
13:55:20 - cmdstanpy - INFO - Chain [1] start processing
13:55:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 383:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.392159   25.200586   69.830904
31 2025-08-31  47.920695   26.974667   70.427485
32 2025-09-30  48.432181   27.150721   69.274654
33 2025-10-31  48.960717   28.014424   70.047536
34 2025-11-30  49.472203   28.170264   70.971898
Forecast for Africa and Product 384:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.497998   25.064804   65.968987
31 2025-08-31  44.569133   25.830130   64.022540
32 2025-09-30  44.637973   25.727525   63.861306
33 2025-10-31  44.709107   24.718875   62.155198
34 2025-11-30  44.777947   24.661806   64.400342
13:55:20 - cmdstanpy - INFO - Chain [1] start processing
13:55:20 - cmdstanpy - INFO - Chain [1] done processing
13:55:20 - cmdstanpy - INFO - Chain [1] start processing
13:55:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 385:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.702005   34.043168   67.887915
31 2025-08-31  52.300718   35.715012   69.523728
32 2025-09-30  52.880119   36.615376   69.130855
33 2025-10-31  53.478832   36.159308   70.514510
34 2025-11-30  54.058233   37.214373   71.554527
Forecast for Africa and Product 386:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.113309   15.285041   43.188766
31 2025-08-31  28.547216   14.419621   43.267687
32 2025-09-30  27.999384   13.820498   41.791531
33 2025-10-31  27.433291   13.711894   41.071591
34 2025-11-30  26.885459   12.309197   40.357038
13:55:21 - cmdstanpy - INFO - Chain [1] start processing
13:55:21 - cmdstanpy - INFO - Chain [1] done processing
13:55:21 - cmdstanpy - INFO - Chain [1] start processing
13:55:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 387:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.479182   38.085732   86.901835
31 2025-08-31  63.590234   40.227122   88.637523
32 2025-09-30  64.665445   39.581041   88.507396
33 2025-10-31  65.776496   43.931181   90.389018
34 2025-11-30  66.851707   42.714012   89.481347
Forecast for Africa and Product 388:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  7.206671  -11.807784   26.408171
31 2025-08-31  5.642817  -14.701601   24.078779
32 2025-09-30  4.129410  -14.021134   22.251987
33 2025-10-31  2.565555  -16.425542   21.362285
34 2025-11-30  1.052148  -17.394441   17.951003
13:55:21 - cmdstanpy - INFO - Chain [1] start processing
13:55:21 - cmdstanpy - INFO - Chain [1] done processing
13:55:21 - cmdstanpy - INFO - Chain [1] start processing
13:55:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 389:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.633992   21.612966   63.345895
31 2025-08-31  41.812519   21.327186   64.599644
32 2025-09-30  41.985287   19.024121   63.931362
33 2025-10-31  42.163815   19.861294   65.353140
34 2025-11-30  42.336583   19.774693   65.065996
Forecast for Africa and Product 390:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.210433    8.411141   56.669532
31 2025-08-31  32.670416    9.383282   58.528264
32 2025-09-30  32.147818    9.297408   55.483256
33 2025-10-31  31.607801    7.065331   55.595817
34 2025-11-30  31.085204    6.390821   54.480146
13:55:21 - cmdstanpy - INFO - Chain [1] start processing
13:55:21 - cmdstanpy - INFO - Chain [1] done processing
13:55:21 - cmdstanpy - INFO - Chain [1] start processing
13:55:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 391:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.095144    8.623889   46.755854
31 2025-08-31  27.589627    8.356565   47.040220
32 2025-09-30  27.100417    8.161683   46.738089
33 2025-10-31  26.594900    7.035748   45.970989
34 2025-11-30  26.105690    7.104393   44.741313
Forecast for Africa and Product 392:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.383985   13.322180   46.119277
31 2025-08-31  28.684725   10.323149   46.298741
32 2025-09-30  28.008022   10.282635   44.898096
33 2025-10-31  27.308762   10.157508   44.697139
34 2025-11-30  26.632058    9.447774   42.231665
13:55:22 - cmdstanpy - INFO - Chain [1] start processing
13:55:22 - cmdstanpy - INFO - Chain [1] done processing
13:55:22 - cmdstanpy - INFO - Chain [1] start processing
13:55:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 393:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.966606   16.629136   64.231916
31 2025-08-31  39.958054   16.057623   63.685147
32 2025-09-30  39.949777   16.228521   63.184574
33 2025-10-31  39.941224   17.204394   64.285119
34 2025-11-30  39.932947   17.011825   63.328971
Forecast for Africa and Product 394:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.144231   21.865533   56.652104
31 2025-08-31  39.390613   23.054654   57.421690
32 2025-09-30  39.629047   21.107904   58.175826
33 2025-10-31  39.875429   22.605026   57.710940
34 2025-11-30  40.113863   22.095099   58.360436
13:55:22 - cmdstanpy - INFO - Chain [1] start processing
13:55:22 - cmdstanpy - INFO - Chain [1] done processing
13:55:22 - cmdstanpy - INFO - Chain [1] start processing
13:55:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 395:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.807141   17.075920   60.321018
31 2025-08-31  38.610818   18.115275   61.259466
32 2025-09-30  38.420827   13.120843   60.766834
33 2025-10-31  38.224503   15.525062   61.040432
34 2025-11-30  38.034512   15.097587   61.681692
Forecast for Africa and Product 396:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.144242    4.572251   40.209472
31 2025-08-31  21.332745    5.770652   39.571181
32 2025-09-30  20.547425    3.011060   39.186929
33 2025-10-31  19.735928    1.221028   36.820675
34 2025-11-30  18.950609    1.695974   37.200989
13:55:22 - cmdstanpy - INFO - Chain [1] start processing
13:55:22 - cmdstanpy - INFO - Chain [1] done processing
13:55:22 - cmdstanpy - INFO - Chain [1] start processing
13:55:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 397:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.531532   35.098087   69.286716
31 2025-08-31  52.254744   34.883336   69.034763
32 2025-09-30  52.954625   37.539920   70.159320
33 2025-10-31  53.677837   36.193552   71.191981
34 2025-11-30  54.377719   37.728665   71.983024
Forecast for Africa and Product 398:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.246093   19.310472   63.256511
31 2025-08-31  42.509117   21.499397   64.093999
32 2025-09-30  42.763656   21.148518   63.827324
33 2025-10-31  43.026680   21.511989   65.272851
34 2025-11-30  43.281219   20.437466   65.210548
13:55:23 - cmdstanpy - INFO - Chain [1] start processing
13:55:23 - cmdstanpy - INFO - Chain [1] done processing
13:55:23 - cmdstanpy - INFO - Chain [1] start processing
13:55:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 399:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.470309   29.020768   63.230405
31 2025-08-31  46.609924   29.759876   64.235071
32 2025-09-30  46.745036   30.778311   63.817890
33 2025-10-31  46.884651   30.767609   63.223689
34 2025-11-30  47.019763   29.572174   62.455660
Forecast for Africa and Product 400:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.562062   24.352258   70.670473
31 2025-08-31  47.892280   24.770647   72.682902
32 2025-09-30  48.211845   24.453017   70.330061
33 2025-10-31  48.542062   24.097177   71.744053
34 2025-11-30  48.861627   25.043774   70.983302
13:55:23 - cmdstanpy - INFO - Chain [1] start processing
13:55:23 - cmdstanpy - INFO - Chain [1] done processing
13:55:23 - cmdstanpy - INFO - Chain [1] start processing
13:55:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 401:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.548215   18.379255   47.507286
31 2025-08-31  33.461273   16.739793   49.369585
32 2025-09-30  33.377136   17.295632   48.760086
33 2025-10-31  33.290194   18.055129   49.604750
34 2025-11-30  33.206056   17.455805   49.419038
Forecast for Africa and Product 402:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.001008   15.930376   50.579810
31 2025-08-31  32.350416   15.292848   49.714189
32 2025-09-30  31.720812   15.019566   49.675330
33 2025-10-31  31.070221   14.624579   48.762823
34 2025-11-30  30.440616   12.585634   46.575632
13:55:23 - cmdstanpy - INFO - Chain [1] start processing
13:55:23 - cmdstanpy - INFO - Chain [1] done processing
13:55:24 - cmdstanpy - INFO - Chain [1] start processing
13:55:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 403:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.338902   17.879896   55.871571
31 2025-08-31  37.141421   19.078770   56.120796
32 2025-09-30  36.950310   18.764941   56.031229
33 2025-10-31  36.752829   17.625675   55.450825
34 2025-11-30  36.561719   17.086718   55.705912
Forecast for Africa and Product 404:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.513566   15.046484   42.172370
31 2025-08-31  28.144309   15.114730   40.991309
32 2025-09-30  27.786964   14.555339   39.926409
33 2025-10-31  27.417707   13.509626   40.694904
34 2025-11-30  27.060361   13.821133   39.868301
13:55:24 - cmdstanpy - INFO - Chain [1] start processing
13:55:24 - cmdstanpy - INFO - Chain [1] done processing
13:55:24 - cmdstanpy - INFO - Chain [1] start processing
13:55:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 405:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.181908   35.780715   75.936642
31 2025-08-31  56.951432   37.443566   77.134382
32 2025-09-30  57.696133   39.392171   77.217439
33 2025-10-31  58.465657   37.993664   77.518881
34 2025-11-30  59.210358   38.610582   80.089810
Forecast for Africa and Product 406:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.870293   19.330730   55.571488
31 2025-08-31  37.721941   19.301472   55.842904
32 2025-09-30  37.578375   18.066732   56.535194
33 2025-10-31  37.430024   19.970251   56.207715
34 2025-11-30  37.286458   19.825344   55.743601
13:55:24 - cmdstanpy - INFO - Chain [1] start processing
13:55:24 - cmdstanpy - INFO - Chain [1] done processing
13:55:24 - cmdstanpy - INFO - Chain [1] start processing
13:55:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 407:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.195595   19.389645   59.334761
31 2025-08-31  39.891720   19.055714   60.289268
32 2025-09-30  39.597647   16.416600   61.987738
33 2025-10-31  39.293772   18.102728   60.964947
34 2025-11-30  38.999699   16.178413   60.261509
Forecast for Africa and Product 408:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.812908   44.004200   76.745667
31 2025-08-31  60.977530   44.225207   77.709991
32 2025-09-30  62.104584   45.208828   80.435516
33 2025-10-31  63.269205   48.245422   80.640218
34 2025-11-30  64.396259   47.535628   81.482436
13:55:24 - cmdstanpy - INFO - Chain [1] start processing
13:55:24 - cmdstanpy - INFO - Chain [1] done processing
13:55:25 - cmdstanpy - INFO - Chain [1] start processing
13:55:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 409:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.314317   20.128721   60.756184
31 2025-08-31  41.355134   19.194619   60.715899
32 2025-09-30  41.394634   19.007315   62.470536
33 2025-10-31  41.435450   19.613763   62.819750
34 2025-11-30  41.474950   21.394189   62.159087
Forecast for Africa and Product 410:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.127350   31.570475   74.586067
31 2025-08-31  54.739744   33.272349   75.886332
32 2025-09-30  55.332383   33.845349   77.141443
33 2025-10-31  55.944777   35.637525   77.636968
34 2025-11-30  56.537417   34.539121   76.716422
13:55:25 - cmdstanpy - INFO - Chain [1] start processing
13:55:25 - cmdstanpy - INFO - Chain [1] done processing
13:55:25 - cmdstanpy - INFO - Chain [1] start processing
13:55:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 411:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.702707    0.942424   44.353370
31 2025-08-31  20.810738    0.033053   41.931521
32 2025-09-30  19.947543   -1.783347   39.032099
33 2025-10-31  19.055574   -2.534501   38.832305
34 2025-11-30  18.192379   -3.059449   39.798849
Forecast for Africa and Product 412:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.810275   41.698765   79.007839
31 2025-08-31  61.945529   42.512441   80.921562
32 2025-09-30  63.044162   44.711018   83.117476
33 2025-10-31  64.179416   46.020734   81.963786
34 2025-11-30  65.278049   46.611680   83.753399
13:55:25 - cmdstanpy - INFO - Chain [1] start processing
13:55:25 - cmdstanpy - INFO - Chain [1] done processing
13:55:25 - cmdstanpy - INFO - Chain [1] start processing
13:55:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 413:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.890232   38.498888   80.923387
31 2025-08-31  60.838747   38.329767   84.631629
32 2025-09-30  61.756665   39.693534   83.741957
33 2025-10-31  62.705180   40.391102   87.610212
34 2025-11-30  63.623098   41.199663   86.044760
Forecast for Africa and Product 414:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.599314   33.381067   66.923123
31 2025-08-31  51.025591   33.424322   66.650602
32 2025-09-30  51.438118   34.859897   68.828531
33 2025-10-31  51.864396   34.939413   67.870830
34 2025-11-30  52.276922   34.390309   69.179426
13:55:26 - cmdstanpy - INFO - Chain [1] start processing
13:55:26 - cmdstanpy - INFO - Chain [1] done processing
13:55:26 - cmdstanpy - INFO - Chain [1] start processing
13:55:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 415:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.626988   25.701035   65.431154
31 2025-08-31  46.774613   27.398139   66.412560
32 2025-09-30  46.917476   28.071859   67.305332
33 2025-10-31  47.065101   28.149170   66.523528
34 2025-11-30  47.207964   25.576703   66.191034
Forecast for Africa and Product 416:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.432932   14.175284   46.847189
31 2025-08-31  30.092897   13.552987   46.623896
32 2025-09-30  29.763831   12.185633   47.640934
33 2025-10-31  29.423796   12.037609   46.416180
34 2025-11-30  29.094729   11.671898   45.323270
13:55:26 - cmdstanpy - INFO - Chain [1] start processing
13:55:26 - cmdstanpy - INFO - Chain [1] done processing
13:55:26 - cmdstanpy - INFO - Chain [1] start processing
13:55:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 417:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.142764   12.821267   44.634332
31 2025-08-31  27.726367   12.666570   42.475576
32 2025-09-30  27.323402   10.758903   42.318674
33 2025-10-31  26.907005   12.266031   41.914624
34 2025-11-30  26.504041   10.964582   41.588859
Forecast for Africa and Product 418:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.956009   26.939202   61.087831
31 2025-08-31  44.329321   27.202402   62.558274
32 2025-09-30  44.690590   26.985064   60.634376
33 2025-10-31  45.063901   27.038853   63.239170
34 2025-11-30  45.425170   27.712670   62.877926
13:55:26 - cmdstanpy - INFO - Chain [1] start processing
13:55:26 - cmdstanpy - INFO - Chain [1] done processing
13:55:26 - cmdstanpy - INFO - Chain [1] start processing
13:55:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 419:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.556149   26.615073   63.112000
31 2025-08-31  44.835504   27.150031   63.310712
32 2025-09-30  45.105848   26.357411   61.982454
33 2025-10-31  45.385203   27.673869   63.775741
34 2025-11-30  45.655547   27.305144   61.450022
Forecast for Africa and Product 420:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.441328    1.157735   36.729286
31 2025-08-31  17.139536   -2.701580   34.594284
32 2025-09-30  15.879737   -2.708908   34.358247
33 2025-10-31  14.577945   -3.225216   34.330527
34 2025-11-30  13.318147   -5.562632   32.325031
13:55:27 - cmdstanpy - INFO - Chain [1] start processing
13:55:27 - cmdstanpy - INFO - Chain [1] done processing
13:55:27 - cmdstanpy - INFO - Chain [1] start processing
13:55:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 421:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.394876   29.089643   76.850068
31 2025-08-31  52.716873   29.455128   75.253483
32 2025-09-30  53.028483   29.254005   77.107408
33 2025-10-31  53.350479   30.130475   77.144600
34 2025-11-30  53.662089   30.398812   76.086027
13:55:27 - cmdstanpy - INFO - Chain [1] start processing
13:55:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 422:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.934609   14.998843   56.194775
31 2025-08-31  35.726773   13.474521   54.845324
32 2025-09-30  35.525642   15.551674   57.122389
33 2025-10-31  35.317807   13.497808   54.676911
34 2025-11-30  35.116676   15.215094   55.323912
Forecast for Africa and Product 423:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.097028   20.413058   65.798892
31 2025-08-31  42.993236   19.685256   65.283577
32 2025-09-30  42.892792   21.116318   65.035165
33 2025-10-31  42.789000   19.497355   66.307094
34 2025-11-30  42.688556   19.634339   66.085155
13:55:27 - cmdstanpy - INFO - Chain [1] start processing
13:55:27 - cmdstanpy - INFO - Chain [1] done processing
13:55:27 - cmdstanpy - INFO - Chain [1] start processing
13:55:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 424:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.707141    7.523839   37.646448
31 2025-08-31  21.979080    7.102576   37.059046
32 2025-09-30  21.274505    8.676769   36.588774
33 2025-10-31  20.546444    5.906566   35.140251
34 2025-11-30  19.841869    5.686060   34.902695
Forecast for Africa and Product 425:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.238663   37.613698   73.253791
31 2025-08-31  55.570805   39.647010   72.900575
32 2025-09-30  55.892232   38.944439   74.377785
33 2025-10-31  56.224374   38.206239   74.408736
34 2025-11-30  56.545801   38.463207   72.992675
13:55:28 - cmdstanpy - INFO - Chain [1] start processing
13:55:28 - cmdstanpy - INFO - Chain [1] done processing
13:55:28 - cmdstanpy - INFO - Chain [1] start processing
13:55:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 426:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.332965    5.219618   41.790103
31 2025-08-31  22.400274    4.840924   41.408407
32 2025-09-30  21.497669    3.572417   39.197070
33 2025-10-31  20.564978    2.394396   37.151492
34 2025-11-30  19.662373    1.214794   37.618313
Forecast for Africa and Product 427:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.843557   34.046656   55.771596
31 2025-08-31  45.261601   34.658649   57.148631
32 2025-09-30  45.666159   35.516454   56.520040
33 2025-10-31  46.084203   34.342235   57.496026
34 2025-11-30  46.488761   34.474284   56.836534
13:55:28 - cmdstanpy - INFO - Chain [1] start processing
13:55:28 - cmdstanpy - INFO - Chain [1] done processing
13:55:28 - cmdstanpy - INFO - Chain [1] start processing
13:55:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 428:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.196272   30.235262   71.384164
31 2025-08-31  50.521481   30.233112   69.720526
32 2025-09-30  50.836199   29.750934   70.430423
33 2025-10-31  51.161407   30.094890   70.495830
34 2025-11-30  51.476125   30.699408   69.074537
Forecast for Africa and Product 429:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.232022    8.987124   45.171890
31 2025-08-31  26.598955    8.579974   46.009619
32 2025-09-30  25.986310    6.887985   43.664315
33 2025-10-31  25.353243    6.998356   42.575529
34 2025-11-30  24.740597    6.826775   42.006607
13:55:28 - cmdstanpy - INFO - Chain [1] start processing
13:55:28 - cmdstanpy - INFO - Chain [1] done processing
13:55:28 - cmdstanpy - INFO - Chain [1] start processing
13:55:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 430:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.172458   25.680610   66.396358
31 2025-08-31  46.285368   27.320062   66.833341
32 2025-09-30  46.394635   26.704762   67.574908
33 2025-10-31  46.507545   26.010319   66.241724
34 2025-11-30  46.616813   26.329001   68.741900
Forecast for Africa and Product 431:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.385065    7.403948   47.842886
31 2025-08-31  26.402855    5.251817   47.067288
32 2025-09-30  25.452329    4.683893   45.367878
33 2025-10-31  24.470119    2.525309   45.397481
34 2025-11-30  23.519594    1.986643   45.747072
13:55:29 - cmdstanpy - INFO - Chain [1] start processing
13:55:29 - cmdstanpy - INFO - Chain [1] done processing
13:55:29 - cmdstanpy - INFO - Chain [1] start processing
13:55:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 432:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.532303   22.487128   52.578645
31 2025-08-31  37.218809   21.055542   51.903678
32 2025-09-30  36.915428   22.184263   51.504354
33 2025-10-31  36.601935   22.510511   51.208527
34 2025-11-30  36.298554   21.058972   50.562799
Forecast for Africa and Product 433:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.524829   12.911450   51.731231
31 2025-08-31  30.895975   12.931479   50.132284
32 2025-09-30  30.287407   12.255947   49.623634
33 2025-10-31  29.658554    9.660419   49.573721
34 2025-11-30  29.049986    9.958649   48.546093
13:55:29 - cmdstanpy - INFO - Chain [1] start processing
13:55:29 - cmdstanpy - INFO - Chain [1] done processing
13:55:29 - cmdstanpy - INFO - Chain [1] start processing
13:55:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 434:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.932514   25.626488   50.529588
31 2025-08-31  36.714361   25.465848   48.888030
32 2025-09-30  36.503245   24.564031   48.571297
33 2025-10-31  36.285092   24.849819   48.648047
34 2025-11-30  36.073976   24.269164   48.166129
Forecast for Africa and Product 435:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.170909   28.495560   65.899172
31 2025-08-31  46.439709   27.678952   65.199544
32 2025-09-30  46.699838   27.995788   65.780465
33 2025-10-31  46.968637   27.321399   66.897691
34 2025-11-30  47.228766   29.170154   66.913282
13:55:29 - cmdstanpy - INFO - Chain [1] start processing
13:55:29 - cmdstanpy - INFO - Chain [1] done processing
13:55:30 - cmdstanpy - INFO - Chain [1] start processing
13:55:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 436:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  63.830358   46.153388   79.785856
31 2025-08-31  65.271354   48.669980   80.755256
32 2025-09-30  66.665865   50.860610   81.837682
33 2025-10-31  68.106861   50.939719   84.448355
34 2025-11-30  69.501372   51.734641   85.014015
Forecast for Africa and Product 437:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  11.291454   -3.797891   25.916858
31 2025-08-31   9.717704   -6.078825   25.395938
32 2025-09-30   8.194721   -5.844074   22.463881
33 2025-10-31   6.620971   -9.246126   21.793053
34 2025-11-30   5.097987   -9.797199   19.950169
13:55:30 - cmdstanpy - INFO - Chain [1] start processing
13:55:30 - cmdstanpy - INFO - Chain [1] done processing
13:55:30 - cmdstanpy - INFO - Chain [1] start processing
13:55:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 438:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.191907   16.474954   50.454196
31 2025-08-31  35.269921   18.029437   52.089714
32 2025-09-30  35.345419   18.440513   53.057563
33 2025-10-31  35.423434   18.105445   52.567103
34 2025-11-30  35.498932   19.981384   53.022929
Forecast for Africa and Product 439:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.582880    6.653338   46.049098
31 2025-08-31  25.739261    6.124963   44.953681
32 2025-09-30  24.922855    5.816663   42.441151
33 2025-10-31  24.079236    4.544992   44.286106
34 2025-11-30  23.262831    2.611456   43.218124
13:55:30 - cmdstanpy - INFO - Chain [1] start processing
13:55:30 - cmdstanpy - INFO - Chain [1] done processing
13:55:30 - cmdstanpy - INFO - Chain [1] start processing
13:55:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 440:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.414585    4.014806   26.493638
31 2025-08-31  14.373736    3.709614   25.995248
32 2025-09-30  13.366462    2.926142   23.185958
33 2025-10-31  12.325613    1.266404   23.555553
34 2025-11-30  11.318340    1.098445   22.279423
Forecast for Africa and Product 441:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.549588   13.323383   44.648977
31 2025-08-31  27.894744   11.492312   42.753727
32 2025-09-30  27.261023    9.793167   42.108122
33 2025-10-31  26.606179   11.456251   42.681845
34 2025-11-30  25.972458   10.187557   42.586858
13:55:30 - cmdstanpy - INFO - Chain [1] start processing
13:55:31 - cmdstanpy - INFO - Chain [1] done processing
13:55:31 - cmdstanpy - INFO - Chain [1] start processing
13:55:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 442:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.343420   22.766307   64.578996
31 2025-08-31  43.342383   21.859114   63.168870
32 2025-09-30  43.341380   21.458280   66.067387
33 2025-10-31  43.340343   20.783517   62.739015
34 2025-11-30  43.339340   22.275637   65.356607
Forecast for Africa and Product 443:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.525674   34.731873   73.896857
31 2025-08-31  55.164410   36.003245   74.248323
32 2025-09-30  55.782543   36.080159   75.446423
33 2025-10-31  56.421279   36.656539   75.979663
34 2025-11-30  57.039412   38.372230   76.126889
13:55:31 - cmdstanpy - INFO - Chain [1] start processing
13:55:31 - cmdstanpy - INFO - Chain [1] done processing
13:55:31 - cmdstanpy - INFO - Chain [1] start processing
13:55:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 444:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.285771   33.479908   83.289300
31 2025-08-31  60.322087   35.013669   84.631780
32 2025-09-30  61.324974   35.663391   87.786649
33 2025-10-31  62.361290   37.127731   88.179527
34 2025-11-30  63.364176   39.076860   89.327639
Forecast for Africa and Product 445:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.390383   21.823941   66.632388
31 2025-08-31  43.632823   20.334992   64.458774
32 2025-09-30  43.867443   21.551872   64.317962
33 2025-10-31  44.109883   21.881764   66.067434
34 2025-11-30  44.344503   20.774652   65.508477
13:55:31 - cmdstanpy - INFO - Chain [1] start processing
13:55:31 - cmdstanpy - INFO - Chain [1] done processing
13:55:31 - cmdstanpy - INFO - Chain [1] start processing
13:55:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 446:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.763541   29.621675   61.159087
31 2025-08-31  45.883594   30.966369   61.308561
32 2025-09-30  45.999774   30.132766   60.084627
33 2025-10-31  46.119826   32.845326   63.002889
34 2025-11-30  46.236006   31.393975   59.934027
Forecast for Africa and Product 447:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.534946   27.731831   60.743732
31 2025-08-31  42.626543   25.189299   59.270245
32 2025-09-30  42.715185   24.936782   59.633484
33 2025-10-31  42.806783   26.047614   60.717622
34 2025-11-30  42.895425   24.473101   59.609680
13:55:32 - cmdstanpy - INFO - Chain [1] start processing
13:55:32 - cmdstanpy - INFO - Chain [1] done processing
13:55:32 - cmdstanpy - INFO - Chain [1] start processing
13:55:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 448:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  12.587490   -8.492192   34.510342
31 2025-08-31  11.049732   -9.299045   32.096529
32 2025-09-30   9.561580   -9.882396   31.102511
33 2025-10-31   8.023822  -12.123951   29.332061
34 2025-11-30   6.535670  -13.029052   27.037103
Forecast for Africa and Product 449:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.663021    9.446936   61.692994
31 2025-08-31  34.294309    8.384344   61.296645
32 2025-09-30  33.937490    8.933025   60.077214
33 2025-10-31  33.568778    7.252436   58.051996
34 2025-11-30  33.211960    9.164769   57.321197
13:55:32 - cmdstanpy - INFO - Chain [1] start processing
13:55:32 - cmdstanpy - INFO - Chain [1] done processing
13:55:32 - cmdstanpy - INFO - Chain [1] start processing
13:55:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 450:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.812304   38.300549   68.438316
31 2025-08-31  53.545351   38.218241   70.423922
32 2025-09-30  54.254750   38.383667   69.473940
33 2025-10-31  54.987797   39.242126   70.807494
34 2025-11-30  55.697197   41.009933   70.983650
Forecast for Africa and Product 451:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.500869   25.014800   73.191123
31 2025-08-31  49.594130   25.829951   74.261656
32 2025-09-30  49.684383   26.474181   73.947010
33 2025-10-31  49.777645   27.239397   72.525881
34 2025-11-30  49.867898   25.527578   74.390144
13:55:32 - cmdstanpy - INFO - Chain [1] start processing
13:55:32 - cmdstanpy - INFO - Chain [1] done processing
13:55:32 - cmdstanpy - INFO - Chain [1] start processing
13:55:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 452:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.642564   17.960707   51.799265
31 2025-08-31  34.593267   18.101420   51.292946
32 2025-09-30  34.545560   17.946724   49.814727
33 2025-10-31  34.496264   17.009655   51.566440
34 2025-11-30  34.448557   20.013920   51.850361
Forecast for Africa and Product 453:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.510521   17.172793   51.821038
31 2025-08-31  34.487487   15.901920   51.219919
32 2025-09-30  34.465196   16.303167   52.309295
33 2025-10-31  34.442163   15.666254   51.916958
34 2025-11-30  34.419872   18.173238   51.650259
13:55:33 - cmdstanpy - INFO - Chain [1] start processing
13:55:33 - cmdstanpy - INFO - Chain [1] done processing
13:55:33 - cmdstanpy - INFO - Chain [1] start processing
13:55:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 454:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.231116   20.254466   59.434314
31 2025-08-31  38.987530   20.813819   56.687829
32 2025-09-30  38.751802   19.806554   56.979679
33 2025-10-31  38.508216   18.809890   57.125910
34 2025-11-30  38.272487   19.817439   55.287511
Forecast for Africa and Product 455:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.452344   11.737128   45.726628
31 2025-08-31  29.173811   11.433142   45.342511
32 2025-09-30  28.904263   11.616865   44.900540
33 2025-10-31  28.625730   12.999952   46.425936
34 2025-11-30  28.356182   11.429173   45.609375
13:55:33 - cmdstanpy - INFO - Chain [1] start processing
13:55:33 - cmdstanpy - INFO - Chain [1] done processing
13:55:33 - cmdstanpy - INFO - Chain [1] start processing
13:55:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 456:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.394837   21.760443   49.106099
31 2025-08-31  34.194754   20.568955   49.329734
32 2025-09-30  34.001124   20.320302   47.290993
33 2025-10-31  33.801040   19.875289   48.698004
34 2025-11-30  33.607411   19.614207   48.231950
Forecast for Africa and Product 457:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.975436    3.514533   37.800602
31 2025-08-31  20.214611    1.124674   38.417916
32 2025-09-30  19.478328    2.385038   37.628341
33 2025-10-31  18.717503    0.499166   37.417042
34 2025-11-30  17.981220   -1.420786   35.430718
13:55:33 - cmdstanpy - INFO - Chain [1] start processing
13:55:33 - cmdstanpy - INFO - Chain [1] done processing
13:55:33 - cmdstanpy - INFO - Chain [1] start processing
13:55:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 458:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.461104   22.536650   66.082897
31 2025-08-31  44.364048   21.701242   65.674115
32 2025-09-30  44.270122   22.907017   66.360768
33 2025-10-31  44.173065   21.987055   66.235223
34 2025-11-30  44.079139   23.255282   65.268550
Forecast for Africa and Product 459:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.840770   26.932042   69.543071
31 2025-08-31  48.048990   27.113550   71.060917
32 2025-09-30  48.250493   25.805478   69.957877
33 2025-10-31  48.458713   27.132768   70.031143
34 2025-11-30  48.660216   27.440106   70.716622
13:55:34 - cmdstanpy - INFO - Chain [1] start processing
13:55:34 - cmdstanpy - INFO - Chain [1] done processing
13:55:34 - cmdstanpy - INFO - Chain [1] start processing
13:55:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 460:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.999792   26.348432   66.232388
31 2025-08-31  46.238385   25.588672   66.218956
32 2025-09-30  46.469282   26.073595   67.514451
33 2025-10-31  46.707875   27.727170   65.808466
34 2025-11-30  46.938772   26.673103   67.937877
Forecast for Africa and Product 461:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.643965   34.158280   80.491204
31 2025-08-31  58.621108   33.724750   82.355795
32 2025-09-30  59.566730   37.282973   83.299612
33 2025-10-31  60.543873   36.496116   84.030753
34 2025-11-30  61.489495   38.742934   85.761198
13:55:34 - cmdstanpy - INFO - Chain [1] start processing
13:55:34 - cmdstanpy - INFO - Chain [1] done processing
13:55:34 - cmdstanpy - INFO - Chain [1] start processing
13:55:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 462:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.105324   20.718218   52.981396
31 2025-08-31  36.845421   18.967131   52.944103
32 2025-09-30  36.593902   20.331703   53.355065
33 2025-10-31  36.333999   18.993969   53.559010
34 2025-11-30  36.082480   18.799555   51.677203
Forecast for Africa and Product 463:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.194043   22.970602   64.008237
31 2025-08-31  43.377189   22.586790   63.310818
32 2025-09-30  43.554427   24.630223   62.433459
33 2025-10-31  43.737573   23.403635   64.159157
34 2025-11-30  43.914811   23.766991   62.306523
13:55:34 - cmdstanpy - INFO - Chain [1] start processing
13:55:35 - cmdstanpy - INFO - Chain [1] done processing
13:55:35 - cmdstanpy - INFO - Chain [1] start processing
13:55:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 464:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.276774   18.989762   56.906863
31 2025-08-31  38.224979   17.837562   58.230198
32 2025-09-30  38.174855   19.353915   58.307716
33 2025-10-31  38.123060   18.630866   57.647611
34 2025-11-30  38.072935   18.740429   58.487367
Forecast for Africa and Product 465:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.706137   24.441596   60.594358
31 2025-08-31  41.791535   23.324199   59.221668
32 2025-09-30  41.874178   22.672182   60.242303
33 2025-10-31  41.959576   22.371405   61.112147
34 2025-11-30  42.042219   22.880486   60.147308
13:55:35 - cmdstanpy - INFO - Chain [1] start processing
13:55:35 - cmdstanpy - INFO - Chain [1] done processing
13:55:35 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Africa and Product 466:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.100868   13.012178   53.736706
31 2025-08-31  33.837532   14.234200   54.680839
32 2025-09-30  33.582691   12.406633   54.343531
33 2025-10-31  33.319355   12.996060   54.706651
34 2025-11-30  33.064514   10.906119   54.998558
13:55:35 - cmdstanpy - INFO - Chain [1] done processing
13:55:35 - cmdstanpy - INFO - Chain [1] start processing
13:55:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 467:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.445294   17.618487   64.466535
31 2025-08-31  41.285586   19.237171   62.861014
32 2025-09-30  41.131030   18.157093   63.056047
33 2025-10-31  40.971321   18.165982   63.326783
34 2025-11-30  40.816765   18.804703   62.319026
Forecast for Africa and Product 468:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.971448   20.640673   58.951387
31 2025-08-31  40.839566   22.039823   59.199790
32 2025-09-30  40.711938   20.157206   60.926180
33 2025-10-31  40.580057   20.470235   59.368601
34 2025-11-30  40.452429   22.185950   60.007057
13:55:35 - cmdstanpy - INFO - Chain [1] start processing
13:55:36 - cmdstanpy - INFO - Chain [1] done processing
13:55:36 - cmdstanpy - INFO - Chain [1] start processing
13:55:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 469:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.242428   12.881906   51.474216
31 2025-08-31  33.153697   15.099504   52.679382
32 2025-09-30  33.067828   13.026594   52.391835
33 2025-10-31  32.979098   13.017731   52.101747
34 2025-11-30  32.893229   13.672080   51.690613
13:55:36 - cmdstanpy - INFO - Chain [1] start processing
13:55:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 470:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.933847   17.063619   59.236972
31 2025-08-31  36.811801   15.385909   57.550271
32 2025-09-30  36.693692   16.740473   57.946571
33 2025-10-31  36.571647   14.267575   56.627758
34 2025-11-30  36.453538   16.177331   57.056874
Forecast for Africa and Product 471:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.932516   10.303343   59.662580
31 2025-08-31  33.483916    8.997107   58.527619
32 2025-09-30  33.049787    8.385635   58.000317
33 2025-10-31  32.601187    8.357949   56.563362
34 2025-11-30  32.167057    7.090800   57.281208
13:55:36 - cmdstanpy - INFO - Chain [1] start processing
13:55:36 - cmdstanpy - INFO - Chain [1] done processing
13:55:36 - cmdstanpy - INFO - Chain [1] start processing
13:55:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 472:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.276288   28.747545   74.019579
31 2025-08-31  51.570727   29.364772   73.189740
32 2025-09-30  51.855667   28.246732   73.871351
33 2025-10-31  52.150106   29.821727   74.387372
34 2025-11-30  52.435046   29.025968   74.363099
Forecast for Africa and Product 473:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.188660   23.935876   57.389411
31 2025-08-31  40.254814   23.031116   56.506935
32 2025-09-30  40.318834   23.185579   58.600255
33 2025-10-31  40.384988   24.811369   57.098175
34 2025-11-30  40.449008   25.730491   57.919779
13:55:36 - cmdstanpy - INFO - Chain [1] start processing
13:55:37 - cmdstanpy - INFO - Chain [1] done processing
13:55:37 - cmdstanpy - INFO - Chain [1] start processing
13:55:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 474:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.982435   29.113160   66.312668
31 2025-08-31  48.564173   29.452909   67.090340
32 2025-09-30  49.127145   31.881282   66.521250
33 2025-10-31  49.708883   32.435445   67.573302
34 2025-11-30  50.271855   32.271094   67.586966
Forecast for Africa and Product 475:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.486843   25.890942   54.527165
31 2025-08-31  40.515400   26.906221   53.970917
32 2025-09-30  40.543036   26.928817   54.265775
33 2025-10-31  40.571593   26.691198   53.442499
34 2025-11-30  40.599228   26.251869   53.790245
13:55:37 - cmdstanpy - INFO - Chain [1] start processing
13:55:37 - cmdstanpy - INFO - Chain [1] done processing
13:55:37 - cmdstanpy - INFO - Chain [1] start processing
13:55:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 476:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.211553   13.222828   55.985465
31 2025-08-31  34.824966   12.291167   55.083244
32 2025-09-30  34.450850   12.520703   56.691853
33 2025-10-31  34.064263   10.859012   54.755015
34 2025-11-30  33.690146   11.575571   55.029413
Forecast for Africa and Product 477:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.418116   12.049052   53.002031
31 2025-08-31  32.126141   12.397551   51.811988
32 2025-09-30  31.843584   12.122693   52.006842
33 2025-10-31  31.551608   11.497289   51.296223
34 2025-11-30  31.269051   11.138280   50.016640
13:55:37 - cmdstanpy - INFO - Chain [1] start processing
13:55:37 - cmdstanpy - INFO - Chain [1] done processing
13:55:37 - cmdstanpy - INFO - Chain [1] start processing
13:55:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 478:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.929653   36.456241   81.510432
31 2025-08-31  59.909210   38.068766   81.915429
32 2025-09-30  60.857169   39.835387   82.784103
33 2025-10-31  61.836727   40.881145   82.681149
34 2025-11-30  62.784686   40.076386   86.517084
Forecast for Africa and Product 479:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.342375   22.810889   69.633608
31 2025-08-31  46.375501   23.267880   69.670605
32 2025-09-30  46.407558   22.815523   72.404029
33 2025-10-31  46.440683   22.582563   69.413386
34 2025-11-30  46.472740   23.635757   71.561798
13:55:37 - cmdstanpy - INFO - Chain [1] start processing
13:55:38 - cmdstanpy - INFO - Chain [1] done processing
13:55:38 - cmdstanpy - INFO - Chain [1] start processing
13:55:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 480:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.393758    4.755845   34.105131
31 2025-08-31  18.588679    3.744087   34.330697
32 2025-09-30  17.809569    3.076099   30.333764
33 2025-10-31  17.004489    0.891471   31.669154
34 2025-11-30  16.225380    1.449378   32.142073
Forecast for Africa and Product 481:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.881720   21.362882   52.352242
31 2025-08-31  36.791666   21.077194   52.223615
32 2025-09-30  36.704518   21.809991   52.646863
33 2025-10-31  36.614465   21.861955   53.018440
34 2025-11-30  36.527317   20.816735   51.530732
13:55:38 - cmdstanpy - INFO - Chain [1] start processing
13:55:38 - cmdstanpy - INFO - Chain [1] done processing
13:55:38 - cmdstanpy - INFO - Chain [1] start processing
13:55:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 482:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.665815   21.091418   64.483114
31 2025-08-31  43.820800   20.012355   65.996796
32 2025-09-30  43.970786   19.111136   68.301556
33 2025-10-31  44.125772   20.484186   65.838759
34 2025-11-30  44.275758   19.581374   67.322979
Forecast for Africa and Product 483:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.282187   33.639519   68.971770
31 2025-08-31  51.073189   32.929069   67.957569
32 2025-09-30  51.838675   33.720863   68.755911
33 2025-10-31  52.629677   35.438175   69.925096
34 2025-11-30  53.395163   35.009730   71.003711
13:55:38 - cmdstanpy - INFO - Chain [1] start processing
13:55:38 - cmdstanpy - INFO - Chain [1] done processing
13:55:38 - cmdstanpy - INFO - Chain [1] start processing
13:55:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 484:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.784583   23.100190   56.851445
31 2025-08-31  39.987072   24.369466   56.001864
32 2025-09-30  40.183028   25.300488   56.478183
33 2025-10-31  40.385517   25.193181   56.228986
34 2025-11-30  40.581474   24.776429   56.141606
Forecast for Africa and Product 485:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.776898   13.490817   69.538113
31 2025-08-31  41.816120   14.677325   66.637888
32 2025-09-30  41.854076   13.379797   70.167672
33 2025-10-31  41.893297   15.303073   69.883765
34 2025-11-30  41.931254   17.283903   67.038314
13:55:39 - cmdstanpy - INFO - Chain [1] start processing
13:55:39 - cmdstanpy - INFO - Chain [1] done processing
13:55:39 - cmdstanpy - INFO - Chain [1] start processing
13:55:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 486:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.362904   35.149720   72.838779
31 2025-08-31  53.971619   34.855184   73.975343
32 2025-09-30  54.560699   33.719007   75.103458
33 2025-10-31  55.169414   36.106693   73.772459
34 2025-11-30  55.758493   36.591439   75.169692
Forecast for Africa and Product 487:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.476338   33.792309   73.079567
31 2025-08-31  52.859030   32.719876   71.932155
32 2025-09-30  53.229377   33.738979   73.141318
33 2025-10-31  53.612068   32.944798   72.589267
34 2025-11-30  53.982415   33.111935   73.905840
13:55:39 - cmdstanpy - INFO - Chain [1] start processing
13:55:39 - cmdstanpy - INFO - Chain [1] done processing
13:55:39 - cmdstanpy - INFO - Chain [1] start processing
13:55:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 488:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.001404    2.925688   37.315582
31 2025-08-31  20.349827    1.563752   38.665885
32 2025-09-30  19.719269    1.597542   37.146124
33 2025-10-31  19.067692   -0.149945   36.530133
34 2025-11-30  18.437134    0.024243   36.374912
Forecast for Africa and Product 489:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.056310    8.068599   51.301136
31 2025-08-31  29.574329   10.107141   50.998777
32 2025-09-30  29.107896    7.136244   49.840697
33 2025-10-31  28.625915    7.387552   50.087224
34 2025-11-30  28.159482    6.854665   48.072855
13:55:39 - cmdstanpy - INFO - Chain [1] start processing
13:55:39 - cmdstanpy - INFO - Chain [1] done processing
13:55:39 - cmdstanpy - INFO - Chain [1] start processing
13:55:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 490:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.058561   28.820497   58.405480
31 2025-08-31  44.262634   28.592619   59.403318
32 2025-09-30  44.460125   29.084517   59.516702
33 2025-10-31  44.664198   28.966825   61.267108
34 2025-11-30  44.861688   28.271534   58.751888
Forecast for Africa and Product 491:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.835116   14.305543   43.887771
31 2025-08-31  29.698317   14.583233   43.461195
32 2025-09-30  29.565932   14.679478   43.565659
33 2025-10-31  29.429133   14.777100   43.995222
34 2025-11-30  29.296748   13.490881   44.584844
13:55:40 - cmdstanpy - INFO - Chain [1] start processing
13:55:40 - cmdstanpy - INFO - Chain [1] done processing
13:55:40 - cmdstanpy - INFO - Chain [1] start processing
13:55:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 492:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.968135   11.154455   53.335200
31 2025-08-31  31.919949   11.939145   52.973973
32 2025-09-30  31.873317   10.994306   53.060781
33 2025-10-31  31.825131   11.388989   52.786764
34 2025-11-30  31.778499   11.543976   52.741859
Forecast for Africa and Product 493:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.559832   19.721785   68.736785
31 2025-08-31  44.884454   22.751069   70.191894
32 2025-09-30  45.198605   18.908081   70.961416
33 2025-10-31  45.523227   20.067079   69.915064
34 2025-11-30  45.837378   21.769919   69.317219
13:55:40 - cmdstanpy - INFO - Chain [1] start processing
13:55:40 - cmdstanpy - INFO - Chain [1] done processing
13:55:40 - cmdstanpy - INFO - Chain [1] start processing
13:55:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 494:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.582234   27.115094   67.582585
31 2025-08-31  46.963159   27.072455   67.825696
32 2025-09-30  47.331795   25.495099   68.599763
33 2025-10-31  47.712719   30.017145   69.191768
34 2025-11-30  48.081355   28.544525   68.184717
Forecast for Africa and Product 495:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.595944   32.392640   66.909006
31 2025-08-31  50.038120   32.127812   68.118369
32 2025-09-30  50.466033   31.915279   68.345788
33 2025-10-31  50.908209   34.613837   68.171895
34 2025-11-30  51.336122   33.686238   68.912549
13:55:40 - cmdstanpy - INFO - Chain [1] start processing
13:55:40 - cmdstanpy - INFO - Chain [1] done processing
13:55:40 - cmdstanpy - INFO - Chain [1] start processing
13:55:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 496:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  69.719004   46.343441   92.518454
31 2025-08-31  70.741928   48.677027   94.105375
32 2025-09-30  71.731855   48.469214   94.565367
33 2025-10-31  72.754780   50.383801   95.988909
34 2025-11-30  73.744706   51.389504   97.249545
Forecast for Africa and Product 497:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.185122    6.261672   45.176944
31 2025-08-31  25.373266    5.405275   46.193646
32 2025-09-30  24.587599    3.621449   44.025411
33 2025-10-31  23.775744    1.758875   43.392699
34 2025-11-30  22.990077    2.689348   43.856580
13:55:41 - cmdstanpy - INFO - Chain [1] start processing
13:55:41 - cmdstanpy - INFO - Chain [1] done processing
13:55:41 - cmdstanpy - INFO - Chain [1] start processing
13:55:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 498:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.648831   10.333674   51.658204
31 2025-08-31  30.378395   10.861219   51.172365
32 2025-09-30  30.116683    9.953743   49.855578
33 2025-10-31  29.846247    9.876275   49.157017
34 2025-11-30  29.584535    9.570016   48.811904
Forecast for Africa and Product 499:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.963256   21.390613   58.019047
31 2025-08-31  39.896160   21.893095   57.411223
32 2025-09-30  39.831229   22.885853   57.381224
33 2025-10-31  39.764133   19.664151   57.392300
34 2025-11-30  39.699202   21.152689   56.392876
13:55:41 - cmdstanpy - INFO - Chain [1] start processing
13:55:41 - cmdstanpy - INFO - Chain [1] done processing
13:55:41 - cmdstanpy - INFO - Chain [1] start processing
13:55:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 500:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.823345   11.862539   52.517606
31 2025-08-31  31.183679   12.069375   52.133534
32 2025-09-30  30.564647   10.322173   50.422215
33 2025-10-31  29.924981    9.144036   50.746464
34 2025-11-30  29.305949    8.108183   48.577680
Forecast for Africa and Product 501:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.164375   24.817247   64.135171
31 2025-08-31  43.363253   23.400810   63.142673
32 2025-09-30  43.555716   23.779345   61.825665
33 2025-10-31  43.754594   23.718226   63.810328
34 2025-11-30  43.947057   24.505563   64.007610
13:55:41 - cmdstanpy - INFO - Chain [1] start processing
13:55:41 - cmdstanpy - INFO - Chain [1] done processing
13:55:42 - cmdstanpy - INFO - Chain [1] start processing
13:55:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 502:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.284593   16.464210   47.768448
31 2025-08-31  30.749771   14.117580   45.970056
32 2025-09-30  30.232201   13.941598   46.038465
33 2025-10-31  29.697379   13.364083   46.177919
34 2025-11-30  29.179809   13.551674   43.416582
Forecast for Africa and Product 503:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.142692    7.011979   53.458657
31 2025-08-31  29.665930    5.295754   51.692073
32 2025-09-30  29.204548    8.032021   53.811409
33 2025-10-31  28.727786    6.528666   51.280808
34 2025-11-30  28.266404    7.116784   52.974417
13:55:42 - cmdstanpy - INFO - Chain [1] start processing
13:55:42 - cmdstanpy - INFO - Chain [1] done processing
13:55:42 - cmdstanpy - INFO - Chain [1] start processing
13:55:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 504:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.065019   27.889493   60.623237
31 2025-08-31  44.162663   28.008981   60.495236
32 2025-09-30  44.257156   27.998195   62.264481
33 2025-10-31  44.354800   26.344469   60.874545
34 2025-11-30  44.449294   27.143785   61.982784
Forecast for Africa and Product 505:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.778146   16.342834   53.131799
31 2025-08-31  35.377042   16.398452   53.301505
32 2025-09-30  34.988877   16.090616   54.089189
33 2025-10-31  34.587773   17.542713   52.704809
34 2025-11-30  34.199607   14.518816   52.171643
13:55:42 - cmdstanpy - INFO - Chain [1] start processing
13:55:42 - cmdstanpy - INFO - Chain [1] done processing
13:55:42 - cmdstanpy - INFO - Chain [1] start processing
13:55:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 506:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.705820   -8.179621   42.367067
31 2025-08-31  15.249400  -10.129970   39.651255
32 2025-09-30  13.839961  -11.724661   38.698350
33 2025-10-31  12.383540  -12.681367   35.956672
34 2025-11-30  10.974101  -14.494630   35.747696
Forecast for Africa and Product 507:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.245835   26.621042   64.536687
31 2025-08-31  46.648310   27.068670   66.688281
32 2025-09-30  47.037802   26.905956   66.400489
33 2025-10-31  47.440277   28.929971   66.540477
34 2025-11-30  47.829768   30.213732   65.462386
13:55:42 - cmdstanpy - INFO - Chain [1] start processing
13:55:42 - cmdstanpy - INFO - Chain [1] done processing
13:55:43 - cmdstanpy - INFO - Chain [1] start processing
13:55:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 508:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.268364   21.861749   65.010619
31 2025-08-31  43.391893   23.329598   64.000339
32 2025-09-30  43.511438   23.192711   64.853007
33 2025-10-31  43.634968   22.110997   63.818870
34 2025-11-30  43.754513   22.689915   64.380713
Forecast for Africa and Product 509:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.816192   10.151297   42.045428
31 2025-08-31  26.021205   10.264993   43.003620
32 2025-09-30  25.251863    8.915982   42.637414
33 2025-10-31  24.456876    8.724224   42.945986
34 2025-11-30  23.687533    6.747657   40.341735
13:55:43 - cmdstanpy - INFO - Chain [1] start processing
13:55:43 - cmdstanpy - INFO - Chain [1] done processing
13:55:43 - cmdstanpy - INFO - Chain [1] start processing
13:55:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 510:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.453602   22.669772   75.286845
31 2025-08-31  49.767875   23.311531   74.332344
32 2025-09-30  50.072010   23.153608   76.469518
33 2025-10-31  50.386283   24.773624   76.311014
34 2025-11-30  50.690418   25.414830   77.890078
Forecast for Africa and Product 511:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.232833    9.564662   49.337541
31 2025-08-31  29.823666   10.003528   49.607524
32 2025-09-30  29.427698    9.804101   52.186676
33 2025-10-31  29.018531    9.548304   50.212187
34 2025-11-30  28.622563    8.594305   49.099561
13:55:43 - cmdstanpy - INFO - Chain [1] start processing
13:55:43 - cmdstanpy - INFO - Chain [1] done processing
13:55:43 - cmdstanpy - INFO - Chain [1] start processing
13:55:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 512:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.815367    6.153424   50.008449
31 2025-08-31  27.416344    6.137023   48.313910
32 2025-09-30  27.030193    5.469903   48.911089
33 2025-10-31  26.631171    4.395044   49.137681
34 2025-11-30  26.245020    4.635596   46.604528
Forecast for Africa and Product 513:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.043457   15.977171   67.734525
31 2025-08-31  42.023852   15.160346   68.682265
32 2025-09-30  42.004878   15.203604   68.702070
33 2025-10-31  41.985272   17.473744   67.882746
34 2025-11-30  41.966299   15.233657   67.958328
13:55:43 - cmdstanpy - INFO - Chain [1] start processing
13:55:43 - cmdstanpy - INFO - Chain [1] done processing
13:55:44 - cmdstanpy - INFO - Chain [1] start processing
13:55:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 514:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.087276   24.106217   62.507354
31 2025-08-31  42.985230   23.965376   62.784395
32 2025-09-30  42.886475   23.818636   62.019070
33 2025-10-31  42.784428   23.219404   64.073818
34 2025-11-30  42.685673   23.179788   62.258679
Forecast for Africa and Product 515:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.830453   16.878757   50.215851
31 2025-08-31  33.531180   16.232726   49.402708
32 2025-09-30  33.241560   16.471503   48.805978
33 2025-10-31  32.942287   17.041013   50.115639
34 2025-11-30  32.652668   16.254855   50.370841
13:55:44 - cmdstanpy - INFO - Chain [1] start processing
13:55:44 - cmdstanpy - INFO - Chain [1] done processing
13:55:44 - cmdstanpy - INFO - Chain [1] start processing
13:55:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 516:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.936741   20.193969   50.848157
31 2025-08-31  35.828654   21.466928   50.906048
32 2025-09-30  35.724053   21.074941   51.343234
33 2025-10-31  35.615966   19.946447   50.930637
34 2025-11-30  35.511366   21.195942   51.079988
Forecast for Africa and Product 517:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.115360   27.085747   60.270971
31 2025-08-31  43.419194   27.748476   59.398604
32 2025-09-30  43.713227   25.965148   60.127768
33 2025-10-31  44.017062   28.371363   59.654812
34 2025-11-30  44.311095   28.335433   59.877325
13:55:44 - cmdstanpy - INFO - Chain [1] start processing
13:55:44 - cmdstanpy - INFO - Chain [1] done processing
13:55:44 - cmdstanpy - INFO - Chain [1] start processing
13:55:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 518:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.007839    4.996171   40.675755
31 2025-08-31  22.173482    5.134914   39.735554
32 2025-09-30  21.366040    5.040238   37.792509
33 2025-10-31  20.531683    3.779367   37.351683
34 2025-11-30  19.724241    1.984076   37.528859
13:55:44 - cmdstanpy - INFO - Chain [1] start processing
13:55:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 519:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.948065   30.651714   63.748150
31 2025-08-31  47.511610   31.154108   63.675987
32 2025-09-30  48.056976   31.286930   63.491550
33 2025-10-31  48.620521   32.623666   65.142412
34 2025-11-30  49.165888   30.828457   65.655813
Forecast for Africa and Product 520:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.996756   11.101713   44.526827
31 2025-08-31  28.743044   12.932850   45.208864
32 2025-09-30  28.497516   11.993250   45.437633
33 2025-10-31  28.243804   11.452304   45.147198
34 2025-11-30  27.998276    9.440637   45.505111
13:55:45 - cmdstanpy - INFO - Chain [1] start processing
13:55:45 - cmdstanpy - INFO - Chain [1] done processing
13:55:45 - cmdstanpy - INFO - Chain [1] start processing
13:55:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 521:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.040198   15.479753   41.793479
31 2025-08-31  28.639429   15.144209   41.296208
32 2025-09-30  28.251589   15.589949   41.306128
33 2025-10-31  27.850820   15.741851   40.478142
34 2025-11-30  27.462979   15.015696   40.187205
Forecast for Africa and Product 522:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.482101   14.025635   47.520850
31 2025-08-31  31.000151   14.656528   47.414854
32 2025-09-30  30.533747   16.081275   45.620901
33 2025-10-31  30.051797   14.103663   47.139851
34 2025-11-30  29.585393   11.998368   45.149891
13:55:45 - cmdstanpy - INFO - Chain [1] start processing
13:55:45 - cmdstanpy - INFO - Chain [1] done processing
13:55:45 - cmdstanpy - INFO - Chain [1] start processing
13:55:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 523:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.737362    2.623939   57.898170
31 2025-08-31  30.125197    3.543585   59.328081
32 2025-09-30  29.532779    0.314336   58.397571
33 2025-10-31  28.920613    1.103631   54.463621
34 2025-11-30  28.328195   -0.217682   57.184172
Forecast for Africa and Product 524:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.168780   16.510496   66.412489
31 2025-08-31  42.237840   19.091982   68.179409
32 2025-09-30  42.304673   17.485442   66.030827
33 2025-10-31  42.373733   17.856017   68.601585
34 2025-11-30  42.440565   16.459650   68.117481
13:55:45 - cmdstanpy - INFO - Chain [1] start processing
13:55:46 - cmdstanpy - INFO - Chain [1] done processing
13:55:46 - cmdstanpy - INFO - Chain [1] start processing
13:55:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 525:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.097443    8.314879   42.812869
31 2025-08-31  24.440782    6.958080   43.639357
32 2025-09-30  23.805302    6.303193   42.675779
33 2025-10-31  23.148641    4.339091   41.099546
34 2025-11-30  22.513162    3.962960   39.754895
Forecast for Africa and Product 526:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.108243   23.890876   55.803642
31 2025-08-31  39.964985   23.515006   55.401365
32 2025-09-30  39.826348   23.277761   54.919584
33 2025-10-31  39.683090   23.475456   56.212050
34 2025-11-30  39.544453   22.927882   56.716782
13:55:46 - cmdstanpy - INFO - Chain [1] start processing
13:55:46 - cmdstanpy - INFO - Chain [1] done processing
13:55:46 - cmdstanpy - INFO - Chain [1] start processing
13:55:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 527:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.804485    1.247186   33.046218
31 2025-08-31  15.864786   -0.817896   31.409677
32 2025-09-30  14.955399   -2.208206   32.229707
33 2025-10-31  14.015699   -4.247053   30.775594
34 2025-11-30  13.106313   -4.389491   29.562618
Forecast for Africa and Product 528:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.301835   15.909366   55.006301
31 2025-08-31  35.174207   15.782108   53.779752
32 2025-09-30  35.050697   15.815793   55.026783
33 2025-10-31  34.923069   14.839330   55.265648
34 2025-11-30  34.799559   14.770581   55.014056
13:55:46 - cmdstanpy - INFO - Chain [1] start processing
13:55:46 - cmdstanpy - INFO - Chain [1] done processing
13:55:46 - cmdstanpy - INFO - Chain [1] start processing
13:55:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 529:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.610636   10.699158   51.896075
31 2025-08-31  31.391469   10.486030   52.802597
32 2025-09-30  31.179372   11.131336   51.598684
33 2025-10-31  30.960205   10.132246   52.476535
34 2025-11-30  30.748108    9.593683   51.793903
Forecast for Africa and Product 530:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.706446   13.441207   50.191413
31 2025-08-31  31.357026   14.042022   47.950306
32 2025-09-30  31.018877   13.453311   48.604088
33 2025-10-31  30.669457   12.908729   49.447266
34 2025-11-30  30.331308   12.280443   49.355173
13:55:47 - cmdstanpy - INFO - Chain [1] start processing
13:55:47 - cmdstanpy - INFO - Chain [1] done processing
13:55:47 - cmdstanpy - INFO - Chain [1] start processing
13:55:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 531:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.854915   27.689287   61.989353
31 2025-08-31  44.685059   27.345718   60.700841
32 2025-09-30  44.520683   26.838588   62.516649
33 2025-10-31  44.350827   26.090236   61.796218
34 2025-11-30  44.186451   27.443969   61.849895
Forecast for Africa and Product 532:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.555336   23.324662   62.166106
31 2025-08-31  42.471126   22.725242   62.691466
32 2025-09-30  42.389633   23.119349   61.336979
33 2025-10-31  42.305422   22.620809   61.500754
34 2025-11-30  42.223929   23.031361   60.775043
13:55:47 - cmdstanpy - INFO - Chain [1] start processing
13:55:47 - cmdstanpy - INFO - Chain [1] done processing
13:55:47 - cmdstanpy - INFO - Chain [1] start processing
13:55:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 533:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.083501    6.774307   46.940727
31 2025-08-31  25.294933    6.509603   43.818674
32 2025-09-30  24.531802    5.910934   43.681970
33 2025-10-31  23.743234    3.829099   43.473421
34 2025-11-30  22.980104    3.161835   43.567268
Forecast for Africa and Product 534:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.294247   22.080408   62.564293
31 2025-08-31  42.400838   21.638989   63.280991
32 2025-09-30  42.503990   22.159763   61.468165
33 2025-10-31  42.610581   21.371719   64.882127
34 2025-11-30  42.713733   22.898665   64.812580
13:55:47 - cmdstanpy - INFO - Chain [1] start processing
13:55:47 - cmdstanpy - INFO - Chain [1] done processing
13:55:47 - cmdstanpy - INFO - Chain [1] start processing
13:55:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 535:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.567027   23.858396   58.414040
31 2025-08-31  41.641940   25.014865   58.978315
32 2025-09-30  41.714437   24.885927   58.224518
33 2025-10-31  41.789350   24.803126   58.675341
34 2025-11-30  41.861847   24.353655   60.016900
Forecast for Africa and Product 536:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.646714   35.145444   66.831102
31 2025-08-31  50.902738   33.847546   67.904668
32 2025-09-30  51.150503   36.643789   66.016806
33 2025-10-31  51.406527   36.031065   66.324389
34 2025-11-30  51.654292   34.393394   66.053848
13:55:48 - cmdstanpy - INFO - Chain [1] start processing
13:55:48 - cmdstanpy - INFO - Chain [1] done processing
13:55:48 - cmdstanpy - INFO - Chain [1] start processing
13:55:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 537:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.256554   22.984729   61.214496
31 2025-08-31  41.321950   22.176444   61.827185
32 2025-09-30  41.385236   23.307137   60.173649
33 2025-10-31  41.450631   22.031703   60.617628
34 2025-11-30  41.513917   22.550976   61.104856
Forecast for Africa and Product 538:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.475579    9.829763   43.944021
31 2025-08-31  26.575827    8.289698   43.927629
32 2025-09-30  25.705099    8.959843   44.541909
33 2025-10-31  24.805347    6.577240   42.669698
34 2025-11-30  23.934619    7.468300   41.488576
13:55:48 - cmdstanpy - INFO - Chain [1] start processing
13:55:48 - cmdstanpy - INFO - Chain [1] done processing
13:55:48 - cmdstanpy - INFO - Chain [1] start processing
13:55:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 539:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.109631   27.090626   68.530227
31 2025-08-31  48.388868   26.465666   67.735387
32 2025-09-30  48.659096   27.707475   69.779811
33 2025-10-31  48.938332   28.720012   69.137989
34 2025-11-30  49.208561   28.441420   70.436223
Forecast for Africa and Product 540:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.783484   17.674925   59.782700
31 2025-08-31  38.797367   16.402659   61.083697
32 2025-09-30  38.810801   17.036696   60.219505
33 2025-10-31  38.824683   17.548068   59.582993
34 2025-11-30  38.838118   18.339524   61.305524
13:55:48 - cmdstanpy - INFO - Chain [1] start processing
13:55:48 - cmdstanpy - INFO - Chain [1] done processing
13:55:48 - cmdstanpy - INFO - Chain [1] start processing
13:55:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 541:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.898951   27.754817   66.872746
31 2025-08-31  48.538730   30.180964   69.630869
32 2025-09-30  49.157870   29.149705   68.660419
33 2025-10-31  49.797648   30.626423   69.668074
34 2025-11-30  50.416789   31.380427   70.012485
Forecast for Africa and Product 542:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.185125   17.184347   55.351561
31 2025-08-31  35.958044   16.457666   55.415363
32 2025-09-30  35.738289   16.457148   53.972141
33 2025-10-31  35.511208   15.828652   54.220287
34 2025-11-30  35.291453   15.445169   54.233524
13:55:49 - cmdstanpy - INFO - Chain [1] start processing
13:55:49 - cmdstanpy - INFO - Chain [1] done processing
13:55:49 - cmdstanpy - INFO - Chain [1] start processing
13:55:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 543:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.908971   11.620145   52.243703
31 2025-08-31  31.428095   11.871802   52.256382
32 2025-09-30  30.962732   11.059858   51.177563
33 2025-10-31  30.481857   12.713960   52.225838
34 2025-11-30  30.016494    9.622425   49.775435
Forecast for Africa and Product 544:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.053335   18.017383   65.326931
31 2025-08-31  42.004875   18.182623   65.852244
32 2025-09-30  41.957978   17.969489   67.416808
33 2025-10-31  41.909519   17.768847   65.559778
34 2025-11-30  41.862622   17.723834   64.120810
13:55:49 - cmdstanpy - INFO - Chain [1] start processing
13:55:49 - cmdstanpy - INFO - Chain [1] done processing
13:55:49 - cmdstanpy - INFO - Chain [1] start processing
13:55:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 545:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.213844    9.016845   51.883937
31 2025-08-31  29.943489    7.130062   50.601889
32 2025-09-30  29.681855   10.481573   50.385012
33 2025-10-31  29.411501   10.243802   49.444457
34 2025-11-30  29.149867    9.181093   49.070224
Forecast for Africa and Product 546:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.672717   40.896072   72.200724
31 2025-08-31  57.601197   41.503552   73.749212
32 2025-09-30  58.499726   42.488218   75.816877
33 2025-10-31  59.428206   44.625416   74.629124
34 2025-11-30  60.326736   43.732601   75.406985
13:55:49 - cmdstanpy - INFO - Chain [1] start processing
13:55:49 - cmdstanpy - INFO - Chain [1] done processing
13:55:50 - cmdstanpy - INFO - Chain [1] start processing
13:55:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 547:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.155183   14.693073   48.916224
31 2025-08-31  31.807437   13.980731   49.345649
32 2025-09-30  31.470908   14.351219   48.152543
33 2025-10-31  31.123162   13.896283   49.005658
34 2025-11-30  30.786633   13.117094   47.322492
Forecast for Africa and Product 548:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.246910   17.792499   67.882870
31 2025-08-31  43.576474   19.936979   67.777156
32 2025-09-30  43.895406   18.734700   67.092307
33 2025-10-31  44.224970   19.568299   68.611515
34 2025-11-30  44.543903   18.680007   68.157711
13:55:50 - cmdstanpy - INFO - Chain [1] start processing
13:55:50 - cmdstanpy - INFO - Chain [1] done processing
13:55:50 - cmdstanpy - INFO - Chain [1] start processing
13:55:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 549:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.384565    6.921345   50.898448
31 2025-08-31  27.914545    3.345305   51.314351
32 2025-09-30  27.459688    2.639885   49.765019
33 2025-10-31  26.989668    3.357056   48.701386
34 2025-11-30  26.534810    2.586161   49.738734
Forecast for Africa and Product 550:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.223122    5.754494   40.864193
31 2025-08-31  21.528056    5.419180   40.746576
32 2025-09-30  20.855411    4.071288   38.121315
33 2025-10-31  20.160345    3.008693   37.420114
34 2025-11-30  19.487701    0.409067   37.078985
13:55:50 - cmdstanpy - INFO - Chain [1] start processing
13:55:50 - cmdstanpy - INFO - Chain [1] done processing
13:55:50 - cmdstanpy - INFO - Chain [1] start processing
13:55:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 551:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.845023   15.761493   54.954536
31 2025-08-31  34.622143   15.522243   54.106294
32 2025-09-30  34.406453   13.352966   53.391201
33 2025-10-31  34.183573   15.893620   54.707905
34 2025-11-30  33.967883   14.857260   53.285010
Forecast for Africa and Product 552:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.831138   23.692553   59.013239
31 2025-08-31  41.836193   24.893097   61.502286
32 2025-09-30  41.841085   24.206545   60.538075
33 2025-10-31  41.846141   23.395983   59.830388
34 2025-11-30  41.851033   23.672796   61.338208
13:55:50 - cmdstanpy - INFO - Chain [1] start processing
13:55:51 - cmdstanpy - INFO - Chain [1] done processing
13:55:51 - cmdstanpy - INFO - Chain [1] start processing
13:55:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 553:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.694928   25.119835   58.384847
31 2025-08-31  41.634997   23.941904   60.339540
32 2025-09-30  41.577000   24.305604   59.467818
33 2025-10-31  41.517069   23.834224   60.499916
34 2025-11-30  41.459071   23.114933   59.344269
Forecast for Africa and Product 554:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.950123   21.296844   57.022926
31 2025-08-31  38.858978   20.369204   55.921059
32 2025-09-30  38.770774   20.272885   57.835931
33 2025-10-31  38.679630   19.910034   56.522721
34 2025-11-30  38.591426   19.313483   56.519779
13:55:51 - cmdstanpy - INFO - Chain [1] start processing
13:55:51 - cmdstanpy - INFO - Chain [1] done processing
13:55:51 - cmdstanpy - INFO - Chain [1] start processing
13:55:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 555:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.377867   16.860147   69.707948
31 2025-08-31  43.455769   16.978107   69.766063
32 2025-09-30  43.531158   16.254547   71.084014
33 2025-10-31  43.609060   18.785542   67.332248
34 2025-11-30  43.684450   19.782463   70.027473
Forecast for Africa and Product 556:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.137709   17.795132   51.074747
31 2025-08-31  34.895771   18.290106   50.314446
32 2025-09-30  34.661636   19.072841   51.819776
33 2025-10-31  34.419697   17.586423   49.792713
34 2025-11-30  34.185563   17.494707   50.756679
13:55:51 - cmdstanpy - INFO - Chain [1] start processing
13:55:51 - cmdstanpy - INFO - Chain [1] done processing
13:55:51 - cmdstanpy - INFO - Chain [1] start processing
13:55:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 557:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.916696   19.431684   56.844937
31 2025-08-31  38.879063   21.225740   57.810382
32 2025-09-30  38.842644   20.053345   57.257337
33 2025-10-31  38.805012   19.325606   56.243009
34 2025-11-30  38.768593   20.374793   58.302579
Forecast for Africa and Product 558:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.780915   24.806923   60.342579
31 2025-08-31  42.940791   25.393875   60.585743
32 2025-09-30  43.095511   24.982744   60.909583
33 2025-10-31  43.255387   26.251698   60.395883
34 2025-11-30  43.410107   24.765204   63.666537
13:55:52 - cmdstanpy - INFO - Chain [1] start processing
13:55:52 - cmdstanpy - INFO - Chain [1] done processing
13:55:52 - cmdstanpy - INFO - Chain [1] start processing
13:55:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 559:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.041154   11.072802   51.695068
31 2025-08-31  30.550925    9.515919   50.614927
32 2025-09-30  30.076509    8.676366   50.760571
33 2025-10-31  29.586280    9.018943   49.298856
34 2025-11-30  29.111865    7.251873   49.097593
Forecast for Africa and Product 560:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.963825   18.030752   60.091286
31 2025-08-31  39.037267   19.054115   61.859981
32 2025-09-30  39.108340   17.815434   60.515135
33 2025-10-31  39.181783   17.931149   59.780984
34 2025-11-30  39.252856   19.569034   60.841208
13:55:52 - cmdstanpy - INFO - Chain [1] start processing
13:55:52 - cmdstanpy - INFO - Chain [1] done processing
13:55:52 - cmdstanpy - INFO - Chain [1] start processing
13:55:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 561:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.661006   20.546286   63.214129
31 2025-08-31  41.660144   19.232263   61.218537
32 2025-09-30  41.659309   19.910782   62.643935
33 2025-10-31  41.658447   21.432111   62.644172
34 2025-11-30  41.657612   21.888563   64.081381
Forecast for Africa and Product 562:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.902798   33.432984   61.241919
31 2025-08-31  48.240234   33.389894   61.350922
32 2025-09-30  48.566786   35.203942   63.623645
33 2025-10-31  48.904223   34.627409   63.670584
34 2025-11-30  49.230774   35.571806   63.037323
13:55:52 - cmdstanpy - INFO - Chain [1] start processing
13:55:52 - cmdstanpy - INFO - Chain [1] done processing
13:55:52 - cmdstanpy - INFO - Chain [1] start processing
13:55:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 563:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.283373    9.310871   46.613823
31 2025-08-31  27.709190    7.163715   47.802513
32 2025-09-30  27.153529    8.241540   48.267191
33 2025-10-31  26.579346    6.373035   47.550266
34 2025-11-30  26.023686    4.372211   44.917918
Forecast for Africa and Product 564:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.142186   14.439635   51.006386
31 2025-08-31  32.897399   14.353346   49.328058
32 2025-09-30  32.660509   13.931917   50.136690
33 2025-10-31  32.415722   15.115549   49.153818
34 2025-11-30  32.178832   13.461370   49.471131
13:55:53 - cmdstanpy - INFO - Chain [1] start processing
13:55:53 - cmdstanpy - INFO - Chain [1] done processing
13:55:53 - cmdstanpy - INFO - Chain [1] start processing
13:55:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 565:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.924164   19.921906   38.028338
31 2025-08-31  28.296010   19.250570   37.224114
32 2025-09-30  27.688119   18.986517   37.630541
33 2025-10-31  27.059965   18.088927   35.651586
34 2025-11-30  26.452074   17.372474   35.797651
Forecast for Africa and Product 566:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.758285   19.195149   53.776926
31 2025-08-31  36.646524   21.208383   53.450827
32 2025-09-30  36.538368   20.714280   53.555609
33 2025-10-31  36.426608   19.461259   54.182695
34 2025-11-30  36.318452   19.963862   52.299359
13:55:53 - cmdstanpy - INFO - Chain [1] start processing
13:55:53 - cmdstanpy - INFO - Chain [1] done processing
13:55:53 - cmdstanpy - INFO - Chain [1] start processing
13:55:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 567:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.326297    9.401447   49.444969
31 2025-08-31  28.429914    7.611622   48.281057
32 2025-09-30  27.562447    7.772631   47.804025
33 2025-10-31  26.666064    6.636136   45.551859
34 2025-11-30  25.798597    6.315208   47.167696
Forecast for Africa and Product 568:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.274570   29.758664   76.659427
31 2025-08-31  53.970858   31.624820   76.379319
32 2025-09-30  54.644686   31.467023   78.024602
33 2025-10-31  55.340974   32.971452   77.564942
34 2025-11-30  56.014802   34.478100   80.189528
13:55:53 - cmdstanpy - INFO - Chain [1] start processing
13:55:53 - cmdstanpy - INFO - Chain [1] done processing
13:55:53 - cmdstanpy - INFO - Chain [1] start processing
13:55:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 569:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.346306   23.266993   62.893549
31 2025-08-31  42.387313   22.333471   62.682553
32 2025-09-30  42.426998   21.453816   63.083981
33 2025-10-31  42.468005   23.131052   63.141376
34 2025-11-30  42.507689   22.475450   61.634171
Forecast for Africa and Product 570:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.597340   21.106609   55.245910
31 2025-08-31  38.670582   21.477577   55.103386
32 2025-09-30  38.741461   22.541914   54.792878
33 2025-10-31  38.814703   22.624885   54.787268
34 2025-11-30  38.885583   23.694487   55.264148
13:55:54 - cmdstanpy - INFO - Chain [1] start processing
13:55:54 - cmdstanpy - INFO - Chain [1] done processing
13:55:54 - cmdstanpy - INFO - Chain [1] start processing
13:55:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 571:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.515498   10.539170   59.257856
31 2025-08-31  35.244487   11.980608   59.174808
32 2025-09-30  34.982217   10.974878   59.404948
33 2025-10-31  34.711205   10.973798   57.334693
34 2025-11-30  34.448936   10.805977   57.655059
Forecast for Africa and Product 572:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.719335   14.761561   49.733093
31 2025-08-31  32.186052   14.050128   51.150637
32 2025-09-30  31.669972   14.443762   49.698398
33 2025-10-31  31.136690   13.975650   49.090502
34 2025-11-30  30.620610   12.419020   47.649306
13:55:54 - cmdstanpy - INFO - Chain [1] start processing
13:55:54 - cmdstanpy - INFO - Chain [1] done processing
13:55:54 - cmdstanpy - INFO - Chain [1] start processing
13:55:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 573:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.830592   11.472397   46.878540
31 2025-08-31  29.440191   12.598819   45.385346
32 2025-09-30  29.062383   12.208187   45.805665
33 2025-10-31  28.671981   12.575557   44.944048
34 2025-11-30  28.294173   12.951028   45.057654
Forecast for Africa and Product 574:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.878609   26.448749   72.041042
31 2025-08-31  50.278641   27.888989   72.267206
32 2025-09-30  50.665770   27.443609   74.393785
33 2025-10-31  51.065802   29.994916   74.201615
34 2025-11-30  51.452930   29.509274   72.229841
13:55:54 - cmdstanpy - INFO - Chain [1] start processing
13:55:54 - cmdstanpy - INFO - Chain [1] done processing
13:55:55 - cmdstanpy - INFO - Chain [1] start processing
13:55:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 575:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.843852   34.872031   78.404706
31 2025-08-31  57.667569   36.033427   79.915979
32 2025-09-30  58.464715   36.344044   81.079187
33 2025-10-31  59.288433   37.894824   80.590444
34 2025-11-30  60.085579   37.820024   81.856544
Forecast for Africa and Product 576:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.346912   -0.216444   45.892208
31 2025-08-31  22.249501   -2.448955   45.645935
32 2025-09-30  21.187491    0.044230   42.999323
33 2025-10-31  20.090081   -3.064468   43.059757
34 2025-11-30  19.028071   -2.698875   41.477096
13:55:55 - cmdstanpy - INFO - Chain [1] start processing
13:55:55 - cmdstanpy - INFO - Chain [1] done processing
13:55:55 - cmdstanpy - INFO - Chain [1] start processing
13:55:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 577:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.350387   16.345266   52.459263
31 2025-08-31  33.192311   16.069437   51.665871
32 2025-09-30  33.039334   15.254689   51.160624
33 2025-10-31  32.881258   16.002522   50.901087
34 2025-11-30  32.728281   14.500668   50.574539
Forecast for Africa and Product 578:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.351942    6.919801   40.347672
31 2025-08-31  23.737147    7.183586   40.850137
32 2025-09-30  23.142184    5.601844   39.919850
33 2025-10-31  22.527389    4.404878   40.051570
34 2025-11-30  21.932426    4.736387   38.140441
13:55:55 - cmdstanpy - INFO - Chain [1] start processing
13:55:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 579:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.795988   20.800808   55.890186
31 2025-08-31  39.682482   22.360000   56.842479
32 2025-09-30  39.572637   22.523601   57.635664
33 2025-10-31  39.459130   21.662160   56.400059
34 2025-11-30  39.349285   23.231257   56.169505
13:55:55 - cmdstanpy - INFO - Chain [1] start processing
13:55:55 - cmdstanpy - INFO - Chain [1] done processing
13:55:56 - cmdstanpy - INFO - Chain [1] start processing
13:55:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 580:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.228268   16.743784   53.510629
31 2025-08-31  33.824433   16.138169   52.366023
32 2025-09-30  33.433625   15.252364   52.645800
33 2025-10-31  33.029791   14.267848   52.085802
34 2025-11-30  32.638983   15.580710   50.211249
Forecast for Africa and Product 581:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.032020   16.640371   53.316659
31 2025-08-31  35.916807   17.679221   53.372936
32 2025-09-30  35.805310   17.085444   54.815485
33 2025-10-31  35.690097   17.539699   52.708243
34 2025-11-30  35.578600   17.333261   53.012407
13:55:56 - cmdstanpy - INFO - Chain [1] start processing
13:55:56 - cmdstanpy - INFO - Chain [1] done processing
13:55:56 - cmdstanpy - INFO - Chain [1] start processing
13:55:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 582:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.026880   18.460148   66.182803
31 2025-08-31  41.878596   18.719887   63.872904
32 2025-09-30  41.735095   18.378471   65.342370
33 2025-10-31  41.586810   19.311229   65.928644
34 2025-11-30  41.443309   20.349551   64.907083
13:55:56 - cmdstanpy - INFO - Chain [1] start processing
13:55:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 583:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.541260   -1.467713   35.515004
31 2025-08-31  16.508485   -3.549475   34.726549
32 2025-09-30  15.509025   -3.965759   35.450110
33 2025-10-31  14.476250   -4.894556   34.045346
34 2025-11-30  13.476791   -6.291651   30.584672
Forecast for Africa and Product 584:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.804559   16.888999   56.826567
31 2025-08-31  35.375957   14.371993   54.697055
32 2025-09-30  34.961181   15.029654   55.309549
33 2025-10-31  34.532579   13.592711   53.150693
34 2025-11-30  34.117803   14.386521   53.866506
13:55:56 - cmdstanpy - INFO - Chain [1] start processing
13:55:56 - cmdstanpy - INFO - Chain [1] done processing
13:55:56 - cmdstanpy - INFO - Chain [1] start processing
13:55:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 585:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.787031   21.201893   67.348035
31 2025-08-31  44.007641   19.863078   66.297134
32 2025-09-30  44.221135   20.834323   66.372559
33 2025-10-31  44.441745   20.772011   67.916190
34 2025-11-30  44.655239   22.766115   67.510144
Forecast for Africa and Product 586:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.682859   17.001681   54.444318
31 2025-08-31  35.607879   18.491649   54.400737
32 2025-09-30  35.535317   18.056246   54.115613
33 2025-10-31  35.460337   18.344169   52.784970
34 2025-11-30  35.387776   18.624585   53.372723
13:55:57 - cmdstanpy - INFO - Chain [1] start processing
13:55:57 - cmdstanpy - INFO - Chain [1] done processing
13:55:57 - cmdstanpy - INFO - Chain [1] start processing
13:55:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 587:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.377290   32.239214   73.185941
31 2025-08-31  51.973086   30.888830   72.981196
32 2025-09-30  52.549662   33.472876   73.550670
33 2025-10-31  53.145458   32.489906   73.961359
34 2025-11-30  53.722034   32.752581   75.612463
Forecast for Africa and Product 588:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.037122   19.151616   66.354436
31 2025-08-31  43.989537   22.148479   68.203272
32 2025-09-30  43.943486   20.531850   68.447345
33 2025-10-31  43.895901   21.672973   68.850986
34 2025-11-30  43.849851   19.593658   70.068659
13:55:57 - cmdstanpy - INFO - Chain [1] start processing
13:55:57 - cmdstanpy - INFO - Chain [1] done processing
13:55:57 - cmdstanpy - INFO - Chain [1] start processing
13:55:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 589:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.174920   18.514047   61.930032
31 2025-08-31  41.263275   20.251374   60.977189
32 2025-09-30  41.348780   20.950851   62.254113
33 2025-10-31  41.437135   20.568255   62.999567
34 2025-11-30  41.522640   20.197803   62.527378
Forecast for Africa and Product 590:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.714418    7.564337   44.932981
31 2025-08-31  25.996135    6.547117   44.693996
32 2025-09-30  25.301023    5.872966   44.499169
33 2025-10-31  24.582740    3.882045   43.509968
34 2025-11-30  23.887627    5.785010   43.210580
13:55:57 - cmdstanpy - INFO - Chain [1] start processing
13:55:57 - cmdstanpy - INFO - Chain [1] done processing
13:55:58 - cmdstanpy - INFO - Chain [1] start processing
13:55:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 591:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.157838   22.862079   63.550037
31 2025-08-31  43.114127   21.315650   65.139942
32 2025-09-30  43.071827   21.372624   64.839731
33 2025-10-31  43.028117   21.418155   64.651089
34 2025-11-30  42.985816   21.440671   65.154330
Forecast for Africa and Product 592:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  7.927837  -12.824274   29.046644
31 2025-08-31  6.211931  -15.511044   25.336054
32 2025-09-30  4.551376  -14.954294   24.527989
33 2025-10-31  2.835470  -18.791572   22.875320
34 2025-11-30  1.174916  -21.108208   21.118018
13:55:58 - cmdstanpy - INFO - Chain [1] start processing
13:55:58 - cmdstanpy - INFO - Chain [1] done processing
13:55:58 - cmdstanpy - INFO - Chain [1] start processing
13:55:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 593:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.286353    8.145336   42.408330
31 2025-08-31  24.574009    6.687733   42.305458
32 2025-09-30  23.884644    6.282090   39.786422
33 2025-10-31  23.172301    6.811181   39.603601
34 2025-11-30  22.482936    5.836610   40.383664
Forecast for Africa and Product 594:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.702585   40.706281   78.523176
31 2025-08-31  60.695676   41.745802   78.720398
32 2025-09-30  61.656732   43.092473   78.764066
33 2025-10-31  62.649823   44.396034   80.215761
34 2025-11-30  63.610878   46.597954   81.890820
13:55:58 - cmdstanpy - INFO - Chain [1] start processing
13:55:58 - cmdstanpy - INFO - Chain [1] done processing
13:55:58 - cmdstanpy - INFO - Chain [1] start processing
13:55:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 595:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.050620    8.638973   58.399905
31 2025-08-31  33.615944    6.410008   59.383194
32 2025-09-30  33.195289    8.488339   57.916005
33 2025-10-31  32.760613    4.052719   57.797887
34 2025-11-30  32.339959    7.592934   57.661718
Forecast for Africa and Product 596:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.795935   -3.000744   40.461737
31 2025-08-31  18.170081   -5.057741   39.518324
32 2025-09-30  17.564416   -4.345943   38.449380
33 2025-10-31  16.938562   -4.903667   36.424202
34 2025-11-30  16.332896   -3.537080   38.700995
13:55:58 - cmdstanpy - INFO - Chain [1] start processing
13:55:58 - cmdstanpy - INFO - Chain [1] done processing
13:55:59 - cmdstanpy - INFO - Chain [1] start processing
13:55:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 597:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.194457   17.428734   67.156184
31 2025-08-31  43.367171   19.101146   68.727915
32 2025-09-30  43.534314   17.769888   68.222441
33 2025-10-31  43.707028   18.950204   70.485303
34 2025-11-30  43.874171   19.624728   68.974125
Forecast for Africa and Product 598:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.006450   14.878673   62.723659
31 2025-08-31  39.764273   16.724066   62.450631
32 2025-09-30  39.529908   15.944206   63.384627
33 2025-10-31  39.287731   15.150830   63.943353
34 2025-11-30  39.053365   14.338143   63.479210
13:55:59 - cmdstanpy - INFO - Chain [1] start processing
13:55:59 - cmdstanpy - INFO - Chain [1] done processing
13:55:59 - cmdstanpy - INFO - Chain [1] start processing
13:55:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 599:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.565098   20.851073   62.853241
31 2025-08-31  41.576336   20.274520   61.693724
32 2025-09-30  41.587212   20.534742   64.521044
33 2025-10-31  41.598450   20.150539   61.812304
34 2025-11-30  41.609325   18.942151   63.544875
Forecast for Africa and Product 600:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.668395   35.110544   70.273962
31 2025-08-31  53.263357   33.941468   71.147984
32 2025-09-30  53.839128   35.881246   71.251810
33 2025-10-31  54.434090   36.089514   71.190612
34 2025-11-30  55.009861   37.132229   73.140767
13:55:59 - cmdstanpy - INFO - Chain [1] start processing
13:55:59 - cmdstanpy - INFO - Chain [1] done processing
13:55:59 - cmdstanpy - INFO - Chain [1] start processing
13:55:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 601:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.777584   26.867694   65.505822
31 2025-08-31  46.212195   27.338044   66.419425
32 2025-09-30  46.632785   26.725629   66.034348
33 2025-10-31  47.067396   28.404684   64.960382
34 2025-11-30  47.487987   28.055042   66.867014
Forecast for Africa and Product 602:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.257156   24.047308   63.532001
31 2025-08-31  43.501745   22.351568   64.396801
32 2025-09-30  43.738445   25.029417   64.105838
33 2025-10-31  43.983034   23.989354   62.257854
34 2025-11-30  44.219733   23.222111   64.498828
13:56:00 - cmdstanpy - INFO - Chain [1] start processing
13:56:00 - cmdstanpy - INFO - Chain [1] done processing
13:56:00 - cmdstanpy - INFO - Chain [1] start processing
13:56:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 603:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.420807    3.248932   47.347145
31 2025-08-31  24.852248    4.026037   45.763428
32 2025-09-30  24.302029    3.680029   45.299303
33 2025-10-31  23.733471    2.693260   45.179398
34 2025-11-30  23.183252    2.707019   44.283240
Forecast for Africa and Product 604:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.138749   16.005559   50.186094
31 2025-08-31  32.965081   16.123974   51.791098
32 2025-09-30  32.797016   14.601601   49.765517
33 2025-10-31  32.623348   14.051006   50.635038
34 2025-11-30  32.455282   14.915640   49.735398
13:56:00 - cmdstanpy - INFO - Chain [1] start processing
13:56:00 - cmdstanpy - INFO - Chain [1] done processing
13:56:00 - cmdstanpy - INFO - Chain [1] start processing
13:56:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 605:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.534110   30.105554   66.795242
31 2025-08-31  48.933271   30.435581   67.481860
32 2025-09-30  49.319555   31.586287   68.211329
33 2025-10-31  49.718716   30.496293   65.963051
34 2025-11-30  50.105001   29.358441   67.980905
Forecast for Africa and Product 606:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.136271   15.788535   53.169971
31 2025-08-31  33.950225   14.421035   52.676378
32 2025-09-30  33.770180   15.017067   52.983513
33 2025-10-31  33.584133   14.478672   51.945431
34 2025-11-30  33.404088   13.968836   51.323558
13:56:00 - cmdstanpy - INFO - Chain [1] start processing
13:56:00 - cmdstanpy - INFO - Chain [1] done processing
13:56:00 - cmdstanpy - INFO - Chain [1] start processing
13:56:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 607:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.961436   12.425064   51.119555
31 2025-08-31  31.425585   10.695782   48.546349
32 2025-09-30  30.907019   11.475115   48.617151
33 2025-10-31  30.371168   11.473127   51.339393
34 2025-11-30  29.852602   10.912697   48.192102
Forecast for Africa and Product 608:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.218818   21.536025   55.059533
31 2025-08-31  38.263298   21.694912   54.643330
32 2025-09-30  38.306344   21.225219   55.335389
33 2025-10-31  38.350824   22.263169   54.688060
34 2025-11-30  38.393870   21.863290   53.936701
13:56:01 - cmdstanpy - INFO - Chain [1] start processing
13:56:01 - cmdstanpy - INFO - Chain [1] done processing
13:56:01 - cmdstanpy - INFO - Chain [1] start processing
13:56:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 609:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.049869   25.729636   58.521251
31 2025-08-31  42.229586   26.988194   57.297786
32 2025-09-30  42.403505   25.887518   57.621096
33 2025-10-31  42.583222   26.100461   59.301030
34 2025-11-30  42.757141   27.985131   58.670514
Forecast for Africa and Product 610:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.541254   15.015199   54.014900
31 2025-08-31  35.070722   14.083995   55.604798
32 2025-09-30  34.615368   13.523208   53.132194
33 2025-10-31  34.144836   13.191927   52.931899
34 2025-11-30  33.689482   13.290833   52.308681
13:56:01 - cmdstanpy - INFO - Chain [1] start processing
13:56:01 - cmdstanpy - INFO - Chain [1] done processing
13:56:01 - cmdstanpy - INFO - Chain [1] start processing
13:56:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 611:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.125012   16.317395   58.406833
31 2025-08-31  35.870906   14.870057   57.257553
32 2025-09-30  35.624998   16.122144   57.079154
33 2025-10-31  35.370893   14.272612   55.763442
34 2025-11-30  35.124984   15.354505   55.470745
Forecast for Africa and Product 612:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.456645   16.718256   56.119556
31 2025-08-31  36.217665   16.527599   56.685170
32 2025-09-30  35.986394   15.741406   55.835818
33 2025-10-31  35.747413   15.355319   56.386449
34 2025-11-30  35.516142   15.364803   55.601832
13:56:01 - cmdstanpy - INFO - Chain [1] start processing
13:56:01 - cmdstanpy - INFO - Chain [1] done processing
13:56:02 - cmdstanpy - INFO - Chain [1] start processing
13:56:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 613:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.929638   21.915335   68.422854
31 2025-08-31  44.856143   20.747472   67.073034
32 2025-09-30  44.785020   21.824811   67.963760
33 2025-10-31  44.711526   21.890617   67.804785
34 2025-11-30  44.640403   20.085685   66.297093
Forecast for Africa and Product 614:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.566054   25.058255   63.847406
31 2025-08-31  45.746890   25.482858   65.257024
32 2025-09-30  45.921892   25.808656   66.394164
33 2025-10-31  46.102727   26.407532   65.651999
34 2025-11-30  46.277729   25.576836   65.648845
13:56:02 - cmdstanpy - INFO - Chain [1] start processing
13:56:02 - cmdstanpy - INFO - Chain [1] done processing
13:56:02 - cmdstanpy - INFO - Chain [1] start processing
13:56:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 615:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.682631   26.085973   50.047856
31 2025-08-31  37.437379   24.651352   49.304112
32 2025-09-30  37.200039   25.159131   48.442608
33 2025-10-31  36.954787   25.669895   49.735273
34 2025-11-30  36.717447   24.239397   48.869511
Forecast for Africa and Product 616:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.055995    7.248355   49.513480
31 2025-08-31  27.303571    4.909420   48.706624
32 2025-09-30  26.575418    4.529802   48.034520
33 2025-10-31  25.822994    2.386100   45.718997
34 2025-11-30  25.094842    2.781321   46.246396
13:56:02 - cmdstanpy - INFO - Chain [1] start processing
13:56:02 - cmdstanpy - INFO - Chain [1] done processing
13:56:02 - cmdstanpy - INFO - Chain [1] start processing
13:56:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 617:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.198150   11.339393   48.406485
31 2025-08-31  27.541920   10.252783   44.967114
32 2025-09-30  26.906858    9.531476   44.747178
33 2025-10-31  26.250628    8.910128   43.704463
34 2025-11-30  25.615566    7.782533   42.794110
Forecast for Africa and Product 618:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.800241   32.093539   64.194838
31 2025-08-31  48.411267   33.318808   63.855347
32 2025-09-30  49.002584   33.965303   65.179147
33 2025-10-31  49.613611   32.092648   64.292800
34 2025-11-30  50.204927   35.141838   65.782985
13:56:02 - cmdstanpy - INFO - Chain [1] start processing
13:56:02 - cmdstanpy - INFO - Chain [1] done processing
13:56:03 - cmdstanpy - INFO - Chain [1] start processing
13:56:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 619:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.005971   26.554596   61.786691
31 2025-08-31  44.178390   26.161315   62.428974
32 2025-09-30  44.345248   25.802824   63.569579
33 2025-10-31  44.517667   27.387824   61.850650
34 2025-11-30  44.684525   27.043628   62.754383
Forecast for Africa and Product 620:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.826501   16.954635   54.657189
31 2025-08-31  36.632657   18.465422   55.611916
32 2025-09-30  36.445065   17.343547   53.761623
33 2025-10-31  36.251221   16.540395   55.715090
34 2025-11-30  36.063629   16.279971   54.830345
13:56:03 - cmdstanpy - INFO - Chain [1] start processing
13:56:03 - cmdstanpy - INFO - Chain [1] done processing
13:56:03 - cmdstanpy - INFO - Chain [1] start processing
13:56:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 621:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.428861   33.372039   62.515638
31 2025-08-31  47.820074   33.795027   61.383230
32 2025-09-30  48.198668   34.793570   61.711555
33 2025-10-31  48.589882   34.942204   62.629064
34 2025-11-30  48.968476   35.315190   61.845216
Forecast for Africa and Product 622:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.597928   24.709417   56.353628
31 2025-08-31  39.360514   22.412404   56.578695
32 2025-09-30  39.130759   23.004625   57.265684
33 2025-10-31  38.893346   22.911282   56.248489
34 2025-11-30  38.663591   22.558722   56.091387
13:56:03 - cmdstanpy - INFO - Chain [1] start processing
13:56:03 - cmdstanpy - INFO - Chain [1] done processing
13:56:03 - cmdstanpy - INFO - Chain [1] start processing
13:56:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 623:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.317127    8.312369   54.352664
31 2025-08-31  30.825998    8.162063   54.387099
32 2025-09-30  30.350711    8.377003   52.596951
33 2025-10-31  29.859582    7.153873   50.824801
34 2025-11-30  29.384296    8.573408   51.341891
Forecast for Africa and Product 624:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.860591   34.614768   84.663338
31 2025-08-31  60.681684   36.788121   87.721381
32 2025-09-30  61.476290   37.158763   84.450733
33 2025-10-31  62.297383   37.759153   86.734684
34 2025-11-30  63.091990   38.302517   87.734472
13:56:03 - cmdstanpy - INFO - Chain [1] start processing
13:56:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 625:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.745774   30.874747   68.372197
31 2025-08-31  50.052839   29.961462   67.919500
32 2025-09-30  50.349999   31.275379   70.218196
33 2025-10-31  50.657065   31.949526   70.222744
34 2025-11-30  50.954225   32.418789   71.517158
13:56:04 - cmdstanpy - INFO - Chain [1] start processing
13:56:04 - cmdstanpy - INFO - Chain [1] done processing
13:56:04 - cmdstanpy - INFO - Chain [1] start processing
13:56:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 626:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.010650   33.012351   81.955119
31 2025-08-31  57.610268   31.344402   83.728815
32 2025-09-30  58.190543   32.465133   82.347399
33 2025-10-31  58.790161   32.506813   84.023512
34 2025-11-30  59.370437   34.334903   85.107404
Forecast for Africa and Product 627:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.652472   20.049004   67.003137
31 2025-08-31  42.564994   19.058243   66.283519
32 2025-09-30  42.480338   19.253015   65.021727
33 2025-10-31  42.392860   18.617610   67.381837
34 2025-11-30  42.308204   19.148071   66.458950
13:56:04 - cmdstanpy - INFO - Chain [1] start processing
13:56:04 - cmdstanpy - INFO - Chain [1] done processing
13:56:04 - cmdstanpy - INFO - Chain [1] start processing
13:56:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 628:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.862770   40.201075   65.461659
31 2025-08-31  53.604321   41.174947   65.667212
32 2025-09-30  54.321952   42.137620   67.533628
33 2025-10-31  55.063503   42.654728   67.906658
34 2025-11-30  55.781134   43.918949   68.007317
Forecast for Africa and Product 629:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.215582    8.655738   40.704232
31 2025-08-31  24.665671    9.105404   41.203177
32 2025-09-30  24.133499    8.430975   40.357512
33 2025-10-31  23.583587    7.388730   40.103785
34 2025-11-30  23.051415    6.620893   39.359647
13:56:04 - cmdstanpy - INFO - Chain [1] start processing
13:56:04 - cmdstanpy - INFO - Chain [1] done processing
13:56:05 - cmdstanpy - INFO - Chain [1] start processing
13:56:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 630:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.703863   -7.072359   48.365599
31 2025-08-31  20.798054   -6.238584   47.606464
32 2025-09-30  19.921464   -7.704048   45.376876
33 2025-10-31  19.015655   -8.186758   45.298508
34 2025-11-30  18.139065   -8.737917   45.885117
Forecast for Africa and Product 631:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.483261   25.580216   59.686612
31 2025-08-31  42.422974   25.062216   59.940876
32 2025-09-30  42.364632   25.358647   58.648932
33 2025-10-31  42.304346   26.316102   59.982810
34 2025-11-30  42.246004   24.967593   59.065146
13:56:05 - cmdstanpy - INFO - Chain [1] start processing
13:56:05 - cmdstanpy - INFO - Chain [1] done processing
13:56:05 - cmdstanpy - INFO - Chain [1] start processing
13:56:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 632:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.937679   38.575517   84.197319
31 2025-08-31  62.148530   40.119093   85.453744
32 2025-09-30  63.320322   41.946768   84.549980
33 2025-10-31  64.531173   42.838233   86.426966
34 2025-11-30  65.702965   43.658124   87.697269
13:56:05 - cmdstanpy - INFO - Chain [1] start processing
13:56:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 633:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.370951   16.813846   51.381941
31 2025-08-31  34.017001   17.077274   51.210623
32 2025-09-30  33.674469   15.752013   51.251084
33 2025-10-31  33.320519   15.471608   51.195482
34 2025-11-30  32.977987   17.688139   51.153217
Forecast for Africa and Product 634:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.173087   22.347084   59.352689
31 2025-08-31  40.295655   21.985118   56.204324
32 2025-09-30  40.414270   23.044746   57.423170
33 2025-10-31  40.536838   24.572001   56.994632
34 2025-11-30  40.655453   24.428129   57.514413
13:56:05 - cmdstanpy - INFO - Chain [1] start processing
13:56:05 - cmdstanpy - INFO - Chain [1] done processing
13:56:06 - cmdstanpy - INFO - Chain [1] start processing
13:56:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 635:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.291943   17.743432   59.047230
31 2025-08-31  39.325095   18.373821   59.736413
32 2025-09-30  39.357177   19.315448   61.963442
33 2025-10-31  39.390329   18.143036   60.905107
34 2025-11-30  39.422411   17.768539   60.797348
Forecast for Africa and Product 636:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.298078   18.617765   51.578349
31 2025-08-31  35.162679   19.775949   52.074362
32 2025-09-30  35.031648   18.923810   52.031806
33 2025-10-31  34.896249   17.751807   49.529772
34 2025-11-30  34.765217   18.404691   50.741409
13:56:06 - cmdstanpy - INFO - Chain [1] start processing
13:56:06 - cmdstanpy - INFO - Chain [1] done processing
13:56:06 - cmdstanpy - INFO - Chain [1] start processing
13:56:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 637:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.060875   12.245241   58.840839
31 2025-08-31  34.482996   12.245754   57.544818
32 2025-09-30  33.923758   14.349448   57.547237
33 2025-10-31  33.345879   12.038628   55.999393
34 2025-11-30  32.786642   10.231028   55.538836
Forecast for Africa and Product 638:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.892288   19.260526   59.708391
31 2025-08-31  38.714062   19.854901   57.984314
32 2025-09-30  38.541586   18.117129   59.340790
33 2025-10-31  38.363361   18.443509   59.057052
34 2025-11-30  38.190885   17.548563   57.991272
13:56:06 - cmdstanpy - INFO - Chain [1] start processing
13:56:06 - cmdstanpy - INFO - Chain [1] done processing
13:56:06 - cmdstanpy - INFO - Chain [1] start processing
13:56:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 639:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.691673   41.174982   75.551067
31 2025-08-31  58.616008   43.564139   74.217145
32 2025-09-30  59.510526   43.707649   75.690630
33 2025-10-31  60.434861   42.936677   76.059520
34 2025-11-30  61.329378   45.179964   77.970342
Forecast for Africa and Product 640:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.987674   21.426185   58.405305
31 2025-08-31  41.483791   22.112117   59.994465
32 2025-09-30  41.963904   24.913848   60.606790
33 2025-10-31  42.460021   24.126482   62.068696
34 2025-11-30  42.940134   24.573114   62.003877
13:56:06 - cmdstanpy - INFO - Chain [1] start processing
13:56:07 - cmdstanpy - INFO - Chain [1] done processing
13:56:07 - cmdstanpy - INFO - Chain [1] start processing
13:56:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 641:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.930537   40.706253   81.049751
31 2025-08-31  61.812757   42.571232   82.755995
32 2025-09-30  62.666518   42.374061   80.956982
33 2025-10-31  63.548737   42.692692   83.054339
34 2025-11-30  64.402498   43.234824   84.938166
Forecast for Africa and Product 642:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.316052   22.451501   60.675184
31 2025-08-31  42.331325   24.241650   61.913369
32 2025-09-30  42.346105   23.231941   61.670675
33 2025-10-31  42.361378   22.801174   60.830394
34 2025-11-30  42.376158   23.692196   60.642324
13:56:07 - cmdstanpy - INFO - Chain [1] start processing
13:56:07 - cmdstanpy - INFO - Chain [1] done processing
13:56:07 - cmdstanpy - INFO - Chain [1] start processing
13:56:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 643:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.299172   25.079067   55.438719
31 2025-08-31  39.929263   24.169658   55.880252
32 2025-09-30  39.571287   24.674965   54.981945
33 2025-10-31  39.201378   23.780567   54.299844
34 2025-11-30  38.843402   24.238907   54.057733
Forecast for Africa and Product 644:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.465775    0.548666   37.586465
31 2025-08-31  18.299057    0.929694   35.934939
32 2025-09-30  17.169975   -0.916423   34.599633
33 2025-10-31  16.003257   -0.966106   35.531997
34 2025-11-30  14.874175   -2.307656   33.716039
13:56:07 - cmdstanpy - INFO - Chain [1] start processing
13:56:07 - cmdstanpy - INFO - Chain [1] done processing
13:56:07 - cmdstanpy - INFO - Chain [1] start processing
13:56:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 645:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.281806    9.684391   40.948221
31 2025-08-31  24.897761   10.059287   41.207053
32 2025-09-30  24.526104    8.654500   39.430800
33 2025-10-31  24.142059    8.819201   39.336312
34 2025-11-30  23.770402    8.344464   39.257144
Forecast for Africa and Product 646:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.739892   19.580601   55.659783
31 2025-08-31  37.674753   18.757165   57.107008
32 2025-09-30  37.611715   17.259592   57.989047
33 2025-10-31  37.546577   18.674761   56.461554
34 2025-11-30  37.483539   17.861277   56.966508
13:56:08 - cmdstanpy - INFO - Chain [1] start processing
13:56:08 - cmdstanpy - INFO - Chain [1] done processing
13:56:08 - cmdstanpy - INFO - Chain [1] start processing
13:56:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 647:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.057300   17.469707   56.171200
31 2025-08-31  36.875609   17.464996   56.964193
32 2025-09-30  36.699780   18.064081   55.771894
33 2025-10-31  36.518089   17.739873   56.851152
34 2025-11-30  36.342260   16.704330   56.057067
Forecast for Africa and Product 648:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.282658   -6.733475   40.559790
31 2025-08-31  16.124984   -8.098489   39.165452
32 2025-09-30  15.004654   -9.508079   38.082152
33 2025-10-31  13.846980   -9.666840   37.878542
34 2025-11-30  12.726650  -10.381747   37.545216
13:56:08 - cmdstanpy - INFO - Chain [1] start processing
13:56:08 - cmdstanpy - INFO - Chain [1] done processing
13:56:08 - cmdstanpy - INFO - Chain [1] start processing
13:56:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 649:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.016799   18.218272   64.680889
31 2025-08-31  42.071142   20.729352   65.963693
32 2025-09-30  42.123732   18.877634   64.982597
33 2025-10-31  42.178075   19.676747   66.185006
34 2025-11-30  42.230665   20.020343   65.770347
Forecast for Africa and Product 650:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.065537   19.018890   52.647749
31 2025-08-31  35.978470   19.430202   53.072513
32 2025-09-30  35.894211   19.915298   51.500401
33 2025-10-31  35.807144   20.252380   52.055396
34 2025-11-30  35.722886   18.069984   52.320115
13:56:08 - cmdstanpy - INFO - Chain [1] start processing
13:56:08 - cmdstanpy - INFO - Chain [1] done processing
13:56:08 - cmdstanpy - INFO - Chain [1] start processing
13:56:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 651:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.101147   10.820884   50.231261
31 2025-08-31  29.789541    9.754773   47.954803
32 2025-09-30  29.487986   10.744407   48.897709
33 2025-10-31  29.176379   11.499850   47.868957
34 2025-11-30  28.874824    9.228398   48.020167
Forecast for Africa and Product 652:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.707712   22.376932   58.718955
31 2025-08-31  40.485579   21.130721   59.037289
32 2025-09-30  40.270610   20.898880   59.042058
33 2025-10-31  40.048477   21.789622   58.786941
34 2025-11-30  39.833509   20.794979   57.729369
13:56:09 - cmdstanpy - INFO - Chain [1] start processing
13:56:09 - cmdstanpy - INFO - Chain [1] done processing
13:56:09 - cmdstanpy - INFO - Chain [1] start processing
13:56:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 653:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.041346   41.833450   73.912752
31 2025-08-31  58.952167   43.699925   74.789502
32 2025-09-30  59.833607   43.392170   75.027862
33 2025-10-31  60.744428   46.142624   75.716218
34 2025-11-30  61.625868   46.599068   78.876063
Forecast for Africa and Product 654:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.005956   13.383241   41.146912
31 2025-08-31  26.442462   12.159501   39.700650
32 2025-09-30  25.897145   12.884486   38.496502
33 2025-10-31  25.333651   11.353343   38.208913
34 2025-11-30  24.788335   12.401020   38.513621
13:56:09 - cmdstanpy - INFO - Chain [1] start processing
13:56:09 - cmdstanpy - INFO - Chain [1] done processing
13:56:09 - cmdstanpy - INFO - Chain [1] start processing
13:56:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 655:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.720980   18.723104   57.033856
31 2025-08-31  37.412253   18.124973   56.770095
32 2025-09-30  37.113485   17.310771   56.626973
33 2025-10-31  36.804758   17.250001   55.482897
34 2025-11-30  36.505990   18.320740   55.320538
Forecast for Africa and Product 656:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.217829   12.125350   53.357140
31 2025-08-31  31.745191    9.444709   54.016165
32 2025-09-30  31.287800    9.816022   53.331300
33 2025-10-31  30.815162    8.453030   53.806246
34 2025-11-30  30.357770    7.701415   51.251289
13:56:09 - cmdstanpy - INFO - Chain [1] start processing
13:56:09 - cmdstanpy - INFO - Chain [1] done processing
13:56:09 - cmdstanpy - INFO - Chain [1] start processing
13:56:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 657:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.836293   11.975229   47.193371
31 2025-08-31  29.367203   11.907481   47.122737
32 2025-09-30  28.913245   12.184199   46.701618
33 2025-10-31  28.444155   12.037667   45.509061
34 2025-11-30  27.990197   10.825632   44.694530
Forecast for Africa and Product 658:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.745009   23.587554   54.769684
31 2025-08-31  39.911414   23.808447   56.448153
32 2025-09-30  40.072451   24.928920   54.820818
33 2025-10-31  40.238856   24.371261   54.879202
34 2025-11-30  40.399893   25.004244   57.530177
13:56:10 - cmdstanpy - INFO - Chain [1] start processing
13:56:10 - cmdstanpy - INFO - Chain [1] done processing
13:56:10 - cmdstanpy - INFO - Chain [1] start processing
13:56:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 659:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.144578   15.581400   52.701206
31 2025-08-31  33.728380   13.489348   52.426813
32 2025-09-30  33.325607   15.129315   51.367727
33 2025-10-31  32.909408   14.349532   51.911300
34 2025-11-30  32.506635   13.141749   51.334998
Forecast for Africa and Product 660:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.290237   26.211958   53.478298
31 2025-08-31  39.317519   25.274280   54.397309
32 2025-09-30  39.343920   24.442808   52.696676
33 2025-10-31  39.371201   25.421855   53.517601
34 2025-11-30  39.397602   25.902204   53.236738
13:56:10 - cmdstanpy - INFO - Chain [1] start processing
13:56:10 - cmdstanpy - INFO - Chain [1] done processing
13:56:10 - cmdstanpy - INFO - Chain [1] start processing
13:56:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 661:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.587565   27.331095   65.509119
31 2025-08-31  46.767521   27.819968   65.274400
32 2025-09-30  46.941672   29.713341   66.427404
33 2025-10-31  47.121629   28.179680   66.668449
34 2025-11-30  47.295780   28.611611   66.666017
Forecast for Africa and Product 662:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.514703    9.813565   56.584254
31 2025-08-31  32.856547   10.628763   57.670994
32 2025-09-30  32.219623    9.494721   54.728678
33 2025-10-31  31.561467    7.491430   53.857707
34 2025-11-30  30.924542    7.375187   52.940019
13:56:10 - cmdstanpy - INFO - Chain [1] start processing
13:56:10 - cmdstanpy - INFO - Chain [1] done processing
13:56:10 - cmdstanpy - INFO - Chain [1] start processing
13:56:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 663:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.394074   19.012506   53.796072
31 2025-08-31  36.063499   17.853749   53.504571
32 2025-09-30  35.743587   18.782355   53.482470
33 2025-10-31  35.413012   17.358861   52.515039
34 2025-11-30  35.093101   17.400927   52.111614
Forecast for Africa and Product 664:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.466491   12.081675   54.593412
31 2025-08-31  33.030357   12.007012   52.642857
32 2025-09-30  32.608291   12.301648   52.104202
33 2025-10-31  32.172157   10.612486   54.030674
34 2025-11-30  31.750091    8.980644   51.769897
13:56:11 - cmdstanpy - INFO - Chain [1] start processing
13:56:11 - cmdstanpy - INFO - Chain [1] done processing
13:56:11 - cmdstanpy - INFO - Chain [1] start processing
13:56:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 665:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.909771    5.036098   44.659041
31 2025-08-31  24.084942    3.267954   43.305514
32 2025-09-30  23.286720    3.885156   44.224199
33 2025-10-31  22.461891    3.057069   41.880372
34 2025-11-30  21.663669    0.827321   42.321831
Forecast for Africa and Product 666:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.474822   12.459154   53.023424
31 2025-08-31  31.782653   12.046422   53.977339
32 2025-09-30  31.112811   11.523767   50.234753
33 2025-10-31  30.420642   10.811677   50.853340
34 2025-11-30  29.750801    9.715877   49.902766
13:56:11 - cmdstanpy - INFO - Chain [1] start processing
13:56:11 - cmdstanpy - INFO - Chain [1] done processing
13:56:11 - cmdstanpy - INFO - Chain [1] start processing
13:56:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 667:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.671571   19.766513   68.427740
31 2025-08-31  43.656029   19.074192   67.148336
32 2025-09-30  43.640989   18.962681   66.497098
33 2025-10-31  43.625448   19.040911   67.198143
34 2025-11-30  43.610407   19.508786   67.066092
Forecast for Africa and Product 668:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.966086   16.402136   44.662884
31 2025-08-31  29.526969   16.112906   42.962632
32 2025-09-30  29.102018   15.672427   42.466270
33 2025-10-31  28.662901   13.407208   42.693641
34 2025-11-30  28.237950   13.888893   42.659734
13:56:11 - cmdstanpy - INFO - Chain [1] start processing
13:56:11 - cmdstanpy - INFO - Chain [1] done processing
13:56:11 - cmdstanpy - INFO - Chain [1] start processing
13:56:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 669:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.298473   14.185574   52.830375
31 2025-08-31  34.195048   14.241774   53.277467
32 2025-09-30  34.094959   15.021685   54.300706
33 2025-10-31  33.991534   13.970548   53.901392
34 2025-11-30  33.891445   14.148373   52.376098
Forecast for Africa and Product 670:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.720401   35.231851   77.625636
31 2025-08-31  56.214585   37.304105   77.419239
32 2025-09-30  56.692827   35.152858   77.524670
33 2025-10-31  57.187011   36.964221   78.215755
34 2025-11-30  57.665253   36.081409   78.807952
13:56:12 - cmdstanpy - INFO - Chain [1] start processing
13:56:12 - cmdstanpy - INFO - Chain [1] done processing
13:56:12 - cmdstanpy - INFO - Chain [1] start processing
13:56:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 671:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.108105   19.256576   59.459595
31 2025-08-31  40.249079   19.710761   59.402988
32 2025-09-30  40.385505   20.881312   60.879945
33 2025-10-31  40.526479   18.933490   61.719634
34 2025-11-30  40.662905   21.889913   59.271489
Forecast for Africa and Product 672:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.938608    9.559884   52.520137
31 2025-08-31  30.378383    8.277962   52.765531
32 2025-09-30  29.836231    7.124398   51.916648
33 2025-10-31  29.276006    6.565513   51.001015
34 2025-11-30  28.733853    5.936697   49.655449
13:56:12 - cmdstanpy - INFO - Chain [1] start processing
13:56:12 - cmdstanpy - INFO - Chain [1] done processing
13:56:12 - cmdstanpy - INFO - Chain [1] start processing
13:56:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 673:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.085877   34.149977   64.088571
31 2025-08-31  49.351657   33.456227   63.440751
32 2025-09-30  49.608863   35.277866   64.907216
33 2025-10-31  49.874643   33.744685   65.415012
34 2025-11-30  50.131849   34.963195   66.740880
Forecast for Africa and Product 674:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.449532   30.065290   66.164135
31 2025-08-31  47.979527   28.802732   67.013847
32 2025-09-30  48.492427   29.028771   68.016808
33 2025-10-31  49.022422   28.881434   70.229716
34 2025-11-30  49.535321   30.403909   68.190307
13:56:12 - cmdstanpy - INFO - Chain [1] start processing
13:56:12 - cmdstanpy - INFO - Chain [1] done processing
13:56:13 - cmdstanpy - INFO - Chain [1] start processing
13:56:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 675:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.278492    8.055814   53.605817
31 2025-08-31  29.692738    5.609074   53.054790
32 2025-09-30  29.125879    5.146124   53.016304
33 2025-10-31  28.540125    4.278596   52.605226
34 2025-11-30  27.973267    5.421201   50.876662
Forecast for Africa and Product 676:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.784977    6.955029   43.528609
31 2025-08-31  24.053668    5.370728   42.775050
32 2025-09-30  23.345949    6.115327   41.954652
33 2025-10-31  22.614640    3.651886   40.348554
34 2025-11-30  21.906921    4.359654   40.595873
13:56:13 - cmdstanpy - INFO - Chain [1] start processing
13:56:13 - cmdstanpy - INFO - Chain [1] done processing
13:56:13 - cmdstanpy - INFO - Chain [1] start processing
13:56:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 677:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.080986   19.757731   52.899431
31 2025-08-31  35.882604   21.183577   51.917449
32 2025-09-30  35.690621   18.720016   52.555641
33 2025-10-31  35.492238   19.805397   52.262217
34 2025-11-30  35.300255   19.188538   51.520794
Forecast for Africa and Product 678:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.331597    4.655790   42.417573
31 2025-08-31  23.496707    3.411480   42.173797
32 2025-09-30  22.688749    2.881915   41.872695
33 2025-10-31  21.853860    2.759643   39.573283
34 2025-11-30  21.045902    2.009623   41.034918
13:56:13 - cmdstanpy - INFO - Chain [1] start processing
13:56:13 - cmdstanpy - INFO - Chain [1] done processing
13:56:13 - cmdstanpy - INFO - Chain [1] start processing
13:56:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 679:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.055493   15.447075   59.790798
31 2025-08-31  37.893206   16.136353   58.946039
32 2025-09-30  37.736154   16.762671   60.100766
33 2025-10-31  37.573867   16.157789   59.492922
34 2025-11-30  37.416815   15.156747   59.517909
Forecast for Africa and Product 680:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.323866   27.491041   55.043237
31 2025-08-31  41.439236   28.323227   55.161658
32 2025-09-30  41.550885   27.221447   54.506324
33 2025-10-31  41.666256   28.141621   55.672948
34 2025-11-30  41.777905   29.117615   55.973603
13:56:13 - cmdstanpy - INFO - Chain [1] start processing
13:56:14 - cmdstanpy - INFO - Chain [1] done processing
13:56:14 - cmdstanpy - INFO - Chain [1] start processing
13:56:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 681:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.129355   19.143168   60.259396
31 2025-08-31  40.077835   19.835752   60.695598
32 2025-09-30  40.027977   18.852819   60.897616
33 2025-10-31  39.976457   19.704460   60.599519
34 2025-11-30  39.926599   19.405737   60.683385
Forecast for Africa and Product 682:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.069763   12.774508   49.250604
31 2025-08-31  30.712499   13.204114   47.493042
32 2025-09-30  30.366760   13.130494   46.558003
33 2025-10-31  30.009496   12.603202   46.290877
34 2025-11-30  29.663757   12.713139   47.473727
13:56:14 - cmdstanpy - INFO - Chain [1] start processing
13:56:14 - cmdstanpy - INFO - Chain [1] done processing
13:56:14 - cmdstanpy - INFO - Chain [1] start processing
13:56:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 683:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.762655   22.301069   70.041166
31 2025-08-31  46.054847   22.950282   71.140026
32 2025-09-30  46.337613   21.197756   70.979440
33 2025-10-31  46.629805   20.110504   69.928236
34 2025-11-30  46.912572   22.026095   72.071517
Forecast for Africa and Product 684:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.099836   25.955900   63.102410
31 2025-08-31  45.158388   27.272670   63.371743
32 2025-09-30  45.215051   26.141968   63.682608
33 2025-10-31  45.273602   27.363182   61.422790
34 2025-11-30  45.330265   27.448400   62.976586
13:56:14 - cmdstanpy - INFO - Chain [1] start processing
13:56:14 - cmdstanpy - INFO - Chain [1] done processing
13:56:14 - cmdstanpy - INFO - Chain [1] start processing
13:56:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 685:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.730580   26.603004   77.788590
31 2025-08-31  51.302295   27.405901   75.523063
32 2025-09-30  51.855568   25.274885   80.212783
33 2025-10-31  52.427284   26.813978   76.329005
34 2025-11-30  52.980556   24.481241   77.779878
Forecast for Africa and Product 686:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.350982   38.475833   73.468072
31 2025-08-31  55.959407   38.389581   73.062504
32 2025-09-30  56.548206   40.004707   74.920997
33 2025-10-31  57.156631   39.597500   76.028154
34 2025-11-30  57.745429   40.570936   75.933288
13:56:15 - cmdstanpy - INFO - Chain [1] start processing
13:56:15 - cmdstanpy - INFO - Chain [1] done processing
13:56:15 - cmdstanpy - INFO - Chain [1] start processing
13:56:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 687:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.972456   21.708004   58.527304
31 2025-08-31  39.980542   21.616399   59.072024
32 2025-09-30  39.988367   21.416214   56.487652
33 2025-10-31  39.996452   22.515131   57.661900
34 2025-11-30  40.004277   23.842754   58.837558
Forecast for Africa and Product 688:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.067718   19.507479   61.704308
31 2025-08-31  40.213606   20.866028   60.365269
32 2025-09-30  40.354789   21.176204   60.680564
33 2025-10-31  40.500677   18.727442   60.363124
34 2025-11-30  40.641860   18.599653   60.866682
13:56:15 - cmdstanpy - INFO - Chain [1] start processing
13:56:15 - cmdstanpy - INFO - Chain [1] done processing
13:56:15 - cmdstanpy - INFO - Chain [1] start processing
13:56:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 689:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.605972   33.893520   68.298677
31 2025-08-31  51.057309   33.342854   67.783133
32 2025-09-30  51.494087   33.109703   68.688052
33 2025-10-31  51.945425   34.069422   69.089481
34 2025-11-30  52.382203   34.646332   69.730905
Forecast for Africa and Product 690:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.367064   16.922642   50.573724
31 2025-08-31  31.933060   14.461252   49.564689
32 2025-09-30  31.513056   14.389452   48.101122
33 2025-10-31  31.079052   14.680681   48.301493
34 2025-11-30  30.659048   14.129434   46.922477
13:56:15 - cmdstanpy - INFO - Chain [1] start processing
13:56:15 - cmdstanpy - INFO - Chain [1] done processing
13:56:15 - cmdstanpy - INFO - Chain [1] start processing
13:56:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 691:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.767316   16.409280   63.335775
31 2025-08-31  39.894135   15.264824   62.813194
32 2025-09-30  40.016863   13.602325   62.778339
33 2025-10-31  40.143682   16.324147   65.102037
34 2025-11-30  40.266410   17.402057   63.315180
Forecast for Africa and Product 692:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.171605    2.202701   42.823923
31 2025-08-31  20.132394   -1.407246   40.724074
32 2025-09-30  19.126706   -0.110634   38.024586
33 2025-10-31  18.087495   -2.153594   36.693822
34 2025-11-30  17.081806   -4.192715   35.545694
13:56:16 - cmdstanpy - INFO - Chain [1] start processing
13:56:16 - cmdstanpy - INFO - Chain [1] done processing
13:56:16 - cmdstanpy - INFO - Chain [1] start processing
13:56:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 693:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.296522   25.082735   58.834847
31 2025-08-31  42.029271   24.944589   57.532723
32 2025-09-30  41.770641   25.347816   58.966896
33 2025-10-31  41.503390   23.734677   58.247211
34 2025-11-30  41.244759   25.964569   57.603444
Forecast for Africa and Product 694:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.522054   31.116346   77.255259
31 2025-08-31  53.919492   32.748630   75.660750
32 2025-09-30  54.304109   31.067878   77.464189
33 2025-10-31  54.701546   33.811373   75.638765
34 2025-11-30  55.086163   32.674739   77.219635
13:56:16 - cmdstanpy - INFO - Chain [1] start processing
13:56:16 - cmdstanpy - INFO - Chain [1] done processing
13:56:16 - cmdstanpy - INFO - Chain [1] start processing
13:56:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 695:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.940466   44.623520   80.915033
31 2025-08-31  64.239933   45.463608   82.033027
32 2025-09-30  65.497481   46.744729   83.899947
33 2025-10-31  66.796948   49.410342   85.492949
34 2025-11-30  68.054496   49.906394   86.099132
Forecast for Africa and Product 696:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.526941   32.994305   69.338350
31 2025-08-31  51.762771   31.808621   71.676026
32 2025-09-30  51.990994   34.291878   72.827720
33 2025-10-31  52.226824   35.350882   71.932945
34 2025-11-30  52.455046   33.697791   73.237909
13:56:16 - cmdstanpy - INFO - Chain [1] start processing
13:56:16 - cmdstanpy - INFO - Chain [1] done processing
13:56:17 - cmdstanpy - INFO - Chain [1] start processing
13:56:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 697:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.209781   23.300484   60.025657
31 2025-08-31  41.444229   24.220139   59.569619
32 2025-09-30  41.671115   22.772211   59.371567
33 2025-10-31  41.905563   25.526156   59.657988
34 2025-11-30  42.132449   24.387159   58.618896
Forecast for Africa and Product 698:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.850895   34.420615   73.901700
31 2025-08-31  55.591196   35.751708   76.971630
32 2025-09-30  56.307617   37.940863   77.178109
33 2025-10-31  57.047918   34.831470   77.686744
34 2025-11-30  57.764338   38.461796   76.523082
13:56:17 - cmdstanpy - INFO - Chain [1] start processing
13:56:17 - cmdstanpy - INFO - Chain [1] done processing
13:56:17 - cmdstanpy - INFO - Chain [1] start processing
13:56:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 699:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.678138   27.208776   73.074223
31 2025-08-31  51.070504   27.798123   72.190535
32 2025-09-30  51.450213   27.416497   74.299867
33 2025-10-31  51.842579   29.264032   76.336181
34 2025-11-30  52.222288   27.449398   74.182338
Forecast for Africa and Product 700:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.131582   14.014970   49.846950
31 2025-08-31  32.600262   15.123627   50.472642
32 2025-09-30  32.086081   13.698495   50.813206
33 2025-10-31  31.554761   13.836610   50.123983
34 2025-11-30  31.040581   12.509425   48.803816
13:56:17 - cmdstanpy - INFO - Chain [1] start processing
13:56:17 - cmdstanpy - INFO - Chain [1] done processing
13:56:17 - cmdstanpy - INFO - Chain [1] start processing
13:56:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 701:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.877402   23.752043   64.352846
31 2025-08-31  44.074873   23.723672   65.063443
32 2025-09-30  44.265974   23.812195   65.129786
33 2025-10-31  44.463445   23.955509   63.670991
34 2025-11-30  44.654547   25.227941   64.335788
Forecast for Africa and Product 702:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.941886    2.134200   49.365414
31 2025-08-31  24.977440    0.892716   48.876471
32 2025-09-30  24.044105    0.453819   48.713316
33 2025-10-31  23.079659   -0.490157   47.641045
34 2025-11-30  22.146325   -1.460229   45.553240
13:56:17 - cmdstanpy - INFO - Chain [1] start processing
13:56:17 - cmdstanpy - INFO - Chain [1] done processing
13:56:18 - cmdstanpy - INFO - Chain [1] start processing
13:56:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 703:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.138479   32.611009   66.805604
31 2025-08-31  50.402402   31.872100   68.411956
32 2025-09-30  50.657812   31.862286   68.191085
33 2025-10-31  50.921735   31.812070   67.415253
34 2025-11-30  51.177145   32.331232   69.906077
Forecast for Africa and Product 704:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.481227   34.454995   79.118926
31 2025-08-31  57.276041   36.708398   79.365243
32 2025-09-30  58.045216   35.992891   79.506270
33 2025-10-31  58.840030   36.842791   79.855046
34 2025-11-30  59.609204   38.681967   82.524651
13:56:18 - cmdstanpy - INFO - Chain [1] start processing
13:56:18 - cmdstanpy - INFO - Chain [1] done processing
13:56:18 - cmdstanpy - INFO - Chain [1] start processing
13:56:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 705:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.086567   18.925426   57.383389
31 2025-08-31  37.893155   19.735498   57.626947
32 2025-09-30  37.705983   18.415772   56.965159
33 2025-10-31  37.512572   18.443633   56.146949
34 2025-11-30  37.325400   18.929850   56.150948
Forecast for Africa and Product 706:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.322322   23.527081   55.009566
31 2025-08-31  39.451661   22.925671   55.651158
32 2025-09-30  39.576828   22.358740   54.783688
33 2025-10-31  39.706167   23.295623   54.612380
34 2025-11-30  39.831333   23.981692   54.151010
13:56:18 - cmdstanpy - INFO - Chain [1] start processing
13:56:18 - cmdstanpy - INFO - Chain [1] done processing
13:56:18 - cmdstanpy - INFO - Chain [1] start processing
13:56:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 707:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.785501   17.654511   60.152598
31 2025-08-31  39.682146   18.119509   60.851729
32 2025-09-30  39.582125   19.614100   59.395942
33 2025-10-31  39.478770   19.520943   60.515884
34 2025-11-30  39.378749   18.543489   59.101211
Forecast for Africa and Product 708:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.866832   33.864971   68.376866
31 2025-08-31  51.468910   34.769932   69.073287
32 2025-09-30  52.051566   36.490334   68.086922
33 2025-10-31  52.653644   36.864746   69.272656
34 2025-11-30  53.236300   36.832203   69.523152
13:56:18 - cmdstanpy - INFO - Chain [1] start processing
13:56:18 - cmdstanpy - INFO - Chain [1] done processing
13:56:19 - cmdstanpy - INFO - Chain [1] start processing
13:56:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 709:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.988958   13.611331   49.143044
31 2025-08-31  30.521277   12.668885   48.894431
32 2025-09-30  30.068682   11.664760   46.543480
33 2025-10-31  29.601001   11.171962   46.526818
34 2025-11-30  29.148406   11.445142   46.755264
Forecast for Africa and Product 710:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.760715   21.351663   64.539816
31 2025-08-31  43.393819   20.188065   65.201263
32 2025-09-30  43.038759   20.258908   66.583396
33 2025-10-31  42.671864   18.393601   66.394460
34 2025-11-30  42.316803   19.500694   65.112263
13:56:19 - cmdstanpy - INFO - Chain [1] start processing
13:56:19 - cmdstanpy - INFO - Chain [1] done processing
13:56:19 - cmdstanpy - INFO - Chain [1] start processing
13:56:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 711:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.552546   19.718803   49.979911
31 2025-08-31  35.503205   19.296998   50.089882
32 2025-09-30  35.455455   19.987629   51.201343
33 2025-10-31  35.406114   19.152796   50.302987
34 2025-11-30  35.358365   20.192113   51.586696
Forecast for Africa and Product 712:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.509967   26.281468   63.597048
31 2025-08-31  45.746389   27.102425   63.930201
32 2025-09-30  45.975184   27.187974   64.774662
33 2025-10-31  46.211607   26.505065   64.789569
34 2025-11-30  46.440402   27.247396   65.060076
13:56:19 - cmdstanpy - INFO - Chain [1] start processing
13:56:19 - cmdstanpy - INFO - Chain [1] done processing
13:56:19 - cmdstanpy - INFO - Chain [1] start processing
13:56:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 713:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.230746   18.460021   55.780574
31 2025-08-31  37.201968   17.695726   56.361689
32 2025-09-30  37.174119   18.841962   58.531155
33 2025-10-31  37.145341   18.017505   57.023685
34 2025-11-30  37.117492   18.015383   56.920599
Forecast for Africa and Product 714:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.141122   15.443854   56.060547
31 2025-08-31  34.612420   15.520727   53.812189
32 2025-09-30  34.100773   14.620943   54.385890
33 2025-10-31  33.572072   13.183042   52.917250
34 2025-11-30  33.060425   14.568620   52.337286
13:56:19 - cmdstanpy - INFO - Chain [1] start processing
13:56:20 - cmdstanpy - INFO - Chain [1] done processing
13:56:20 - cmdstanpy - INFO - Chain [1] start processing
13:56:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 715:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.888324   38.197008   69.378975
31 2025-08-31  53.502329   37.765201   69.181887
32 2025-09-30  54.096527   38.659644   69.534313
33 2025-10-31  54.710531   39.017546   71.286919
34 2025-11-30  55.304729   39.842316   70.662819
Forecast for Africa and Product 716:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.594914   21.189528   57.867629
31 2025-08-31  39.418066   22.061742   56.078816
32 2025-09-30  39.246923   22.425896   56.171875
33 2025-10-31  39.070075   20.357818   55.115925
34 2025-11-30  38.898932   22.637409   57.464097
13:56:20 - cmdstanpy - INFO - Chain [1] start processing
13:56:20 - cmdstanpy - INFO - Chain [1] done processing
13:56:20 - cmdstanpy - INFO - Chain [1] start processing
13:56:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 717:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.418584    7.830157   47.112872
31 2025-08-31  25.899368    5.498302   44.018611
32 2025-09-30  25.396901    6.165781   44.372649
33 2025-10-31  24.877685    5.709388   45.951574
34 2025-11-30  24.375217    4.982110   44.338788
Forecast for Africa and Product 718:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.429454   24.711360   60.552186
31 2025-08-31  41.755597   25.004602   60.688838
32 2025-09-30  42.071218   25.154419   58.640935
33 2025-10-31  42.397360   25.978407   59.709815
34 2025-11-30  42.712982   24.111293   60.559246
13:56:20 - cmdstanpy - INFO - Chain [1] start processing
13:56:20 - cmdstanpy - INFO - Chain [1] done processing
13:56:20 - cmdstanpy - INFO - Chain [1] start processing
13:56:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 719:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.168252   19.108712   66.122673
31 2025-08-31  43.126465   19.971647   67.541207
32 2025-09-30  43.086027   20.077793   66.465452
33 2025-10-31  43.044240   18.271094   66.068218
34 2025-11-30  43.003801   21.305309   66.132081
Forecast for Africa and Product 720:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.828496    5.023318   39.131850
31 2025-08-31  20.982864    4.791982   37.600693
32 2025-09-30  20.164511    3.839422   36.292208
33 2025-10-31  19.318880    3.468165   34.507225
34 2025-11-30  18.500527    2.916569   35.017351
13:56:21 - cmdstanpy - INFO - Chain [1] start processing
13:56:21 - cmdstanpy - INFO - Chain [1] done processing
13:56:21 - cmdstanpy - INFO - Chain [1] start processing
13:56:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 721:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.606875   27.160348   59.866324
31 2025-08-31  43.906038   27.481995   59.963461
32 2025-09-30  44.195550   26.912465   60.963190
33 2025-10-31  44.494713   28.672963   59.281721
34 2025-11-30  44.784226   28.154847   60.849642
Forecast for Africa and Product 722:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.744241   23.874493   57.006266
31 2025-08-31  40.886916   24.234973   57.204991
32 2025-09-30  41.024989   24.524935   58.117649
33 2025-10-31  41.167664   25.512796   57.069925
34 2025-11-30  41.305737   24.797376   58.415483
13:56:21 - cmdstanpy - INFO - Chain [1] start processing
13:56:21 - cmdstanpy - INFO - Chain [1] done processing
13:56:21 - cmdstanpy - INFO - Chain [1] start processing
13:56:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 723:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.931328   18.391999   57.949751
31 2025-08-31  39.072570   19.450520   59.005907
32 2025-09-30  39.209255   20.484285   59.076506
33 2025-10-31  39.350497   18.839616   59.172970
34 2025-11-30  39.487183   18.622655   60.125541
Forecast for Africa and Product 724:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.103130    3.541625   51.244821
31 2025-08-31  27.281368    4.481625   50.585936
32 2025-09-30  26.486115    2.518573   49.543706
33 2025-10-31  25.664353    3.871266   49.644031
34 2025-11-30  24.869100    2.058240   48.874112
13:56:21 - cmdstanpy - INFO - Chain [1] start processing
13:56:21 - cmdstanpy - INFO - Chain [1] done processing
13:56:21 - cmdstanpy - INFO - Chain [1] start processing
13:56:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 725:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.254994   24.269411   61.916313
31 2025-08-31  43.827971   25.570321   62.526046
32 2025-09-30  44.382465   26.725654   63.760006
33 2025-10-31  44.955441   26.749113   62.239762
34 2025-11-30  45.509935   27.180103   63.581582
Forecast for Africa and Product 726:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.748020   35.376320   66.090857
31 2025-08-31  51.172714   35.262515   66.168382
32 2025-09-30  51.583707   36.291945   67.131388
33 2025-10-31  52.008400   35.441355   67.001014
34 2025-11-30  52.419393   36.566764   68.711527
13:56:22 - cmdstanpy - INFO - Chain [1] start processing
13:56:22 - cmdstanpy - INFO - Chain [1] done processing
13:56:22 - cmdstanpy - INFO - Chain [1] start processing
13:56:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 727:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.078335    5.777500   32.300243
31 2025-08-31  18.287887    4.703214   31.631125
32 2025-09-30  17.522937    4.177431   30.805297
33 2025-10-31  16.732489    3.682104   29.640446
34 2025-11-30  15.967539    2.417402   28.070450
Forecast for Africa and Product 728:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.691880   12.042236   53.636031
31 2025-08-31  32.407554   11.623493   54.607763
32 2025-09-30  32.132401    9.937924   52.085484
33 2025-10-31  31.848075   11.140015   51.843896
34 2025-11-30  31.572922   10.126290   52.414320
13:56:22 - cmdstanpy - INFO - Chain [1] start processing
13:56:22 - cmdstanpy - INFO - Chain [1] done processing
13:56:22 - cmdstanpy - INFO - Chain [1] start processing
13:56:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 729:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.382555   22.689458   57.876016
31 2025-08-31  40.573185   22.393356   59.699134
32 2025-09-30  40.757665   22.997727   59.169696
33 2025-10-31  40.948294   23.526646   59.608986
34 2025-11-30  41.132775   22.780232   58.744884
Forecast for Africa and Product 730:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.491612   15.450144   60.156064
31 2025-08-31  37.189867   12.484549   59.055478
32 2025-09-30  36.897855   14.845569   58.936250
33 2025-10-31  36.596109   15.196997   60.228974
34 2025-11-30  36.304097   14.171871   61.179108
13:56:22 - cmdstanpy - INFO - Chain [1] start processing
13:56:23 - cmdstanpy - INFO - Chain [1] done processing
13:56:23 - cmdstanpy - INFO - Chain [1] start processing
13:56:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 731:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.903822    9.974669   49.816210
31 2025-08-31  29.346394    8.333750   50.091793
32 2025-09-30  28.806947    8.903314   49.323387
33 2025-10-31  28.249519    8.740660   50.703694
34 2025-11-30  27.710073    6.395009   48.397181
Forecast for Africa and Product 732:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.066601   23.574952   52.878081
31 2025-08-31  37.942707   22.849423   52.235644
32 2025-09-30  37.822810   21.956309   52.363950
33 2025-10-31  37.698916   22.690049   52.330892
34 2025-11-30  37.579019   23.062163   52.236061
13:56:23 - cmdstanpy - INFO - Chain [1] start processing
13:56:23 - cmdstanpy - INFO - Chain [1] done processing
13:56:23 - cmdstanpy - INFO - Chain [1] start processing
13:56:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 733:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.988004   11.995042   51.932323
31 2025-08-31  31.657844   10.612900   52.528319
32 2025-09-30  31.338334   10.570142   51.131771
33 2025-10-31  31.008174   11.572111   50.527593
34 2025-11-30  30.688664    8.762579   49.781800
Forecast for Africa and Product 734:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.055863    8.486976   46.630797
31 2025-08-31  27.501909    7.827598   46.810660
32 2025-09-30  26.965824    7.962689   46.612952
33 2025-10-31  26.411869    6.286448   45.949726
34 2025-11-30  25.875784    5.920214   46.658258
13:56:23 - cmdstanpy - INFO - Chain [1] start processing
13:56:23 - cmdstanpy - INFO - Chain [1] done processing
13:56:23 - cmdstanpy - INFO - Chain [1] start processing
13:56:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 735:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.678049   33.359560   79.233601
31 2025-08-31  57.631321   34.221853   81.404644
32 2025-09-30  58.553843   36.158234   82.043748
33 2025-10-31  59.507115   36.836345   83.641154
34 2025-11-30  60.429637   36.994411   83.284122
Forecast for Africa and Product 736:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.028382   24.976307   53.290314
31 2025-08-31  40.078711   25.909204   55.028081
32 2025-09-30  40.127417   24.984582   55.127156
33 2025-10-31  40.177746   25.617519   55.307515
34 2025-11-30  40.226452   25.754483   55.555325
13:56:23 - cmdstanpy - INFO - Chain [1] start processing
13:56:24 - cmdstanpy - INFO - Chain [1] done processing
13:56:24 - cmdstanpy - INFO - Chain [1] start processing
13:56:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 737:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.184726   29.501655   72.842103
31 2025-08-31  50.915209   32.544883   71.796344
32 2025-09-30  51.622128   31.010649   70.502560
33 2025-10-31  52.352611   33.415917   72.808838
34 2025-11-30  53.059530   33.092430   73.184914
Forecast for Africa and Product 738:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.161736   24.586030   58.833719
31 2025-08-31  42.165740   23.721587   59.145299
32 2025-09-30  42.169616   24.591054   60.876781
33 2025-10-31  42.173621   24.292175   59.568941
34 2025-11-30  42.177497   25.043963   59.371702
13:56:24 - cmdstanpy - INFO - Chain [1] start processing
13:56:24 - cmdstanpy - INFO - Chain [1] done processing
13:56:24 - cmdstanpy - INFO - Chain [1] start processing
13:56:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 739:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.058038   21.185431   63.529839
31 2025-08-31  44.122320   23.722873   66.597619
32 2025-09-30  44.184528   22.974062   65.437677
33 2025-10-31  44.248809   23.320304   64.861363
34 2025-11-30  44.311018   23.758715   66.597803
Forecast for Africa and Product 740:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.956875   19.099446   56.179190
31 2025-08-31  37.794974   18.632149   55.972211
32 2025-09-30  37.638296   19.281307   56.391695
33 2025-10-31  37.476394   19.140193   57.271448
34 2025-11-30  37.319716   19.930100   55.224298
13:56:24 - cmdstanpy - INFO - Chain [1] start processing
13:56:24 - cmdstanpy - INFO - Chain [1] done processing
13:56:24 - cmdstanpy - INFO - Chain [1] start processing
13:56:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 741:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.999375   12.966459   46.605726
31 2025-08-31  29.690863   12.620620   45.924382
32 2025-09-30  29.392303   12.750262   45.903179
33 2025-10-31  29.083791   11.241373   47.081254
34 2025-11-30  28.785231   12.854354   46.272059
Forecast for Africa and Product 742:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.261485   26.072734   61.134738
31 2025-08-31  44.461890   24.900190   62.210680
32 2025-09-30  44.655831   28.447366   62.470194
33 2025-10-31  44.856236   26.057698   63.291116
34 2025-11-30  45.050177   28.433947   62.675356
13:56:25 - cmdstanpy - INFO - Chain [1] start processing
13:56:25 - cmdstanpy - INFO - Chain [1] done processing
13:56:25 - cmdstanpy - INFO - Chain [1] start processing
13:56:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 743:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.985952   23.561434   57.877593
31 2025-08-31  39.921986   21.189069   58.734535
32 2025-09-30  39.860083   21.475584   57.862546
33 2025-10-31  39.796117   21.935519   58.749002
34 2025-11-30  39.734215   21.486620   56.670236
Forecast for Africa and Product 744:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.757201   12.636887   41.094850
31 2025-08-31  26.204945   12.482879   40.161882
32 2025-09-30  25.670504   12.284693   39.132255
33 2025-10-31  25.118249   12.290092   39.336489
34 2025-11-30  24.583808    9.707471   39.130961
13:56:25 - cmdstanpy - INFO - Chain [1] start processing
13:56:25 - cmdstanpy - INFO - Chain [1] done processing
13:56:25 - cmdstanpy - INFO - Chain [1] start processing
13:56:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 745:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.176888   15.679383   44.935402
31 2025-08-31  29.655204   14.308546   45.656937
32 2025-09-30  29.150348   13.926865   43.585695
33 2025-10-31  28.628664   13.722571   43.144161
34 2025-11-30  28.123808   13.875116   43.210022
Forecast for Africa and Product 746:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.074977   17.159336   50.895197
31 2025-08-31  32.743833   16.673481   50.034468
32 2025-09-30  32.423371   15.129674   50.241772
33 2025-10-31  32.092227   14.232064   49.613743
34 2025-11-30  31.771765   14.058815   48.752894
13:56:25 - cmdstanpy - INFO - Chain [1] start processing
13:56:25 - cmdstanpy - INFO - Chain [1] done processing
13:56:25 - cmdstanpy - INFO - Chain [1] start processing
13:56:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 747:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.647069   41.193250   72.231185
31 2025-08-31  57.846812   42.667244   73.670285
32 2025-09-30  59.007852   44.526776   76.056791
33 2025-10-31  60.207595   44.670948   75.237983
34 2025-11-30  61.368636   46.115966   77.756943
Forecast for Africa and Product 748:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.014710   22.123886   46.564116
31 2025-08-31  33.967288   21.728474   46.999532
32 2025-09-30  33.921396   20.785419   45.936170
33 2025-10-31  33.873974   21.792112   46.600950
34 2025-11-30  33.828082   21.652610   45.887967
13:56:26 - cmdstanpy - INFO - Chain [1] start processing
13:56:26 - cmdstanpy - INFO - Chain [1] done processing
13:56:26 - cmdstanpy - INFO - Chain [1] start processing
13:56:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 749:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.170895   33.214571   76.023966
31 2025-08-31  54.622972   33.546148   77.554473
32 2025-09-30  55.060466   32.039650   75.498042
33 2025-10-31  55.512543   32.699891   78.189433
34 2025-11-30  55.950038   34.627255   76.254681
Forecast for Africa and Product 750:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.767734   17.115139   69.209152
31 2025-08-31  42.649758   16.314728   67.276773
32 2025-09-30  42.535588   18.029855   67.720800
33 2025-10-31  42.417613   17.826132   68.345817
34 2025-11-30  42.303443   15.703154   69.254508
13:56:26 - cmdstanpy - INFO - Chain [1] start processing
13:56:26 - cmdstanpy - INFO - Chain [1] done processing
13:56:26 - cmdstanpy - INFO - Chain [1] start processing
13:56:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 751:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.980556   25.430575   63.333659
31 2025-08-31  43.367605   24.375767   60.790770
32 2025-09-30  43.742168   25.098106   61.765302
33 2025-10-31  44.129217   26.074990   62.088613
34 2025-11-30  44.503780   26.863448   63.841174
Forecast for Africa and Product 752:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.750776   13.010952   47.332903
31 2025-08-31  29.340308   13.379461   46.120756
32 2025-09-30  28.943080   12.349646   44.897552
33 2025-10-31  28.532612   11.623021   45.551802
34 2025-11-30  28.135384   12.276212   44.703986
13:56:26 - cmdstanpy - INFO - Chain [1] start processing
13:56:26 - cmdstanpy - INFO - Chain [1] done processing
13:56:26 - cmdstanpy - INFO - Chain [1] start processing
13:56:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 753:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.223467   24.939413   56.200723
31 2025-08-31  40.108890   24.663111   56.567358
32 2025-09-30  39.998010   23.842122   57.078389
33 2025-10-31  39.883433   24.213107   56.576767
34 2025-11-30  39.772553   22.281774   55.502135
Forecast for Africa and Product 754:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.546401   21.675626   48.388276
31 2025-08-31  35.463817   21.975498   50.173987
32 2025-09-30  35.383897   22.600373   48.820520
33 2025-10-31  35.301313   21.306928   50.155102
34 2025-11-30  35.221393   21.941537   48.510098
13:56:27 - cmdstanpy - INFO - Chain [1] start processing
13:56:27 - cmdstanpy - INFO - Chain [1] done processing
13:56:27 - cmdstanpy - INFO - Chain [1] start processing
13:56:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 755:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.490908    6.350446   51.046009
31 2025-08-31  28.097985    6.724467   48.690056
32 2025-09-30  27.717736    5.505125   48.919155
33 2025-10-31  27.324812    4.146243   48.818756
34 2025-11-30  26.944563    5.603581   47.986087
Forecast for Africa and Product 756:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.142845   13.989586   57.722512
31 2025-08-31  35.933943   13.305765   59.371756
32 2025-09-30  35.731781   12.399702   57.433559
33 2025-10-31  35.522879   11.756387   57.328283
34 2025-11-30  35.320716   13.341837   57.159828
13:56:27 - cmdstanpy - INFO - Chain [1] start processing
13:56:27 - cmdstanpy - INFO - Chain [1] done processing
13:56:27 - cmdstanpy - INFO - Chain [1] start processing
13:56:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 757:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.115717   17.329232   61.712799
31 2025-08-31  39.963648   18.311067   61.828518
32 2025-09-30  39.816485   17.220972   62.801348
33 2025-10-31  39.664416   18.221038   61.077605
34 2025-11-30  39.517253   16.820084   60.766857
Forecast for Africa and Product 758:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.341166   -0.869833   37.978787
31 2025-08-31  17.050018   -0.951160   35.964761
32 2025-09-30  15.800519   -3.731382   34.117118
33 2025-10-31  14.509371   -3.567228   33.476741
34 2025-11-30  13.259873   -5.784754   31.745408
13:56:27 - cmdstanpy - INFO - Chain [1] start processing
13:56:27 - cmdstanpy - INFO - Chain [1] done processing
13:56:28 - cmdstanpy - INFO - Chain [1] start processing
13:56:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 759:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.721530   18.420319   57.755320
31 2025-08-31  37.550673   17.578782   58.149949
32 2025-09-30  37.385328   18.379661   58.485610
33 2025-10-31  37.214471   17.663115   56.564468
34 2025-11-30  37.049126   16.505136   59.242715
Forecast for Africa and Product 760:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.037150   34.087998   75.746859
31 2025-08-31  55.458758   35.300909   77.235523
32 2025-09-30  55.866767   34.159309   75.399963
33 2025-10-31  56.288375   35.648159   76.476198
34 2025-11-30  56.696384   37.412728   77.480313
13:56:28 - cmdstanpy - INFO - Chain [1] start processing
13:56:28 - cmdstanpy - INFO - Chain [1] done processing
13:56:28 - cmdstanpy - INFO - Chain [1] start processing
13:56:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 761:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.472793   14.505295   51.410661
31 2025-08-31  32.046976   12.884633   50.195525
32 2025-09-30  31.634895   12.543186   49.745967
33 2025-10-31  31.209079   11.359616   51.829755
34 2025-11-30  30.796998   11.794850   48.791849
Forecast for Africa and Product 762:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.737743    5.477180   47.459331
31 2025-08-31  25.982817    5.373796   46.874578
32 2025-09-30  25.252244    3.205656   45.707840
33 2025-10-31  24.497319    4.119339   43.998351
34 2025-11-30  23.766746    2.592818   44.895300
13:56:28 - cmdstanpy - INFO - Chain [1] start processing
13:56:28 - cmdstanpy - INFO - Chain [1] done processing
13:56:28 - cmdstanpy - INFO - Chain [1] start processing
13:56:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 763:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.979066    6.370534   47.633449
31 2025-08-31  25.242373    5.114511   47.947295
32 2025-09-30  24.529445    1.525467   46.202037
33 2025-10-31  23.792753    2.586980   44.733604
34 2025-11-30  23.079825    1.164690   43.455154
Forecast for Africa and Product 764:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.377618   10.269679   48.928239
31 2025-08-31  30.183795   10.943846   49.343764
32 2025-09-30  29.996224   10.748118   48.716805
33 2025-10-31  29.802401   10.643870   48.006067
34 2025-11-30  29.614830   10.730558   47.606756
13:56:28 - cmdstanpy - INFO - Chain [1] start processing
13:56:28 - cmdstanpy - INFO - Chain [1] done processing
13:56:29 - cmdstanpy - INFO - Chain [1] start processing
13:56:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 765:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.881051   12.602587   48.197345
31 2025-08-31  30.429614   14.575995   47.684161
32 2025-09-30  29.992739   12.581789   48.045605
33 2025-10-31  29.541302   13.112000   47.738022
34 2025-11-30  29.104427   11.368903   46.582955
Forecast for Africa and Product 766:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.936465   17.727774   60.493749
31 2025-08-31  39.715534   17.624611   59.758247
32 2025-09-30  39.501729   19.898774   59.939578
33 2025-10-31  39.280798   19.446719   60.824816
34 2025-11-30  39.066994   18.515347   60.118367
13:56:29 - cmdstanpy - INFO - Chain [1] start processing
13:56:29 - cmdstanpy - INFO - Chain [1] done processing
13:56:29 - cmdstanpy - INFO - Chain [1] start processing
13:56:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 767:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.417970   11.147130   44.735089
31 2025-08-31  26.944320    9.928800   44.353687
32 2025-09-30  26.485948    9.024771   44.097321
33 2025-10-31  26.012298    8.535105   42.823420
34 2025-11-30  25.553927    8.623582   41.733661
13:56:29 - cmdstanpy - INFO - Chain [1] start processing
13:56:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 768:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.384849   14.274008   43.449097
31 2025-08-31  28.835529   15.125160   41.811628
32 2025-09-30  28.303929   13.618788   41.892734
33 2025-10-31  27.754609   12.256319   41.373548
34 2025-11-30  27.223009   12.973361   42.802570
Forecast for Africa and Product 769:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.865510   11.880221   45.073555
31 2025-08-31  27.109223   10.590814   43.822230
32 2025-09-30  26.377333    9.803741   41.462199
33 2025-10-31  25.621046   10.410118   43.384406
34 2025-11-30  24.889156    9.684871   40.536859
13:56:29 - cmdstanpy - INFO - Chain [1] start processing
13:56:29 - cmdstanpy - INFO - Chain [1] done processing
13:56:30 - cmdstanpy - INFO - Chain [1] start processing
13:56:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 770:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  48.537732   25.370064   71.690414
30 2025-08-31  48.948619   25.919700   72.353925
31 2025-09-30  49.346252   26.307608   75.290999
32 2025-10-31  49.757139   26.136225   74.685025
33 2025-11-30  50.154772   27.324920   72.714063
Forecast for Africa and Product 771:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.772973   30.303579   67.955475
31 2025-08-31  49.365187   31.353311   68.084934
32 2025-09-30  49.938297   31.006784   69.992847
33 2025-10-31  50.530511   31.161287   68.486091
34 2025-11-30  51.103622   31.498464   68.285441
13:56:30 - cmdstanpy - INFO - Chain [1] start processing
13:56:30 - cmdstanpy - INFO - Chain [1] done processing
13:56:30 - cmdstanpy - INFO - Chain [1] start processing
13:56:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 772:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.272884    8.148645   50.505259
31 2025-08-31  28.784292    7.658267   50.284855
32 2025-09-30  28.311462    7.310578   47.515719
33 2025-10-31  27.822871    5.924018   48.540215
34 2025-11-30  27.350040    5.719927   48.237766
Forecast for Africa and Product 773:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.135932   20.036702   68.938893
31 2025-08-31  44.854527   19.519774   67.141729
32 2025-09-30  44.582200   20.822140   68.740357
33 2025-10-31  44.300795   22.131217   67.423778
34 2025-11-30  44.028468   20.512825   66.254151
13:56:30 - cmdstanpy - INFO - Chain [1] start processing
13:56:30 - cmdstanpy - INFO - Chain [1] done processing
13:56:30 - cmdstanpy - INFO - Chain [1] start processing
13:56:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 774:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.539817   29.073827   56.897851
31 2025-08-31  43.766911   30.727521   57.090033
32 2025-09-30  43.986680   30.241920   57.346025
33 2025-10-31  44.213775   31.795846   58.274611
34 2025-11-30  44.433544   31.192205   57.841933
Forecast for Africa and Product 775:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.918768   27.891662   62.764994
31 2025-08-31  46.184873   30.129342   64.061409
32 2025-09-30  46.442393   28.703716   63.899178
33 2025-10-31  46.708498   29.272969   64.154087
34 2025-11-30  46.966019   29.587592   64.597200
13:56:30 - cmdstanpy - INFO - Chain [1] start processing
13:56:30 - cmdstanpy - INFO - Chain [1] done processing
13:56:31 - cmdstanpy - INFO - Chain [1] start processing
13:56:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 776:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.528629   22.900396   62.803214
31 2025-08-31  43.811166   24.428426   63.321294
32 2025-09-30  44.084588   25.597053   62.771478
33 2025-10-31  44.367125   25.222753   64.313715
34 2025-11-30  44.640548   24.928846   64.325272
Forecast for Africa and Product 777:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.511352   20.532386   63.902331
31 2025-08-31  42.674006   20.574548   65.163268
32 2025-09-30  42.831414   22.650862   64.162708
33 2025-10-31  42.994068   21.528137   65.091557
34 2025-11-30  43.151475   21.490255   64.373453
13:56:31 - cmdstanpy - INFO - Chain [1] start processing
13:56:31 - cmdstanpy - INFO - Chain [1] done processing
13:56:31 - cmdstanpy - INFO - Chain [1] start processing
13:56:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 778:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.880801   15.187272   54.239559
31 2025-08-31  34.612596   16.305200   53.189626
32 2025-09-30  34.353042   15.702356   52.874572
33 2025-10-31  34.084836   16.743679   52.136329
34 2025-11-30  33.825283   14.971675   51.852682
Forecast for Africa and Product 779:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.198875   16.897051   63.869665
31 2025-08-31  38.094574   15.251543   62.847544
32 2025-09-30  37.993637   15.134452   61.020147
33 2025-10-31  37.889336   15.559737   62.701893
34 2025-11-30  37.788399   14.997987   60.223374
13:56:31 - cmdstanpy - INFO - Chain [1] start processing
13:56:31 - cmdstanpy - INFO - Chain [1] done processing
13:56:31 - cmdstanpy - INFO - Chain [1] start processing
13:56:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 780:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.379475    3.866169   50.512845
31 2025-08-31  26.665180    3.313180   47.852500
32 2025-09-30  25.973926    4.423314   48.907732
33 2025-10-31  25.259631    2.124887   47.638635
34 2025-11-30  24.568378    1.515937   47.604187
Forecast for Africa and Product 781:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.197474   34.508174   74.406303
31 2025-08-31  55.113905   37.142584   74.864999
32 2025-09-30  56.000774   34.980540   74.669341
33 2025-10-31  56.917206   38.233812   75.411226
34 2025-11-30  57.804075   37.615456   76.393394
13:56:32 - cmdstanpy - INFO - Chain [1] start processing
13:56:32 - cmdstanpy - INFO - Chain [1] done processing
13:56:32 - cmdstanpy - INFO - Chain [1] start processing
13:56:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 782:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.849798   31.549748   70.487532
31 2025-08-31  51.253710   32.087736   69.901228
32 2025-09-30  51.644593   31.761752   71.437569
33 2025-10-31  52.048505   32.597929   72.991379
34 2025-11-30  52.439387   32.290616   71.808915
Forecast for Africa and Product 783:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.013131   33.662618   67.208205
31 2025-08-31  50.557904   34.200982   67.376123
32 2025-09-30  51.085103   35.091251   68.773326
33 2025-10-31  51.629876   35.859656   67.358524
34 2025-11-30  52.157075   34.629435   68.905564
13:56:32 - cmdstanpy - INFO - Chain [1] start processing
13:56:32 - cmdstanpy - INFO - Chain [1] done processing
13:56:32 - cmdstanpy - INFO - Chain [1] start processing
13:56:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 784:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.078525   -2.439358   36.317206
31 2025-08-31  15.866464   -6.101779   34.830224
32 2025-09-30  14.693502   -5.498615   36.113867
33 2025-10-31  13.481441   -5.552168   33.944345
34 2025-11-30  12.308478   -7.389693   30.897627
Forecast for Africa and Product 785:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.557952   20.390876   59.920759
31 2025-08-31  39.374384   19.567865   60.329209
32 2025-09-30  39.196737   19.171310   61.010542
33 2025-10-31  39.013169   19.605411   58.847141
34 2025-11-30  38.835523   19.679141   59.990618
13:56:32 - cmdstanpy - INFO - Chain [1] start processing
13:56:32 - cmdstanpy - INFO - Chain [1] done processing
13:56:32 - cmdstanpy - INFO - Chain [1] start processing
13:56:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 786:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.743071   21.961084   73.754960
31 2025-08-31  46.841120   19.282981   71.647110
32 2025-09-30  46.936007   22.345826   70.218677
33 2025-10-31  47.034056   21.210561   73.151157
34 2025-11-30  47.128942   22.407701   72.652755
Forecast for Africa and Product 787:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.056802   17.896885   50.146375
31 2025-08-31  33.482304   17.224271   49.756489
32 2025-09-30  32.926337   17.525351   48.787097
33 2025-10-31  32.351839   15.354896   48.314845
34 2025-11-30  31.795873   16.337439   48.198807
13:56:33 - cmdstanpy - INFO - Chain [1] start processing
13:56:33 - cmdstanpy - INFO - Chain [1] done processing
13:56:33 - cmdstanpy - INFO - Chain [1] start processing
13:56:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 788:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.242299   19.919092   60.428000
31 2025-08-31  40.368231   20.022855   60.068750
32 2025-09-30  40.490100   19.960819   59.995606
33 2025-10-31  40.616032   19.121831   61.267318
34 2025-11-30  40.737902   18.688683   60.810570
Forecast for Africa and Product 789:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.350964   20.586920   62.415138
31 2025-08-31  41.312464   18.279606   62.107063
32 2025-09-30  41.275207   18.417209   61.827564
33 2025-10-31  41.236707   18.980613   62.177213
34 2025-11-30  41.199449   19.484540   62.648842
13:56:33 - cmdstanpy - INFO - Chain [1] start processing
13:56:33 - cmdstanpy - INFO - Chain [1] done processing
13:56:33 - cmdstanpy - INFO - Chain [1] start processing
13:56:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 790:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.576110    3.518171   45.764531
31 2025-08-31  23.736965    2.702669   46.417724
32 2025-09-30  22.924890    1.376066   44.421458
33 2025-10-31  22.085745   -0.849680   42.237329
34 2025-11-30  21.273670    2.729894   43.256300
Forecast for Africa and Product 791:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.042160   46.997268   76.620485
31 2025-08-31  62.221241   48.740000   76.695934
32 2025-09-30  63.362288   48.988645   78.035257
33 2025-10-31  64.541370   50.589728   79.585023
34 2025-11-30  65.682417   51.630159   80.069185
13:56:33 - cmdstanpy - INFO - Chain [1] start processing
13:56:33 - cmdstanpy - INFO - Chain [1] done processing
13:56:33 - cmdstanpy - INFO - Chain [1] start processing
13:56:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 792:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.318749    6.003415   42.811432
31 2025-08-31  23.878729    6.129797   41.543142
32 2025-09-30  23.452903    5.392327   40.016768
33 2025-10-31  23.012883    5.310763   41.781121
34 2025-11-30  22.587057    4.961912   40.560934
Forecast for Africa and Product 793:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.180472   22.767086   66.747504
31 2025-08-31  44.315239   21.767582   64.664321
32 2025-09-30  44.445659   22.885571   65.407816
33 2025-10-31  44.580426   22.610713   65.732141
34 2025-11-30  44.710846   22.612659   65.074706
13:56:34 - cmdstanpy - INFO - Chain [1] start processing
13:56:34 - cmdstanpy - INFO - Chain [1] done processing
13:56:34 - cmdstanpy - INFO - Chain [1] start processing
13:56:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 794:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.237926   11.288300   64.258118
31 2025-08-31  37.055201    8.479446   65.023286
32 2025-09-30  36.878370   10.516969   62.013877
33 2025-10-31  36.695644   10.769258   64.880434
34 2025-11-30  36.518814   10.522592   64.491514
Forecast for Africa and Product 795:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.087086   32.779491   78.338935
31 2025-08-31  55.937752   32.799760   77.584475
32 2025-09-30  56.760977   35.137973   78.667132
33 2025-10-31  57.611643   35.804361   80.370110
34 2025-11-30  58.434868   35.398948   79.863582
13:56:34 - cmdstanpy - INFO - Chain [1] start processing
13:56:34 - cmdstanpy - INFO - Chain [1] done processing
13:56:34 - cmdstanpy - INFO - Chain [1] start processing
13:56:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 796:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.094144   16.383743   50.097678
31 2025-08-31  32.708620   14.774624   50.190912
32 2025-09-30  32.335532   15.237287   48.589535
33 2025-10-31  31.950007   15.842405   48.943494
34 2025-11-30  31.576919   15.099337   49.059577
Forecast for Africa and Product 797:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.426941   13.641982   63.161191
31 2025-08-31  37.314902   13.128555   62.845829
32 2025-09-30  37.206477   13.460928   60.789789
33 2025-10-31  37.094439   12.267206   62.003025
34 2025-11-30  36.986014   10.760190   59.969704
13:56:34 - cmdstanpy - INFO - Chain [1] start processing
13:56:34 - cmdstanpy - INFO - Chain [1] done processing
13:56:34 - cmdstanpy - INFO - Chain [1] start processing
13:56:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 798:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.893232    9.424994   47.795006
31 2025-08-31  28.454255   10.712798   48.872508
32 2025-09-30  28.029439    9.081791   44.640560
33 2025-10-31  27.590462    8.819653   45.745484
34 2025-11-30  27.165645    8.973354   44.418191
Forecast for Africa and Product 799:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.198542   29.133770   70.632019
31 2025-08-31  49.518332   27.016062   70.899754
32 2025-09-30  49.827806   26.903926   70.836564
33 2025-10-31  50.147596   29.082654   71.572262
34 2025-11-30  50.457070   29.379421   70.995243
13:56:35 - cmdstanpy - INFO - Chain [1] start processing
13:56:35 - cmdstanpy - INFO - Chain [1] done processing
13:56:35 - cmdstanpy - INFO - Chain [1] start processing
13:56:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 800:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.918453   33.986790   71.451884
31 2025-08-31  53.312639   35.562197   71.321099
32 2025-09-30  53.694110   35.823799   71.918066
33 2025-10-31  54.088296   34.878461   71.790234
34 2025-11-30  54.469767   36.782040   72.052135
Forecast for Africa and Product 801:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.830074   41.697115   76.444593
31 2025-08-31  59.589396   42.438547   76.842641
32 2025-09-30  60.324224   42.471547   77.535507
33 2025-10-31  61.083546   43.080584   77.487075
34 2025-11-30  61.818374   44.699427   78.888328
13:56:35 - cmdstanpy - INFO - Chain [1] start processing
13:56:35 - cmdstanpy - INFO - Chain [1] done processing
13:56:35 - cmdstanpy - INFO - Chain [1] start processing
13:56:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 802:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.250364   18.678023   50.299647
31 2025-08-31  33.767997   17.276309   49.596587
32 2025-09-30  33.301189   17.087412   49.413996
33 2025-10-31  32.818821   18.320779   49.140804
34 2025-11-30  32.352014   15.193342   48.256790
Forecast for Africa and Product 803:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.302384   16.327705   50.816943
31 2025-08-31  33.764236   16.291141   51.890384
32 2025-09-30  33.243448   14.416434   50.294836
33 2025-10-31  32.705300   13.760071   51.813946
34 2025-11-30  32.184512   13.317839   49.754256
13:56:35 - cmdstanpy - INFO - Chain [1] start processing
13:56:35 - cmdstanpy - INFO - Chain [1] done processing
13:56:36 - cmdstanpy - INFO - Chain [1] start processing
13:56:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 804:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.151385   12.002371   42.265656
31 2025-08-31  27.441021   12.335437   42.114331
32 2025-09-30  26.753572   12.217532   41.866039
33 2025-10-31  26.043207   11.536197   41.555734
34 2025-11-30  25.355758   10.603279   40.177934
Forecast for Africa and Product 805:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.529046   33.830080   86.026949
31 2025-08-31  60.163414   34.757814   84.903162
32 2025-09-30  60.777319   35.352255   88.544602
33 2025-10-31  61.411688   35.561162   87.163694
34 2025-11-30  62.025593   34.892281   88.024696
13:56:36 - cmdstanpy - INFO - Chain [1] start processing
13:56:36 - cmdstanpy - INFO - Chain [1] done processing
13:56:36 - cmdstanpy - INFO - Chain [1] start processing
13:56:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 806:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.990047   16.754030   57.518384
31 2025-08-31  36.864875   16.874069   57.712355
32 2025-09-30  36.743740   16.501865   57.226271
33 2025-10-31  36.618568   14.852156   56.303497
34 2025-11-30  36.497433   15.309625   56.738819
Forecast for Africa and Product 807:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.767366   24.787476   67.235347
31 2025-08-31  46.046895   22.052207   66.447809
32 2025-09-30  46.317407   23.006284   67.559912
33 2025-10-31  46.596936   25.188293   66.777972
34 2025-11-30  46.867448   24.883901   67.888025
13:56:36 - cmdstanpy - INFO - Chain [1] start processing
13:56:36 - cmdstanpy - INFO - Chain [1] done processing
13:56:36 - cmdstanpy - INFO - Chain [1] start processing
13:56:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 808:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.012336   26.948978   57.296025
31 2025-08-31  42.247779   26.414894   57.988241
32 2025-09-30  42.475628   26.208574   56.904892
33 2025-10-31  42.711072   27.164060   58.508950
34 2025-11-30  42.938920   27.424386   58.209369
Forecast for Africa and Product 809:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.396658   26.227622   61.133463
31 2025-08-31  44.724423   26.731943   62.499664
32 2025-09-30  45.041616   27.232331   63.437120
33 2025-10-31  45.369381   26.805302   63.194477
34 2025-11-30  45.686573   27.857342   62.806549
13:56:36 - cmdstanpy - INFO - Chain [1] start processing
13:56:36 - cmdstanpy - INFO - Chain [1] done processing
13:56:37 - cmdstanpy - INFO - Chain [1] start processing
13:56:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 810:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.968675   18.545268   55.883605
31 2025-08-31  36.641326   18.369832   53.982510
32 2025-09-30  36.324535   18.666307   54.234269
33 2025-10-31  35.997186   17.265245   53.042533
34 2025-11-30  35.680395   19.103724   52.818338
Forecast for Africa and Product 811:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.920021   29.159463   68.900209
31 2025-08-31  48.282516   29.006091   67.467469
32 2025-09-30  48.633317   29.702613   67.397842
33 2025-10-31  48.995812   28.953876   69.100176
34 2025-11-30  49.346614   30.786985   68.773477
13:56:37 - cmdstanpy - INFO - Chain [1] start processing
13:56:37 - cmdstanpy - INFO - Chain [1] done processing
13:56:37 - cmdstanpy - INFO - Chain [1] start processing
13:56:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 812:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.921467   30.682480   66.325098
31 2025-08-31  49.383477   32.680960   67.473008
32 2025-09-30  49.830583   30.513032   67.240649
33 2025-10-31  50.292593   33.190697   67.818841
34 2025-11-30  50.739700   33.042125   68.313810
Forecast for Africa and Product 813:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.458829    2.459072   44.436047
31 2025-08-31  22.697791    0.716792   44.552486
32 2025-09-30  21.961302    1.267080   43.099387
33 2025-10-31  21.200264   -0.128038   41.952720
34 2025-11-30  20.463775   -1.448937   41.256592
13:56:37 - cmdstanpy - INFO - Chain [1] start processing
13:56:37 - cmdstanpy - INFO - Chain [1] done processing
13:56:37 - cmdstanpy - INFO - Chain [1] start processing
13:56:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 814:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.763917   18.131032   52.034733
31 2025-08-31  34.412121   18.091960   50.667580
32 2025-09-30  34.071674   18.026918   49.991729
33 2025-10-31  33.719878   17.743332   50.514771
34 2025-11-30  33.379430   18.053661   49.846071
Forecast for Africa and Product 815:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.988915   14.040881   51.620988
31 2025-08-31  33.062957   16.518934   50.246104
32 2025-09-30  33.134610   14.021103   50.173011
33 2025-10-31  33.208652   18.216585   50.861009
34 2025-11-30  33.280305   15.511482   50.518893
13:56:38 - cmdstanpy - INFO - Chain [1] start processing
13:56:38 - cmdstanpy - INFO - Chain [1] done processing
13:56:38 - cmdstanpy - INFO - Chain [1] start processing
13:56:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 816:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.010129   24.825936   70.273111
31 2025-08-31  47.200440   23.160265   70.901431
32 2025-09-30  47.384613   25.201335   69.971085
33 2025-10-31  47.574924   24.186372   68.503054
34 2025-11-30  47.759097   26.201713   69.706580
Forecast for Africa and Product 817:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.583887   28.172037   68.651280
31 2025-08-31  48.794844   29.394303   70.373298
32 2025-09-30  48.998997   27.824989   69.289727
33 2025-10-31  49.209954   30.981457   68.057262
34 2025-11-30  49.414107   28.930337   71.026024
13:56:38 - cmdstanpy - INFO - Chain [1] start processing
13:56:38 - cmdstanpy - INFO - Chain [1] done processing
13:56:38 - cmdstanpy - INFO - Chain [1] start processing
13:56:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 818:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.278730   15.330166   48.099588
31 2025-08-31  30.920925   15.058944   45.818162
32 2025-09-30  30.574662   15.463447   45.746469
33 2025-10-31  30.216857   14.547055   46.184242
34 2025-11-30  29.870595   14.322084   45.381633
Forecast for Africa and Product 819:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.281881   18.126797   60.463984
31 2025-08-31  38.190169   15.379128   58.225217
32 2025-09-30  38.101415   17.279150   59.047363
33 2025-10-31  38.009703   18.014897   59.812237
34 2025-11-30  37.920949   17.228435   59.137078
13:56:38 - cmdstanpy - INFO - Chain [1] start processing
13:56:38 - cmdstanpy - INFO - Chain [1] done processing
13:56:38 - cmdstanpy - INFO - Chain [1] start processing
13:56:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 820:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.026541   13.398894   58.434071
31 2025-08-31  35.647318   13.610445   58.019449
32 2025-09-30  35.280329   11.198306   57.890173
33 2025-10-31  34.901107   11.246966   56.826389
34 2025-11-30  34.534118   11.818232   57.936389
Forecast for Africa and Product 821:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.929138   23.901503   69.090803
31 2025-08-31  46.105246   23.840438   66.636615
32 2025-09-30  46.275673   26.344893   67.631098
33 2025-10-31  46.451780   25.285551   67.493588
34 2025-11-30  46.622207   24.977393   69.106503
13:56:39 - cmdstanpy - INFO - Chain [1] start processing
13:56:39 - cmdstanpy - INFO - Chain [1] done processing
13:56:39 - cmdstanpy - INFO - Chain [1] start processing
13:56:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 822:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.757164   24.922908   58.314453
31 2025-08-31  41.745541   25.827255   58.203628
32 2025-09-30  41.734292   24.531255   58.233042
33 2025-10-31  41.722669   25.158191   58.513637
34 2025-11-30  41.711420   25.313067   56.824275
Forecast for Africa and Product 823:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.518034   23.591319   53.574691
31 2025-08-31  38.510527   24.235237   53.911083
32 2025-09-30  38.503262   23.221914   53.849005
33 2025-10-31  38.495755   23.761083   54.359449
34 2025-11-30  38.488490   24.585896   54.594161
13:56:39 - cmdstanpy - INFO - Chain [1] start processing
13:56:39 - cmdstanpy - INFO - Chain [1] done processing
13:56:39 - cmdstanpy - INFO - Chain [1] start processing
13:56:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 824:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.830811   -0.588902   34.267905
31 2025-08-31  14.583634   -2.049869   33.220785
32 2025-09-30  13.376688   -4.761176   32.496896
33 2025-10-31  12.129511   -4.764734   29.507060
34 2025-11-30  10.922565   -6.198912   29.021082
Forecast for Africa and Product 825:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.555193   13.411948   54.035455
31 2025-08-31  33.276461   13.784808   54.012187
32 2025-09-30  33.006720   13.415013   52.409173
33 2025-10-31  32.727988   12.396910   53.941023
34 2025-11-30  32.458247   11.772822   52.227167
13:56:39 - cmdstanpy - INFO - Chain [1] start processing
13:56:39 - cmdstanpy - INFO - Chain [1] done processing
13:56:40 - cmdstanpy - INFO - Chain [1] start processing
13:56:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 826:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.329460   11.302197   63.262221
31 2025-08-31  37.398614   11.942814   61.960339
32 2025-09-30  37.465537   10.827753   61.284726
33 2025-10-31  37.534691   13.917359   63.826717
34 2025-11-30  37.601614   13.141345   63.852442
Forecast for Africa and Product 827:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.709877   16.482470   57.050610
31 2025-08-31  35.468672   14.818949   55.501777
32 2025-09-30  35.235248   15.622733   54.797294
33 2025-10-31  34.994042   16.037437   54.121657
34 2025-11-30  34.760618   15.634861   54.254371
13:56:40 - cmdstanpy - INFO - Chain [1] start processing
13:56:40 - cmdstanpy - INFO - Chain [1] done processing
13:56:40 - cmdstanpy - INFO - Chain [1] start processing
13:56:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 828:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.363020    6.104234   55.619758
31 2025-08-31  31.776767    7.258331   56.113655
32 2025-09-30  31.209426    5.583884   55.364488
33 2025-10-31  30.623174    5.818118   57.629326
34 2025-11-30  30.055833    4.639307   56.854859
Forecast for Africa and Product 829:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.277490   11.815047   54.089505
31 2025-08-31  32.630722   13.455649   54.159166
32 2025-09-30  32.004817   12.530829   54.052820
33 2025-10-31  31.358048   12.867027   50.779085
34 2025-11-30  30.732143    9.911241   53.411442
13:56:40 - cmdstanpy - INFO - Chain [1] start processing
13:56:40 - cmdstanpy - INFO - Chain [1] done processing
13:56:40 - cmdstanpy - INFO - Chain [1] start processing
13:56:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 830:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.257547   30.714724   70.943192
31 2025-08-31  51.602845   32.357259   73.712847
32 2025-09-30  51.937004   32.428963   71.483860
33 2025-10-31  52.282302   33.884220   71.366588
34 2025-11-30  52.616461   33.737224   71.742813
Forecast for Africa and Product 831:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.644781   12.782598   44.828374
31 2025-08-31  29.238819   12.070710   45.634045
32 2025-09-30  28.845954   12.424902   45.654493
33 2025-10-31  28.439993   11.310573   44.867694
34 2025-11-30  28.047127   10.785168   45.036478
13:56:40 - cmdstanpy - INFO - Chain [1] start processing
13:56:40 - cmdstanpy - INFO - Chain [1] done processing
13:56:41 - cmdstanpy - INFO - Chain [1] start processing
13:56:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 832:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.431054   12.412235   51.074848
31 2025-08-31  32.177185   12.107318   50.074544
32 2025-09-30  31.931504   14.049925   51.586445
33 2025-10-31  31.677634   13.803788   50.657993
34 2025-11-30  31.431954   11.930528   51.107745
Forecast for Africa and Product 833:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.975773   33.063475   67.328196
31 2025-08-31  51.269012   33.188986   68.866515
32 2025-09-30  51.552791   33.747008   69.382076
33 2025-10-31  51.846030   34.144658   69.925515
34 2025-11-30  52.129809   33.423157   71.890801
13:56:41 - cmdstanpy - INFO - Chain [1] start processing
13:56:41 - cmdstanpy - INFO - Chain [1] done processing
13:56:41 - cmdstanpy - INFO - Chain [1] start processing
13:56:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 834:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.339408    0.744838   32.318931
31 2025-08-31  15.317443   -1.771048   33.141792
32 2025-09-30  14.328443   -2.133415   31.429938
33 2025-10-31  13.306478   -3.504501   29.682868
34 2025-11-30  12.317479   -4.792736   28.977848
Forecast for Africa and Product 835:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.004608   22.950547   54.098688
31 2025-08-31  38.160967   23.695362   53.542767
32 2025-09-30  38.312282   24.139279   53.499135
33 2025-10-31  38.468641   24.169540   53.662103
34 2025-11-30  38.619957   22.627125   52.866335
13:56:41 - cmdstanpy - INFO - Chain [1] start processing
13:56:41 - cmdstanpy - INFO - Chain [1] done processing
13:56:41 - cmdstanpy - INFO - Chain [1] start processing
13:56:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 836:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.160840    8.662869   41.422515
31 2025-08-31  24.726786    9.846022   40.691087
32 2025-09-30  24.306733    9.986656   39.901914
33 2025-10-31  23.872679    7.335995   39.325708
34 2025-11-30  23.452627    8.126457   40.031020
Forecast for Africa and Product 837:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.780442   38.037885   66.125586
31 2025-08-31  52.423354   39.669232   66.012730
32 2025-09-30  53.045527   39.751872   65.590119
33 2025-10-31  53.688440   40.357891   66.821056
34 2025-11-30  54.310613   41.180355   67.058390
13:56:41 - cmdstanpy - INFO - Chain [1] start processing
13:56:41 - cmdstanpy - INFO - Chain [1] done processing
13:56:42 - cmdstanpy - INFO - Chain [1] start processing
13:56:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 838:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.190725   17.412112   58.922770
31 2025-08-31  37.921873   16.324938   59.000974
32 2025-09-30  37.661694   16.700004   57.970817
33 2025-10-31  37.392842   16.099557   59.103537
34 2025-11-30  37.132662   16.539903   57.889269
Forecast for Africa and Product 839:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.070269   24.808794   63.683176
31 2025-08-31  44.265062   22.831617   66.024243
32 2025-09-30  44.453572   23.772346   64.922566
33 2025-10-31  44.648366   23.174252   65.426305
34 2025-11-30  44.836875   25.395561   64.852302
13:56:42 - cmdstanpy - INFO - Chain [1] start processing
13:56:42 - cmdstanpy - INFO - Chain [1] done processing
13:56:42 - cmdstanpy - INFO - Chain [1] start processing
13:56:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 840:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.144173   19.349219   56.892246
31 2025-08-31  39.326824   19.921287   58.508400
32 2025-09-30  39.503584   22.067824   57.554428
33 2025-10-31  39.686236   21.705259   55.772984
34 2025-11-30  39.862995   21.824469   57.625043
Forecast for Africa and Product 841:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.149336   32.753049   70.552183
31 2025-08-31  51.964036   30.910425   71.379025
32 2025-09-30  52.752456   33.887044   72.043377
33 2025-10-31  53.567156   34.754555   71.869859
34 2025-11-30  54.355576   35.772157   72.892816
13:56:42 - cmdstanpy - INFO - Chain [1] start processing
13:56:42 - cmdstanpy - INFO - Chain [1] done processing
13:56:42 - cmdstanpy - INFO - Chain [1] start processing
13:56:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 842:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.096739   18.191474   54.302060
31 2025-08-31  37.210812   19.348784   56.618924
32 2025-09-30  37.321206   19.639680   55.577172
33 2025-10-31  37.435279   20.358762   56.255538
34 2025-11-30  37.545673   20.302461   55.726582
Forecast for Africa and Product 843:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.891867   15.985223   58.621424
31 2025-08-31  36.674303   15.400347   57.643456
32 2025-09-30  36.463758   15.192919   58.068535
33 2025-10-31  36.246194   15.817994   56.847145
34 2025-11-30  36.035649   14.317940   56.302998
13:56:42 - cmdstanpy - INFO - Chain [1] start processing
13:56:43 - cmdstanpy - INFO - Chain [1] done processing
13:56:43 - cmdstanpy - INFO - Chain [1] start processing
13:56:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 844:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.550362    6.660082   38.074078
31 2025-08-31  20.881117    5.577495   34.972334
32 2025-09-30  20.233461    4.584016   35.238172
33 2025-10-31  19.564216    3.918699   35.406728
34 2025-11-30  18.916559    3.031320   34.375001
Forecast for Africa and Product 845:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.269433   16.731872   73.304371
31 2025-08-31  44.258122   19.177398   70.753023
32 2025-09-30  44.247176   17.053064   72.898025
33 2025-10-31  44.235865   17.000318   70.984451
34 2025-11-30  44.224918   18.327390   71.570604
13:56:43 - cmdstanpy - INFO - Chain [1] start processing
13:56:43 - cmdstanpy - INFO - Chain [1] done processing
13:56:43 - cmdstanpy - INFO - Chain [1] start processing
13:56:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 846:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.919291   13.017296   67.517042
31 2025-08-31  39.942626   13.981547   66.573152
32 2025-09-30  39.965208   12.299571   64.901710
33 2025-10-31  39.988543   14.109560   67.387003
34 2025-11-30  40.011125   14.256489   67.513543
Forecast for Africa and Product 847:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.257692   -0.057119   35.611766
31 2025-08-31  17.232396    1.680698   34.803091
32 2025-09-30  16.240174   -0.977760   33.115101
33 2025-10-31  15.214878   -1.040714   33.346455
34 2025-11-30  14.222656   -2.302282   31.337645
13:56:43 - cmdstanpy - INFO - Chain [1] start processing
13:56:43 - cmdstanpy - INFO - Chain [1] done processing
13:56:43 - cmdstanpy - INFO - Chain [1] start processing
13:56:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 848:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  19.99095    3.322372   36.768996
31 2025-08-31  19.08359    1.399626   37.707941
32 2025-09-30  18.20550    1.090208   34.743421
33 2025-10-31  17.29814   -0.611026   34.895766
34 2025-11-30  16.42005   -1.786526   34.575230
Forecast for Africa and Product 849:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.906624   31.415471   67.787757
31 2025-08-31  50.450507   32.060199   70.935294
32 2025-09-30  50.976847   33.180085   69.224555
33 2025-10-31  51.520730   31.588947   69.078369
34 2025-11-30  52.047069   33.488747   70.963325
13:56:44 - cmdstanpy - INFO - Chain [1] start processing
13:56:44 - cmdstanpy - INFO - Chain [1] done processing
13:56:44 - cmdstanpy - INFO - Chain [1] start processing
13:56:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 850:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.027398   34.811126   71.145806
31 2025-08-31  51.497361   33.553939   68.442389
32 2025-09-30  51.952164   33.441328   69.332979
33 2025-10-31  52.422128   35.019309   69.995400
34 2025-11-30  52.876931   36.899867   71.657712
Forecast for Africa and Product 851:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.207917   35.363958   80.202987
31 2025-08-31  57.959333   37.067359   78.686947
32 2025-09-30  58.686510   38.745789   80.667697
33 2025-10-31  59.437926   38.138566   80.908367
34 2025-11-30  60.165102   40.317391   81.391314
13:56:44 - cmdstanpy - INFO - Chain [1] start processing
13:56:44 - cmdstanpy - INFO - Chain [1] done processing
13:56:44 - cmdstanpy - INFO - Chain [1] start processing
13:56:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 852:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.530991   45.500229   78.666406
31 2025-08-31  62.315811   45.721264   80.202038
32 2025-09-30  63.075314   47.085210   80.058864
33 2025-10-31  63.860134   46.829761   80.228474
34 2025-11-30  64.619637   46.112259   81.457259
Forecast for Africa and Product 853:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.636330   15.032741   49.107233
31 2025-08-31  32.610566   15.872062   50.843125
32 2025-09-30  32.585632   14.922405   48.329031
33 2025-10-31  32.559868   15.502754   50.062229
34 2025-11-30  32.534934   16.154259   49.082988
13:56:44 - cmdstanpy - INFO - Chain [1] start processing
13:56:44 - cmdstanpy - INFO - Chain [1] done processing
13:56:44 - cmdstanpy - INFO - Chain [1] start processing
13:56:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 854:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.980842   22.070161   62.970271
31 2025-08-31  42.139423   20.033574   61.031177
32 2025-09-30  42.292888   21.461871   61.499156
33 2025-10-31  42.451469   22.707528   62.399529
34 2025-11-30  42.604934   23.996915   62.107948
Forecast for Africa and Product 855:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.442919   26.840731   52.707210
31 2025-08-31  39.248775   26.516973   52.778862
32 2025-09-30  39.060893   26.255542   51.692795
33 2025-10-31  38.866748   26.116116   50.773855
34 2025-11-30  38.678867   26.076740   51.129350
13:56:45 - cmdstanpy - INFO - Chain [1] start processing
13:56:45 - cmdstanpy - INFO - Chain [1] done processing
13:56:45 - cmdstanpy - INFO - Chain [1] start processing
13:56:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 856:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.227539   11.465252   51.998234
31 2025-08-31  31.012999   10.152487   52.996329
32 2025-09-30  30.805380    9.226772   51.957203
33 2025-10-31  30.590840   10.028889   50.414126
34 2025-11-30  30.383221    8.467907   50.708663
Forecast for Africa and Product 857:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.670706   13.506720   55.882181
31 2025-08-31  35.494854   14.235143   55.071772
32 2025-09-30  35.324674   14.764404   57.031661
33 2025-10-31  35.148822   14.597331   55.082326
34 2025-11-30  34.978643   13.836271   55.090540
13:56:45 - cmdstanpy - INFO - Chain [1] start processing
13:56:45 - cmdstanpy - INFO - Chain [1] done processing
13:56:45 - cmdstanpy - INFO - Chain [1] start processing
13:56:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 858:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.382432   14.839716   48.072670
31 2025-08-31  30.923203   14.187866   48.166209
32 2025-09-30  30.478787   13.223185   46.642953
33 2025-10-31  30.019558   11.938180   47.438251
34 2025-11-30  29.575143   12.235982   46.303360
Forecast for Africa and Product 859:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.283525   12.783453   42.138286
31 2025-08-31  26.713971   11.580803   42.364794
32 2025-09-30  26.162789   11.525954   41.551241
33 2025-10-31  25.593234   10.325645   41.010494
34 2025-11-30  25.042052   10.150933   39.736867
13:56:45 - cmdstanpy - INFO - Chain [1] start processing
13:56:45 - cmdstanpy - INFO - Chain [1] done processing
13:56:46 - cmdstanpy - INFO - Chain [1] start processing
13:56:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 860:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.065188   24.371451   54.720221
31 2025-08-31  40.312271   25.728224   56.095533
32 2025-09-30  40.551383   24.633393   56.883571
33 2025-10-31  40.798467   24.291297   56.976226
34 2025-11-30  41.037579   24.260106   55.686237
Forecast for Africa and Product 861:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.364464   38.328730   73.841208
31 2025-08-31  56.992470   41.237645   74.678296
32 2025-09-30  57.600218   40.298246   76.701851
33 2025-10-31  58.228223   40.941161   75.280387
34 2025-11-30  58.835971   41.851848   75.750135
13:56:46 - cmdstanpy - INFO - Chain [1] start processing
13:56:46 - cmdstanpy - INFO - Chain [1] done processing
13:56:46 - cmdstanpy - INFO - Chain [1] start processing
13:56:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 862:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.242069   23.894709   62.766293
31 2025-08-31  44.432729   25.106382   63.365426
32 2025-09-30  44.617238   23.869161   64.566044
33 2025-10-31  44.807898   23.712488   65.311371
34 2025-11-30  44.992408   24.550005   65.667476
Forecast for Africa and Product 863:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.943641   39.118512   77.562367
31 2025-08-31  58.695635   39.757769   75.470595
32 2025-09-30  59.423371   40.617046   78.742682
33 2025-10-31  60.175365   41.406274   78.609636
34 2025-11-30  60.903101   42.321165   79.170992
13:56:46 - cmdstanpy - INFO - Chain [1] start processing
13:56:46 - cmdstanpy - INFO - Chain [1] done processing
13:56:46 - cmdstanpy - INFO - Chain [1] start processing
13:56:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 864:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.081188   -2.663720   48.990400
31 2025-08-31  22.405494   -3.255944   48.803872
32 2025-09-30  21.751596   -4.581679   45.998407
33 2025-10-31  21.075902   -3.210926   47.567172
34 2025-11-30  20.422004   -3.512947   44.769932
Forecast for Africa and Product 865:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.318058   23.099868   62.032662
31 2025-08-31  44.585077   25.883699   63.819398
32 2025-09-30  44.843483   25.842192   63.086136
33 2025-10-31  45.110502   25.376446   64.471049
34 2025-11-30  45.368907   24.467893   65.571909
13:56:46 - cmdstanpy - INFO - Chain [1] start processing
13:56:47 - cmdstanpy - INFO - Chain [1] done processing
13:56:47 - cmdstanpy - INFO - Chain [1] start processing
13:56:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 866:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.419346   15.507209   63.752527
31 2025-08-31  39.459843   16.624350   60.055302
32 2025-09-30  39.499033   14.679793   62.518390
33 2025-10-31  39.539530   16.293130   62.863097
34 2025-11-30  39.578721   16.987894   60.944288
Forecast for Africa and Product 867:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.651049    5.123533   40.679321
31 2025-08-31  21.889086    3.906125   38.950638
32 2025-09-30  21.151701    3.201007   38.673194
33 2025-10-31  20.389737    2.331957   38.159642
34 2025-11-30  19.652353    2.018757   36.707229
13:56:47 - cmdstanpy - INFO - Chain [1] start processing
13:56:47 - cmdstanpy - INFO - Chain [1] done processing
13:56:47 - cmdstanpy - INFO - Chain [1] start processing
13:56:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 868:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.613047   23.661293   67.776105
31 2025-08-31  45.789491   24.562283   68.380871
32 2025-09-30  45.960243   22.479415   68.894657
33 2025-10-31  46.136687   23.263537   67.651542
34 2025-11-30  46.307439   23.509861   69.418951
Forecast for Africa and Product 869:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.789494   14.085727   58.531259
31 2025-08-31  35.760401   13.950458   56.270426
32 2025-09-30  35.732248   15.141591   57.589400
33 2025-10-31  35.703155   13.711943   57.077444
34 2025-11-30  35.675001   13.639657   57.302768
13:56:47 - cmdstanpy - INFO - Chain [1] start processing
13:56:47 - cmdstanpy - INFO - Chain [1] done processing
13:56:47 - cmdstanpy - INFO - Chain [1] start processing
13:56:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 870:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.694204   15.895822   53.748466
31 2025-08-31  34.049122   13.872092   53.173847
32 2025-09-30  33.424848   14.682730   53.901503
33 2025-10-31  32.779765   12.500920   51.871198
34 2025-11-30  32.155491   10.890010   52.273713
Forecast for Africa and Product 871:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.043287   19.540134   58.674525
31 2025-08-31  39.117754   18.124544   58.449681
32 2025-09-30  39.189818   20.118658   60.146064
33 2025-10-31  39.264285   19.322702   58.679575
34 2025-11-30  39.336350   20.986616   59.470112
13:56:48 - cmdstanpy - INFO - Chain [1] start processing
13:56:48 - cmdstanpy - INFO - Chain [1] done processing
13:56:48 - cmdstanpy - INFO - Chain [1] start processing
13:56:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 872:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.150514   19.128962   54.626191
31 2025-08-31  36.970074   19.762377   54.688783
32 2025-09-30  36.795454   19.059955   55.407263
33 2025-10-31  36.615013   19.071095   53.835591
34 2025-11-30  36.440394   18.750723   53.465938
Forecast for Africa and Product 873:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.881617   27.657926   66.682055
31 2025-08-31  46.227322   25.876205   65.821540
32 2025-09-30  46.561875   26.224208   65.698908
33 2025-10-31  46.907580   27.294404   65.904159
34 2025-11-30  47.242133   27.220427   67.124228
13:56:48 - cmdstanpy - INFO - Chain [1] start processing
13:56:48 - cmdstanpy - INFO - Chain [1] done processing
13:56:48 - cmdstanpy - INFO - Chain [1] start processing
13:56:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 874:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.513382    8.752794   44.545622
31 2025-08-31  25.812635    9.363385   43.039221
32 2025-09-30  25.134493    8.293420   42.533411
33 2025-10-31  24.433747    6.926222   41.102078
34 2025-11-30  23.755605    5.179583   40.305762
Forecast for Africa and Product 875:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.054130    8.628562   44.829827
31 2025-08-31  26.577293    9.008671   44.834199
32 2025-09-30  26.115837    8.736941   42.125399
33 2025-10-31  25.639000    8.600778   43.230047
34 2025-11-30  25.177545    8.587470   42.422942
13:56:48 - cmdstanpy - INFO - Chain [1] start processing
13:56:48 - cmdstanpy - INFO - Chain [1] done processing
13:56:48 - cmdstanpy - INFO - Chain [1] start processing
13:56:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 876:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.856027   20.388612   63.599297
31 2025-08-31  41.891002   22.212799   61.573382
32 2025-09-30  41.924848   20.797291   63.423161
33 2025-10-31  41.959823   21.608575   61.885781
34 2025-11-30  41.993669   20.862938   63.453163
Forecast for Africa and Product 877:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.943524   16.778708   54.175572
31 2025-08-31  35.775095   15.878564   55.197533
32 2025-09-30  35.612099   15.398571   54.887332
33 2025-10-31  35.443670   16.364131   53.226268
34 2025-11-30  35.280674   17.446615   55.284328
13:56:49 - cmdstanpy - INFO - Chain [1] start processing
13:56:49 - cmdstanpy - INFO - Chain [1] done processing
13:56:49 - cmdstanpy - INFO - Chain [1] start processing
13:56:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 878:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.807882   16.273724   57.608657
31 2025-08-31  36.920123   17.702238   56.832088
32 2025-09-30  37.028743   17.410568   57.618570
33 2025-10-31  37.140984   17.913837   57.213553
34 2025-11-30  37.249603   16.701122   57.526537
Forecast for Africa and Product 879:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.581966   10.424886   52.666666
31 2025-08-31  31.236327    8.959329   53.104647
32 2025-09-30  30.901838    7.738774   52.638586
33 2025-10-31  30.556199    8.819463   52.546373
34 2025-11-30  30.221710    8.858997   50.866418
13:56:49 - cmdstanpy - INFO - Chain [1] start processing
13:56:49 - cmdstanpy - INFO - Chain [1] done processing
13:56:49 - cmdstanpy - INFO - Chain [1] start processing
13:56:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 880:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.159957   20.247598   50.978686
31 2025-08-31  35.289636   20.664051   50.776180
32 2025-09-30  35.415132   19.460098   51.582713
33 2025-10-31  35.544811   20.239219   50.524740
34 2025-11-30  35.670306   20.036512   51.136483
Forecast for Africa and Product 881:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.289030   38.420658   73.469553
31 2025-08-31  55.944892   38.624699   73.240153
32 2025-09-30  56.579597   37.965126   75.232375
33 2025-10-31  57.235458   39.494659   75.348105
34 2025-11-30  57.870163   41.796753   75.065141
13:56:49 - cmdstanpy - INFO - Chain [1] start processing
13:56:49 - cmdstanpy - INFO - Chain [1] done processing
13:56:49 - cmdstanpy - INFO - Chain [1] start processing
13:56:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 882:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.467552   18.863627   59.132176
31 2025-08-31  38.332057   18.325081   59.728212
32 2025-09-30  38.200933   17.443043   59.690452
33 2025-10-31  38.065439   16.964963   56.872379
34 2025-11-30  37.934315   17.973886   57.317718
Forecast for Africa and Product 883:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.145778   26.395026   59.409825
31 2025-08-31  42.345632   26.574068   59.092537
32 2025-09-30  42.539039   26.244821   58.885665
33 2025-10-31  42.738893   26.900497   58.429495
34 2025-11-30  42.932299   27.556282   59.394097
13:56:50 - cmdstanpy - INFO - Chain [1] start processing
13:56:50 - cmdstanpy - INFO - Chain [1] done processing
13:56:50 - cmdstanpy - INFO - Chain [1] start processing
13:56:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 884:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.281198   15.223310   44.913955
31 2025-08-31  29.767038   15.066707   44.871843
32 2025-09-30  29.269465   14.901692   44.318350
33 2025-10-31  28.755305   13.701105   43.959877
34 2025-11-30  28.257731   12.661007   42.870934
Forecast for Africa and Product 885:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.676097   31.902089   68.212362
31 2025-08-31  51.561871   34.714462   68.015698
32 2025-09-30  52.419071   35.615029   70.696067
33 2025-10-31  53.304844   36.040465   70.262577
34 2025-11-30  54.162044   36.503396   72.394673
13:56:50 - cmdstanpy - INFO - Chain [1] start processing
13:56:50 - cmdstanpy - INFO - Chain [1] done processing
13:56:50 - cmdstanpy - INFO - Chain [1] start processing
13:56:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 886:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.010778   27.748973   55.167878
31 2025-08-31  41.279435   27.449283   54.194448
32 2025-09-30  41.539425   28.105314   56.486763
33 2025-10-31  41.808081   27.478819   55.253871
34 2025-11-30  42.068071   28.381297   55.887302
Forecast for Africa and Product 887:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.146430   10.344010   55.209099
31 2025-08-31  31.663838    9.352014   55.430691
32 2025-09-30  31.196813    7.994989   56.003697
33 2025-10-31  30.714220    7.686070   53.646297
34 2025-11-30  30.247195    7.420676   53.748576
13:56:50 - cmdstanpy - INFO - Chain [1] start processing
13:56:50 - cmdstanpy - INFO - Chain [1] done processing
13:56:51 - cmdstanpy - INFO - Chain [1] start processing
13:56:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 888:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.364595   28.256655   62.193645
31 2025-08-31  45.522681   28.733700   63.320352
32 2025-09-30  45.675667   28.366798   62.279914
33 2025-10-31  45.833753   29.032954   62.846568
34 2025-11-30  45.986739   28.600425   62.721511
Forecast for Africa and Product 889:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.386377   27.591717   57.202459
31 2025-08-31  41.316404   27.683965   56.092582
32 2025-09-30  41.248689   26.463315   55.425792
33 2025-10-31  41.178716   26.237678   54.973617
34 2025-11-30  41.111000   27.757712   56.428493
13:56:51 - cmdstanpy - INFO - Chain [1] start processing
13:56:51 - cmdstanpy - INFO - Chain [1] done processing
13:56:51 - cmdstanpy - INFO - Chain [1] start processing
13:56:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 890:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.070311   20.529904   52.215072
31 2025-08-31  35.981990   19.768971   52.270077
32 2025-09-30  35.896519   19.553337   52.374474
33 2025-10-31  35.808199   18.448388   51.888024
34 2025-11-30  35.722728   18.637946   51.710880
Forecast for Africa and Product 891:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.104988   14.102393   64.162240
31 2025-08-31  38.912173   13.932965   64.564152
32 2025-09-30  38.725578   13.391656   65.166684
33 2025-10-31  38.532763   12.756297   61.744978
34 2025-11-30  38.346168   13.329349   62.431544
13:56:51 - cmdstanpy - INFO - Chain [1] start processing
13:56:51 - cmdstanpy - INFO - Chain [1] done processing
13:56:51 - cmdstanpy - INFO - Chain [1] start processing
13:56:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 892:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.764284   19.349061   58.817998
31 2025-08-31  38.792053   20.458274   57.258411
32 2025-09-30  38.818927   20.501815   58.638536
33 2025-10-31  38.846696   19.429724   58.020126
34 2025-11-30  38.873569   20.561441   59.775142
Forecast for Africa and Product 893:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.941474   34.497727   81.839206
31 2025-08-31  59.923833   38.192358   82.078851
32 2025-09-30  60.874503   38.509291   83.243254
33 2025-10-31  61.856862   38.285715   84.608926
34 2025-11-30  62.807532   39.756889   85.776223
13:56:51 - cmdstanpy - INFO - Chain [1] start processing
13:56:51 - cmdstanpy - INFO - Chain [1] done processing
13:56:52 - cmdstanpy - INFO - Chain [1] start processing
13:56:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 894:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.800133   27.817886   56.696702
31 2025-08-31  42.877899   26.970686   57.012537
32 2025-09-30  42.953156   27.061964   57.006450
33 2025-10-31  43.030921   28.463092   59.300016
34 2025-11-30  43.106179   27.366411   58.770862
Forecast for Africa and Product 895:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.253384   11.581985   48.104851
31 2025-08-31  28.584338   10.370610   46.083491
32 2025-09-30  27.936875   10.598223   47.021431
33 2025-10-31  27.267829   10.061780   46.211309
34 2025-11-30  26.620365    8.620673   43.930722
13:56:52 - cmdstanpy - INFO - Chain [1] start processing
13:56:52 - cmdstanpy - INFO - Chain [1] done processing
13:56:52 - cmdstanpy - INFO - Chain [1] start processing
13:56:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 896:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.777540   39.503018   71.974505
31 2025-08-31  56.651398   40.990344   72.533944
32 2025-09-30  57.497067   42.607821   74.757936
33 2025-10-31  58.370925   42.468222   74.372189
34 2025-11-30  59.216594   43.316569   76.099385
Forecast for Africa and Product 897:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.315458   17.646651   55.736500
31 2025-08-31  37.225405   17.802885   56.438415
32 2025-09-30  37.138257   18.426801   56.128747
33 2025-10-31  37.048204   16.985558   57.145576
34 2025-11-30  36.961056   16.797568   55.800385
13:56:52 - cmdstanpy - INFO - Chain [1] start processing
13:56:52 - cmdstanpy - INFO - Chain [1] done processing
13:56:52 - cmdstanpy - INFO - Chain [1] start processing
13:56:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 898:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.321059   15.871819   55.910438
31 2025-08-31  36.078130   14.631037   55.028246
32 2025-09-30  35.843038   16.052265   56.539078
33 2025-10-31  35.600110   15.144350   57.046977
34 2025-11-30  35.365018   15.603570   53.992016
Forecast for Africa and Product 899:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.700813   21.029435   68.606118
31 2025-08-31  44.955166   22.297173   67.146128
32 2025-09-30  45.201314   23.335417   68.021098
33 2025-10-31  45.455667   24.241656   67.522331
34 2025-11-30  45.701814   21.850680   65.606533
13:56:52 - cmdstanpy - INFO - Chain [1] start processing
13:56:53 - cmdstanpy - INFO - Chain [1] done processing
13:56:53 - cmdstanpy - INFO - Chain [1] start processing
13:56:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 900:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.304545   22.959060   61.306411
31 2025-08-31  42.171455   21.615927   63.052164
32 2025-09-30  42.042659   22.615178   62.516300
33 2025-10-31  41.909570   23.213318   61.485389
34 2025-11-30  41.780773   21.907625   61.711169
Forecast for Africa and Product 901:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.898770   21.271359   69.836206
31 2025-08-31  44.858388   18.854068   69.050762
32 2025-09-30  44.819309   20.424507   70.365567
33 2025-10-31  44.778927   18.503029   70.943732
34 2025-11-30  44.739848   19.892467   68.999657
13:56:53 - cmdstanpy - INFO - Chain [1] start processing
13:56:53 - cmdstanpy - INFO - Chain [1] done processing
13:56:53 - cmdstanpy - INFO - Chain [1] start processing
13:56:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 902:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.650132   27.912829   64.058834
31 2025-08-31  45.718053   28.602540   65.398808
32 2025-09-30  45.783782   27.880266   64.242580
33 2025-10-31  45.851702   27.323729   66.808840
34 2025-11-30  45.917431   28.791237   65.351054
Forecast for Africa and Product 903:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.390849   21.772099   58.113495
31 2025-08-31  38.453906   20.430359   56.902632
32 2025-09-30  38.514930   21.410830   55.802117
33 2025-10-31  38.577987   21.792691   55.437646
34 2025-11-30  38.639011   22.240824   56.211350
13:56:53 - cmdstanpy - INFO - Chain [1] start processing
13:56:53 - cmdstanpy - INFO - Chain [1] done processing
13:56:53 - cmdstanpy - INFO - Chain [1] start processing
13:56:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 904:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.224546   15.421412   55.377716
31 2025-08-31  35.977248   16.717395   57.346904
32 2025-09-30  35.737927   15.009295   54.974720
33 2025-10-31  35.490629   16.302674   56.318377
34 2025-11-30  35.251309   14.766533   54.281211
Forecast for Africa and Product 905:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.890117   24.806838   67.414585
31 2025-08-31  46.110534   24.367419   66.987357
32 2025-09-30  46.323840   25.421973   69.442272
33 2025-10-31  46.544257   24.405193   68.517778
34 2025-11-30  46.757564   24.911555   68.859401
13:56:54 - cmdstanpy - INFO - Chain [1] start processing
13:56:54 - cmdstanpy - INFO - Chain [1] done processing
13:56:54 - cmdstanpy - INFO - Chain [1] start processing
13:56:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 906:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.599450   30.253048   65.494569
31 2025-08-31  48.057819   29.519975   64.062500
32 2025-09-30  48.501402   29.952678   66.116859
33 2025-10-31  48.959771   31.045642   65.654917
34 2025-11-30  49.403353   31.326361   66.716850
Forecast for Africa and Product 907:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.560755    6.086840   43.738103
31 2025-08-31  23.971345    5.989329   43.428609
32 2025-09-30  23.400949    2.981220   42.276659
33 2025-10-31  22.811538    3.518449   41.491599
34 2025-11-30  22.241142    3.569536   41.481564
13:56:54 - cmdstanpy - INFO - Chain [1] start processing
13:56:54 - cmdstanpy - INFO - Chain [1] done processing
13:56:54 - cmdstanpy - INFO - Chain [1] start processing
13:56:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 908:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.380026   23.914072   65.086570
31 2025-08-31  44.477431   25.198424   64.886743
32 2025-09-30  44.571694   23.648396   64.209403
33 2025-10-31  44.669099   25.813279   63.533487
34 2025-11-30  44.763362   25.025780   63.973359
Forecast for Africa and Product 909:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.891063   20.315395   53.644003
31 2025-08-31  38.088095   21.684018   54.327027
32 2025-09-30  38.278770   21.645644   53.785112
33 2025-10-31  38.475801   22.342955   53.891003
34 2025-11-30  38.666477   22.609834   54.895038
13:56:54 - cmdstanpy - INFO - Chain [1] start processing
13:56:54 - cmdstanpy - INFO - Chain [1] done processing
13:56:54 - cmdstanpy - INFO - Chain [1] start processing
13:56:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 910:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.885634   24.062445   57.621908
31 2025-08-31  42.368981   26.318510   59.364396
32 2025-09-30  42.836737   25.997199   59.565192
33 2025-10-31  43.320083   28.016970   61.231621
34 2025-11-30  43.787839   26.560091   58.825190
Forecast for Africa and Product 911:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.657705   16.728127   52.250839
31 2025-08-31  34.459710   18.074134   50.921863
32 2025-09-30  34.268101   18.706288   49.812093
33 2025-10-31  34.070105   17.476089   50.424243
34 2025-11-30  33.878497   16.664820   50.624975
13:56:55 - cmdstanpy - INFO - Chain [1] start processing
13:56:55 - cmdstanpy - INFO - Chain [1] done processing
13:56:55 - cmdstanpy - INFO - Chain [1] start processing
13:56:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 912:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.314223   17.144364   61.711027
31 2025-08-31  38.135653   16.052932   61.449658
32 2025-09-30  37.962843   15.810810   60.189622
33 2025-10-31  37.784274   16.218078   60.281930
34 2025-11-30  37.611464   14.921172   59.753408
Forecast for Africa and Product 913:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.145239   22.967210   66.707586
31 2025-08-31  45.083797   23.052880   66.453484
32 2025-09-30  45.024336   22.826940   67.682177
33 2025-10-31  44.962893   23.828511   66.534001
34 2025-11-30  44.903432   23.037309   67.197683
13:56:55 - cmdstanpy - INFO - Chain [1] start processing
13:56:55 - cmdstanpy - INFO - Chain [1] done processing
13:56:55 - cmdstanpy - INFO - Chain [1] start processing
13:56:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 914:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.313914   23.841297   58.400147
31 2025-08-31  42.555376   26.412531   59.373724
32 2025-09-30  42.789049   26.615854   59.970167
33 2025-10-31  43.030510   25.993258   60.860384
34 2025-11-30  43.264183   26.346170   59.223745
Forecast for Africa and Product 915:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.160732   25.027923   60.047969
31 2025-08-31  43.411680   25.571499   61.811672
32 2025-09-30  43.654533   25.028590   61.877100
33 2025-10-31  43.905481   25.627907   62.809902
34 2025-11-30  44.148334   27.715332   63.336785
13:56:55 - cmdstanpy - INFO - Chain [1] start processing
13:56:55 - cmdstanpy - INFO - Chain [1] done processing
13:56:55 - cmdstanpy - INFO - Chain [1] start processing
13:56:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 916:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.516413   44.180229   69.211476
31 2025-08-31  57.271443   44.549361   69.912843
32 2025-09-30  58.002117   45.074451   70.838451
33 2025-10-31  58.757147   46.094919   72.633575
34 2025-11-30  59.487821   46.189769   71.532340
Forecast for Africa and Product 917:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.397902   25.122755   64.750325
31 2025-08-31  44.770435   22.786037   66.234292
32 2025-09-30  45.130951   24.087098   66.062393
33 2025-10-31  45.503484   25.232722   64.732023
34 2025-11-30  45.864000   26.676222   65.217254
13:56:56 - cmdstanpy - INFO - Chain [1] start processing
13:56:56 - cmdstanpy - INFO - Chain [1] done processing
13:56:56 - cmdstanpy - INFO - Chain [1] start processing
13:56:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 918:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.980731   17.514469   68.286426
31 2025-08-31  43.015125   17.924402   69.928261
32 2025-09-30  43.048410   17.767250   70.220047
33 2025-10-31  43.082804   15.398868   69.127868
34 2025-11-30  43.116089   16.982071   71.029376
Forecast for Africa and Product 919:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.958203   10.416680   66.193652
31 2025-08-31  37.762855   13.389007   63.249992
32 2025-09-30  37.573808   12.032758   62.429411
33 2025-10-31  37.378460   13.158813   61.057682
34 2025-11-30  37.189413   10.535120   62.063441
13:56:56 - cmdstanpy - INFO - Chain [1] start processing
13:56:56 - cmdstanpy - INFO - Chain [1] done processing
13:56:56 - cmdstanpy - INFO - Chain [1] start processing
13:56:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 920:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.991307   10.776412   54.220360
31 2025-08-31  32.322458    8.158252   55.879371
32 2025-09-30  31.675184    8.135732   55.108241
33 2025-10-31  31.006335    9.611068   55.093683
34 2025-11-30  30.359062    8.822206   50.714183
Forecast for Africa and Product 921:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.115276   22.288987   65.116110
31 2025-08-31  44.058950   22.516754   64.129548
32 2025-09-30  44.004442   22.425267   65.671266
33 2025-10-31  43.948116   23.772702   66.716758
34 2025-11-30  43.893607   24.437037   66.274635
13:56:56 - cmdstanpy - INFO - Chain [1] start processing
13:56:56 - cmdstanpy - INFO - Chain [1] done processing
13:56:57 - cmdstanpy - INFO - Chain [1] start processing
13:56:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 922:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.182185   23.443563   60.073899
31 2025-08-31  42.327376   25.133841   60.997617
32 2025-09-30  42.467883   24.091309   62.091525
33 2025-10-31  42.613073   24.413872   60.879923
34 2025-11-30  42.753580   24.683635   59.775200
Forecast for Africa and Product 923:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.416834   23.368514   58.864292
31 2025-08-31  41.242064   23.327488   57.982528
32 2025-09-30  41.072932   23.326883   58.489011
33 2025-10-31  40.898162   22.495294   58.604006
34 2025-11-30  40.729030   22.979780   58.551264
13:56:57 - cmdstanpy - INFO - Chain [1] start processing
13:56:57 - cmdstanpy - INFO - Chain [1] done processing
13:56:57 - cmdstanpy - INFO - Chain [1] start processing
13:56:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 924:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.255694   23.234114   52.776791
31 2025-08-31  39.259292   23.954171   54.975154
32 2025-09-30  39.262775   24.776652   55.044336
33 2025-10-31  39.266373   25.387234   54.083486
34 2025-11-30  39.269856   24.029123   55.110151
Forecast for Africa and Product 925:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.514271   15.795305   51.811363
31 2025-08-31  33.402561   14.227004   52.315086
32 2025-09-30  33.294456   15.757215   52.154993
33 2025-10-31  33.182746   14.903722   53.514634
34 2025-11-30  33.074640   12.877040   52.608765
13:56:57 - cmdstanpy - INFO - Chain [1] start processing
13:56:57 - cmdstanpy - INFO - Chain [1] done processing
13:56:57 - cmdstanpy - INFO - Chain [1] start processing
13:56:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 926:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.063863   33.612480   81.805427
31 2025-08-31  57.907086   34.773502   81.379761
32 2025-09-30  58.723107   36.495715   81.791805
33 2025-10-31  59.566329   35.656235   82.455763
34 2025-11-30  60.382351   34.011922   84.693199
Forecast for Africa and Product 927:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.737115    6.766316   51.289938
31 2025-08-31  28.007325    5.478982   53.443418
32 2025-09-30  27.301076    2.861416   51.884717
33 2025-10-31  26.571286    4.230008   50.082738
34 2025-11-30  25.865037    2.015362   50.023475
13:56:57 - cmdstanpy - INFO - Chain [1] start processing
13:56:57 - cmdstanpy - INFO - Chain [1] done processing
13:56:58 - cmdstanpy - INFO - Chain [1] start processing
13:56:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 928:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.151649   11.729252   50.008570
31 2025-08-31  30.549425   11.038056   48.806134
32 2025-09-30  29.966626   10.598742   47.334908
33 2025-10-31  29.364402   11.275306   47.986770
34 2025-11-30  28.781604   10.289976   46.883572
Forecast for Africa and Product 929:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.696343   15.322737   53.405207
31 2025-08-31  33.379011   14.579748   52.596554
32 2025-09-30  33.071916   13.768373   51.458076
33 2025-10-31  32.754584   12.587230   50.811898
34 2025-11-30  32.447489   14.364156   52.218000
13:56:58 - cmdstanpy - INFO - Chain [1] start processing
13:56:58 - cmdstanpy - INFO - Chain [1] done processing
13:56:58 - cmdstanpy - INFO - Chain [1] start processing
13:56:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 930:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.611026   20.774713   63.427059
31 2025-08-31  41.574401   20.081862   62.806066
32 2025-09-30  41.538958   19.178884   61.808098
33 2025-10-31  41.502333   19.500393   64.566142
34 2025-11-30  41.466889   20.090031   63.618418
Forecast for Africa and Product 931:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.676543   36.934706   79.404325
31 2025-08-31  58.704216   37.446837   79.881972
32 2025-09-30  59.698738   38.158824   81.114445
33 2025-10-31  60.726411   40.333539   80.110720
34 2025-11-30  61.720934   39.094100   84.601836
13:56:58 - cmdstanpy - INFO - Chain [1] start processing
13:56:58 - cmdstanpy - INFO - Chain [1] done processing
13:56:58 - cmdstanpy - INFO - Chain [1] start processing
13:56:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 932:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.525240   30.075635   65.674558
31 2025-08-31  49.277814   30.505456   65.777091
32 2025-09-30  50.006113   32.735232   67.812896
33 2025-10-31  50.758687   32.488507   69.407214
34 2025-11-30  51.486985   33.024851   68.483138
Forecast for Africa and Product 933:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.101589   30.647857   74.243424
31 2025-08-31  51.466958   31.108988   73.251744
32 2025-09-30  51.820540   30.445679   72.110774
33 2025-10-31  52.185908   31.137492   73.401130
34 2025-11-30  52.539490   31.305264   72.313596
13:56:58 - cmdstanpy - INFO - Chain [1] start processing
13:56:59 - cmdstanpy - INFO - Chain [1] done processing
13:56:59 - cmdstanpy - INFO - Chain [1] start processing
13:56:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 934:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.012942   11.075009   44.116330
31 2025-08-31  27.656701   11.915828   46.082803
32 2025-09-30  27.311951   11.109160   44.945421
33 2025-10-31  26.955709    9.317647   43.276220
34 2025-11-30  26.610959    9.944365   43.119382
Forecast for Africa and Product 935:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.938391   27.664127   62.350819
31 2025-08-31  44.093724   25.137580   61.889343
32 2025-09-30  44.244046   24.879005   62.920182
33 2025-10-31  44.399379   25.549685   63.154373
34 2025-11-30  44.549701   26.221751   61.994341
13:56:59 - cmdstanpy - INFO - Chain [1] start processing
13:56:59 - cmdstanpy - INFO - Chain [1] done processing
13:56:59 - cmdstanpy - INFO - Chain [1] start processing
13:56:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 936:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.946734   30.608230   74.906258
31 2025-08-31  53.817871   32.610383   73.748306
32 2025-09-30  54.660907   33.761579   74.588996
33 2025-10-31  55.532045   35.949024   76.628138
34 2025-11-30  56.375081   36.815188   76.648216
Forecast for Africa and Product 937:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.510725   25.216513   55.230781
31 2025-08-31  40.233930   24.942737   55.553392
32 2025-09-30  39.966064   25.022528   53.916351
33 2025-10-31  39.689269   23.963070   55.340631
34 2025-11-30  39.421403   24.336553   55.545003
13:56:59 - cmdstanpy - INFO - Chain [1] start processing
13:56:59 - cmdstanpy - INFO - Chain [1] done processing
13:56:59 - cmdstanpy - INFO - Chain [1] start processing
13:56:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 938:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.772301   30.417413   67.863175
31 2025-08-31  51.261564   32.372660   68.905276
32 2025-09-30  51.735045   32.308803   69.778109
33 2025-10-31  52.224309   32.490467   70.720414
34 2025-11-30  52.697790   33.154332   71.052738
Forecast for Africa and Product 939:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.216279   -5.224116   34.676952
31 2025-08-31  13.888932   -5.021372   33.757446
32 2025-09-30  12.604402   -5.956209   31.463351
33 2025-10-31  11.277055   -7.422682   29.804024
34 2025-11-30   9.992526   -7.718130   29.896037
13:57:00 - cmdstanpy - INFO - Chain [1] start processing
13:57:00 - cmdstanpy - INFO - Chain [1] done processing
13:57:00 - cmdstanpy - INFO - Chain [1] start processing
13:57:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 940:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.103268   15.486229   57.701791
31 2025-08-31  36.139590   14.140546   57.019428
32 2025-09-30  36.174740   15.794293   57.548612
33 2025-10-31  36.211061   15.038264   56.513563
34 2025-11-30  36.246211   14.993388   57.081326
Forecast for Africa and Product 941:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.844475   43.454021   73.103167
31 2025-08-31  59.973374   46.189977   74.012946
32 2025-09-30  61.065856   46.625866   75.773458
33 2025-10-31  62.194755   47.842833   76.111894
34 2025-11-30  63.287237   49.339740   77.465697
13:57:00 - cmdstanpy - INFO - Chain [1] start processing
13:57:00 - cmdstanpy - INFO - Chain [1] done processing
13:57:00 - cmdstanpy - INFO - Chain [1] start processing
13:57:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 942:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.217229   23.157162   64.206241
31 2025-08-31  43.334050   21.127809   65.223474
32 2025-09-30  43.447103   21.091942   64.115013
33 2025-10-31  43.563924   21.866390   64.901514
34 2025-11-30  43.676977   21.629362   65.598228
Forecast for Africa and Product 943:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.636998    4.575123   37.740153
31 2025-08-31  20.676197    3.725731   38.519687
32 2025-09-30  19.746390    2.840496   36.882559
33 2025-10-31  18.785589    2.374880   35.047317
34 2025-11-30  17.855781   -0.459058   34.026286
13:57:00 - cmdstanpy - INFO - Chain [1] start processing
13:57:00 - cmdstanpy - INFO - Chain [1] done processing
13:57:00 - cmdstanpy - INFO - Chain [1] start processing
13:57:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 944:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.264192   29.547688   64.940301
31 2025-08-31  47.448561   29.950147   63.818198
32 2025-09-30  47.626984   30.039519   64.403491
33 2025-10-31  47.811353   30.734843   63.723704
34 2025-11-30  47.989775   30.452709   65.571818
Forecast for Africa and Product 945:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.874700   19.277131   56.297283
31 2025-08-31  37.842532   18.816190   57.454334
32 2025-09-30  37.811402   17.655022   56.104020
33 2025-10-31  37.779234   19.239659   55.539335
34 2025-11-30  37.748104   18.253408   56.096831
13:57:01 - cmdstanpy - INFO - Chain [1] start processing
13:57:01 - cmdstanpy - INFO - Chain [1] done processing
13:57:01 - cmdstanpy - INFO - Chain [1] start processing
13:57:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 946:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.309408   26.917629   66.247808
31 2025-08-31  46.575224   27.432410   65.648309
32 2025-09-30  46.832466   26.382573   66.613601
33 2025-10-31  47.098283   28.860200   64.769588
34 2025-11-30  47.355525   29.291742   66.690922
Forecast for Africa and Product 947:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.189179   27.302712   68.064902
31 2025-08-31  47.271622   25.304572   68.125374
32 2025-09-30  47.351405   26.002390   68.144121
33 2025-10-31  47.433848   26.586547   68.724364
34 2025-11-30  47.513632   27.166206   69.720856
13:57:01 - cmdstanpy - INFO - Chain [1] start processing
13:57:01 - cmdstanpy - INFO - Chain [1] done processing
13:57:01 - cmdstanpy - INFO - Chain [1] start processing
13:57:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 948:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.813290    8.511175   50.797743
31 2025-08-31  29.254084    8.192160   47.133676
32 2025-09-30  28.712916    9.239400   50.414505
33 2025-10-31  28.153710    5.953483   46.603084
34 2025-11-30  27.612543    7.812966   48.104983
Forecast for Africa and Product 949:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.265346   13.388084   52.386007
31 2025-08-31  31.835519   13.090243   51.033777
32 2025-09-30  31.419558   13.360582   49.959300
33 2025-10-31  30.989731   12.546457   49.419330
34 2025-11-30  30.573769   11.207293   48.432206
13:57:01 - cmdstanpy - INFO - Chain [1] start processing
13:57:01 - cmdstanpy - INFO - Chain [1] done processing
13:57:02 - cmdstanpy - INFO - Chain [1] start processing
13:57:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 950:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.129683   14.575677   58.093774
31 2025-08-31  35.761655   13.265200   58.458861
32 2025-09-30  35.405499   13.288701   57.288791
33 2025-10-31  35.037471   13.646740   56.671536
34 2025-11-30  34.681314   11.557014   56.475505
13:57:02 - cmdstanpy - INFO - Chain [1] start processing
13:57:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 951:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.511439   25.788877   63.266008
31 2025-08-31  43.547488   24.477156   62.840715
32 2025-09-30  43.582375   22.622771   62.272480
33 2025-10-31  43.618424   23.788999   63.089620
34 2025-11-30  43.653310   25.433680   63.976402
Forecast for Africa and Product 952:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.316587   31.944298   72.380452
31 2025-08-31  53.037159   33.175947   73.614178
32 2025-09-30  53.734487   33.196887   72.333061
33 2025-10-31  54.455060   35.310732   74.194258
34 2025-11-30  55.152388   36.739616   75.111149
13:57:02 - cmdstanpy - INFO - Chain [1] start processing
13:57:02 - cmdstanpy - INFO - Chain [1] done processing
13:57:02 - cmdstanpy - INFO - Chain [1] start processing
13:57:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 953:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.289731   16.073063   65.919928
31 2025-08-31  41.396363   14.794765   65.706828
32 2025-09-30  41.499555   18.182368   65.569913
33 2025-10-31  41.606187   17.068777   65.658631
34 2025-11-30  41.709379   17.787239   65.655846
Forecast for Africa and Product 954:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.414558   18.687441   51.400885
31 2025-08-31  35.525676   19.490835   51.455248
32 2025-09-30  35.633210   19.115167   51.271582
33 2025-10-31  35.744328   19.953792   52.020751
34 2025-11-30  35.851861   17.917766   51.610852
13:57:02 - cmdstanpy - INFO - Chain [1] start processing
13:57:02 - cmdstanpy - INFO - Chain [1] done processing
13:57:02 - cmdstanpy - INFO - Chain [1] start processing
13:57:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 955:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.232215   10.134378   57.058005
31 2025-08-31  34.971289   10.621265   58.797498
32 2025-09-30  34.718779   10.207737   59.475927
33 2025-10-31  34.457853    9.930187   59.345803
34 2025-11-30  34.205343   10.137450   58.742719
Forecast for Africa and Product 956:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.436107   19.238790   55.935557
31 2025-08-31  37.165055   18.558180   56.812828
32 2025-09-30  36.902747   17.962567   55.182211
33 2025-10-31  36.631696   18.056273   54.616243
34 2025-11-30  36.369388   17.770198   55.326471
13:57:03 - cmdstanpy - INFO - Chain [1] start processing
13:57:03 - cmdstanpy - INFO - Chain [1] done processing
13:57:03 - cmdstanpy - INFO - Chain [1] start processing
13:57:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 957:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.661355   17.184426   58.226774
31 2025-08-31  37.496570   16.390388   58.493646
32 2025-09-30  37.337100   16.369254   57.120356
33 2025-10-31  37.172315   15.573693   57.867671
34 2025-11-30  37.012845   16.817903   56.561649
Forecast for Africa and Product 958:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.795617   25.745396   54.161885
31 2025-08-31  39.852689   24.311180   55.246895
32 2025-09-30  39.907921   24.312601   56.362734
33 2025-10-31  39.964993   24.205455   55.858863
34 2025-11-30  40.020224   24.582151   55.592006
13:57:03 - cmdstanpy - INFO - Chain [1] start processing
13:57:03 - cmdstanpy - INFO - Chain [1] done processing
13:57:03 - cmdstanpy - INFO - Chain [1] start processing
13:57:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 959:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.312251   11.922832   48.929292
31 2025-08-31  28.820697   10.308880   46.782092
32 2025-09-30  28.344999    9.161068   48.512984
33 2025-10-31  27.853444    9.235292   47.785191
34 2025-11-30  27.377746    7.922166   47.395227
Forecast for Africa and Product 960:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.540143   14.284500   52.167845
31 2025-08-31  33.039335   15.930139   51.013645
32 2025-09-30  32.554683   14.362417   50.707274
33 2025-10-31  32.053875   13.132502   51.313738
34 2025-11-30  31.569222   12.538189   49.035441
13:57:03 - cmdstanpy - INFO - Chain [1] start processing
13:57:03 - cmdstanpy - INFO - Chain [1] done processing
13:57:04 - cmdstanpy - INFO - Chain [1] start processing
13:57:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 961:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.825975   36.702997   77.274742
31 2025-08-31  57.494920   38.446350   77.665349
32 2025-09-30  58.142286   37.336904   76.311816
33 2025-10-31  58.811231   38.113624   78.985145
34 2025-11-30  59.458597   39.805338   78.944538
Forecast for Africa and Product 962:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.431066    9.433638   53.562319
31 2025-08-31  31.000385   10.813331   50.823679
32 2025-09-30  30.583597    8.700947   50.632069
33 2025-10-31  30.152916    8.148580   51.968004
34 2025-11-30  29.736128    7.946881   49.334961
13:57:04 - cmdstanpy - INFO - Chain [1] start processing
13:57:04 - cmdstanpy - INFO - Chain [1] done processing
13:57:04 - cmdstanpy - INFO - Chain [1] start processing
13:57:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 963:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.354149   23.801474   58.176743
31 2025-08-31  41.130926   24.346724   57.797121
32 2025-09-30  40.914904   24.130012   58.463327
33 2025-10-31  40.691681   23.785979   56.684132
34 2025-11-30  40.475659   23.289067   57.495686
Forecast for Africa and Product 964:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.645093   20.985858   59.116697
31 2025-08-31  40.471180   23.076351   59.566746
32 2025-09-30  40.302878   21.182895   57.551121
33 2025-10-31  40.128965   20.812310   57.539897
34 2025-11-30  39.960663   20.668356   59.005098
13:57:04 - cmdstanpy - INFO - Chain [1] start processing
13:57:04 - cmdstanpy - INFO - Chain [1] done processing
13:57:04 - cmdstanpy - INFO - Chain [1] start processing
13:57:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 965:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.011379   25.526604   60.954229
31 2025-08-31  43.204875   25.149718   60.854812
32 2025-09-30  43.392128   26.366903   61.803484
33 2025-10-31  43.585623   26.069960   60.969164
34 2025-11-30  43.772877   26.605725   61.343794
Forecast for Africa and Product 966:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.493737   22.096977   57.414114
31 2025-08-31  40.739419   22.141908   57.369888
32 2025-09-30  40.977175   23.875416   59.675223
33 2025-10-31  41.222856   23.479649   58.278960
34 2025-11-30  41.460612   24.336908   59.323936
13:57:04 - cmdstanpy - INFO - Chain [1] start processing
13:57:05 - cmdstanpy - INFO - Chain [1] done processing
13:57:05 - cmdstanpy - INFO - Chain [1] start processing
13:57:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 967:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.102747   26.251808   62.047177
31 2025-08-31  45.167159   27.344851   63.336240
32 2025-09-30  45.229493   26.664944   63.888385
33 2025-10-31  45.293906   26.442953   63.044092
34 2025-11-30  45.356240   25.195893   64.189260
Forecast for Africa and Product 968:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.213034   25.124256   75.574200
31 2025-08-31  51.510295   27.467587   74.764048
32 2025-09-30  51.797967   29.054106   76.612302
33 2025-10-31  52.095229   28.963847   74.921272
34 2025-11-30  52.382901   27.635957   75.213625
13:57:05 - cmdstanpy - INFO - Chain [1] start processing
13:57:05 - cmdstanpy - INFO - Chain [1] done processing
13:57:05 - cmdstanpy - INFO - Chain [1] start processing
13:57:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 969:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.448086   27.726962   58.736444
31 2025-08-31  43.704088   27.646013   58.587940
32 2025-09-30  43.951832   27.760461   59.305089
33 2025-10-31  44.207835   29.145406   58.841121
34 2025-11-30  44.455579   28.548178   59.696212
Forecast for Africa and Product 970:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.547004   10.403351   59.900132
31 2025-08-31  35.281241   12.983621   58.169862
32 2025-09-30  35.024050   12.818221   56.670096
33 2025-10-31  34.758287   12.010660   57.286679
34 2025-11-30  34.501096   11.289985   56.370634
13:57:05 - cmdstanpy - INFO - Chain [1] start processing
13:57:05 - cmdstanpy - INFO - Chain [1] done processing
13:57:05 - cmdstanpy - INFO - Chain [1] start processing
13:57:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 971:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.029881   14.716186   51.687507
31 2025-08-31  33.957109   15.443781   51.154942
32 2025-09-30  33.886684   16.172332   51.823629
33 2025-10-31  33.813912   16.175016   51.624766
34 2025-11-30  33.743488   16.186296   51.398441
Forecast for Africa and Product 972:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.399789   10.841792   50.871202
31 2025-08-31  30.964598   10.764797   48.918265
32 2025-09-30  30.543445   10.082742   50.336222
33 2025-10-31  30.108254    9.549133   47.952205
34 2025-11-30  29.687101    9.255007   50.691242
13:57:05 - cmdstanpy - INFO - Chain [1] start processing
13:57:06 - cmdstanpy - INFO - Chain [1] done processing
13:57:06 - cmdstanpy - INFO - Chain [1] start processing
13:57:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 973:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.962995   16.354830   49.192817
31 2025-08-31  31.882294   16.480210   48.946248
32 2025-09-30  31.804197   14.065331   48.186422
33 2025-10-31  31.723496   15.593036   46.967235
34 2025-11-30  31.645398   14.925241   47.769897
Forecast for Africa and Product 974:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.880483   17.035183   53.950590
31 2025-08-31  35.640567   17.081291   53.306568
32 2025-09-30  35.408391   16.620885   54.124352
33 2025-10-31  35.168476   16.878331   52.890802
34 2025-11-30  34.936299   17.078975   52.627559
13:57:06 - cmdstanpy - INFO - Chain [1] start processing
13:57:06 - cmdstanpy - INFO - Chain [1] done processing
13:57:06 - cmdstanpy - INFO - Chain [1] start processing
13:57:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 975:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.110879   27.502617   73.033520
31 2025-08-31  50.652920   27.182228   72.367521
32 2025-09-30  51.177476   28.281238   74.468105
33 2025-10-31  51.719518   29.220918   74.021268
34 2025-11-30  52.244074   29.568812   74.054910
Forecast for Africa and Product 976:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.613838   25.195952   62.158849
31 2025-08-31  43.727567   26.180763   62.741922
32 2025-09-30  43.837626   26.494318   62.693633
33 2025-10-31  43.951354   26.097766   61.969327
34 2025-11-30  44.061414   26.446341   64.063945
13:57:06 - cmdstanpy - INFO - Chain [1] start processing
13:57:06 - cmdstanpy - INFO - Chain [1] done processing
13:57:06 - cmdstanpy - INFO - Chain [1] start processing
13:57:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 977:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.016193   24.504214   62.545077
31 2025-08-31  43.115658   24.060244   60.692052
32 2025-09-30  43.211915   24.780412   62.503639
33 2025-10-31  43.311380   24.430878   64.119922
34 2025-11-30  43.407637   25.245210   61.673771
Forecast for Africa and Product 978:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.232112   34.523167   81.485345
31 2025-08-31  58.917808   36.352634   80.584011
32 2025-09-30  59.581385   36.772749   82.035468
33 2025-10-31  60.267081   36.909076   84.431247
34 2025-11-30  60.930657   37.830588   84.588162
13:57:07 - cmdstanpy - INFO - Chain [1] start processing
13:57:07 - cmdstanpy - INFO - Chain [1] done processing
13:57:07 - cmdstanpy - INFO - Chain [1] start processing
13:57:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 979:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.416043   15.600923   56.437319
31 2025-08-31  36.002762   15.401586   56.703532
32 2025-09-30  35.602813   15.014621   55.725139
33 2025-10-31  35.189533   14.554856   56.074665
34 2025-11-30  34.789584   15.017685   54.389915
Forecast for Africa and Product 980:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.032765   15.285810   53.288085
31 2025-08-31  35.006783   15.095292   54.905586
32 2025-09-30  34.981640   16.294585   54.180035
33 2025-10-31  34.955659   15.376958   53.489724
34 2025-11-30  34.930515   15.900520   53.782494
13:57:07 - cmdstanpy - INFO - Chain [1] start processing
13:57:07 - cmdstanpy - INFO - Chain [1] done processing
13:57:07 - cmdstanpy - INFO - Chain [1] start processing
13:57:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 981:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.724259   16.258379   56.589928
31 2025-08-31  35.848816   17.030578   55.435974
32 2025-09-30  35.969355   16.944241   55.862967
33 2025-10-31  36.093912   15.539766   55.641021
34 2025-11-30  36.214451   15.137939   56.752469
Forecast for Africa and Product 982:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.449857    8.618047   39.336038
31 2025-08-31  23.707710    9.511765   38.810251
32 2025-09-30  22.989502    8.235043   37.416315
33 2025-10-31  22.247355    6.305713   36.860958
34 2025-11-30  21.529148    6.976100   35.997435
13:57:07 - cmdstanpy - INFO - Chain [1] start processing
13:57:07 - cmdstanpy - INFO - Chain [1] done processing
13:57:07 - cmdstanpy - INFO - Chain [1] start processing
13:57:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 983:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.369757   35.053943   74.479850
31 2025-08-31  55.058347   36.994746   74.938502
32 2025-09-30  55.724724   36.753724   74.012493
33 2025-10-31  56.413314   37.402455   76.839524
34 2025-11-30  57.079692   37.062167   77.269434
Forecast for Africa and Product 984:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.675053    8.413540   47.679494
31 2025-08-31  27.040313    5.427850   47.397901
32 2025-09-30  26.426048    6.630285   46.304205
33 2025-10-31  25.791308    5.330284   46.721036
34 2025-11-30  25.177044    3.607162   43.972558
13:57:08 - cmdstanpy - INFO - Chain [1] start processing
13:57:08 - cmdstanpy - INFO - Chain [1] done processing
13:57:08 - cmdstanpy - INFO - Chain [1] start processing
13:57:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 985:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.133146   12.511523   54.929432
31 2025-08-31  33.947015   13.348597   54.821321
32 2025-09-30  33.766888   14.329714   54.603564
33 2025-10-31  33.580757   10.883222   54.195938
34 2025-11-30  33.400631   12.594817   54.348310
Forecast for Africa and Product 986:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.667366   33.748014   69.021025
31 2025-08-31  51.914055   35.105346   68.079957
32 2025-09-30  52.152787   34.901535   69.058352
33 2025-10-31  52.399477   36.694788   69.592985
34 2025-11-30  52.638209   36.197951   69.182045
13:57:08 - cmdstanpy - INFO - Chain [1] start processing
13:57:08 - cmdstanpy - INFO - Chain [1] done processing
13:57:08 - cmdstanpy - INFO - Chain [1] start processing
13:57:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 987:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.091506   18.714541   60.767151
31 2025-08-31  38.834110   18.365517   59.258762
32 2025-09-30  38.585016   17.854943   58.069069
33 2025-10-31  38.327620   19.114622   60.162747
34 2025-11-30  38.078527   17.470655   59.686260
Forecast for Africa and Product 988:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.864993    8.515609   60.366038
31 2025-08-31  33.837216    9.885784   59.643906
32 2025-09-30  33.810335    8.824853   57.341197
33 2025-10-31  33.782558    8.748454   59.649858
34 2025-11-30  33.755677    8.970078   59.502097
13:57:08 - cmdstanpy - INFO - Chain [1] start processing
13:57:08 - cmdstanpy - INFO - Chain [1] done processing
13:57:09 - cmdstanpy - INFO - Chain [1] start processing
13:57:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 989:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.266467   28.031672   68.438539
31 2025-08-31  47.481272   29.486190   66.957337
32 2025-09-30  47.689148   26.934614   65.809005
33 2025-10-31  47.903953   28.583547   66.456155
34 2025-11-30  48.111828   30.337615   69.026909
Forecast for Africa and Product 990:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  66.917596   38.396801   92.661891
31 2025-08-31  68.099199   42.289353   96.818344
32 2025-09-30  69.242687   42.736891   94.689585
33 2025-10-31  70.424291   43.367414   97.443779
34 2025-11-30  71.567779   46.244318   99.061263
13:57:09 - cmdstanpy - INFO - Chain [1] start processing
13:57:09 - cmdstanpy - INFO - Chain [1] done processing
13:57:09 - cmdstanpy - INFO - Chain [1] start processing
13:57:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 991:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.565556    3.869277   47.540850
31 2025-08-31  25.955331    3.906278   47.960933
32 2025-09-30  25.364790    4.057495   46.000706
33 2025-10-31  24.754564    3.713447   47.705455
34 2025-11-30  24.164023    2.447777   45.087684
Forecast for Africa and Product 992:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.902063   33.485598   73.266314
31 2025-08-31  54.816114   35.386235   73.993268
32 2025-09-30  55.700678   35.878380   75.399182
33 2025-10-31  56.614729   37.333827   75.669001
34 2025-11-30  57.499294   37.476166   77.878064
13:57:09 - cmdstanpy - INFO - Chain [1] start processing
13:57:09 - cmdstanpy - INFO - Chain [1] done processing
13:57:09 - cmdstanpy - INFO - Chain [1] start processing
13:57:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 993:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.876419   18.838869   67.997876
31 2025-08-31  42.725458   17.797459   65.233497
32 2025-09-30  42.579366   17.538353   67.919620
33 2025-10-31  42.428405   17.823568   69.827047
34 2025-11-30  42.282314   17.381349   65.453193
Forecast for Africa and Product 994:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.494755   20.874708   57.425071
31 2025-08-31  39.303669   20.398301   58.075186
32 2025-09-30  39.118747   21.397290   58.772665
33 2025-10-31  38.927662   20.156932   59.013645
34 2025-11-30  38.742740   19.688583   56.431316
13:57:09 - cmdstanpy - INFO - Chain [1] start processing
13:57:09 - cmdstanpy - INFO - Chain [1] done processing
13:57:10 - cmdstanpy - INFO - Chain [1] start processing
13:57:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 995:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.418376   27.874232   76.804999
31 2025-08-31  52.830036   26.658261   76.564880
32 2025-09-30  53.228416   30.476038   77.542078
33 2025-10-31  53.640075   32.020263   78.196347
34 2025-11-30  54.038455   30.307592   77.344640
Forecast for Africa and Product 996:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.546122    8.123950   49.141780
31 2025-08-31  28.137699    6.852117   47.100748
32 2025-09-30  27.742450    7.947031   46.989430
33 2025-10-31  27.334027    6.955979   47.306368
34 2025-11-30  26.938779    6.155671   47.570502
13:57:10 - cmdstanpy - INFO - Chain [1] start processing
13:57:10 - cmdstanpy - INFO - Chain [1] done processing
13:57:10 - cmdstanpy - INFO - Chain [1] start processing
13:57:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 997:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.769320   -4.043065   33.126321
31 2025-08-31  13.328199   -4.858504   31.741449
32 2025-09-30  11.933567   -5.770107   30.065804
33 2025-10-31  10.492446   -8.042767   28.142588
34 2025-11-30   9.097813   -7.992364   26.048015
Forecast for Africa and Product 998:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.364910   28.594820   66.263908
31 2025-08-31  47.705970   27.112097   65.180356
32 2025-09-30  48.036028   28.284571   66.717233
33 2025-10-31  48.377088   30.663200   68.316011
34 2025-11-30  48.707147   28.723868   66.351585
13:57:10 - cmdstanpy - INFO - Chain [1] start processing
13:57:10 - cmdstanpy - INFO - Chain [1] done processing
13:57:10 - cmdstanpy - INFO - Chain [1] start processing
13:57:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Africa and Product 999:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.359550   34.793403   62.149101
31 2025-08-31  48.854727   35.186889   62.601543
32 2025-09-30  49.333932   34.537154   63.311869
33 2025-10-31  49.829110   36.131752   65.161199
34 2025-11-30  50.308314   36.457291   65.479002
Forecast for Asia and Product 100:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.172542    6.281545   48.945772
31 2025-08-31  26.583032    5.297528   47.904995
32 2025-09-30  26.012538    3.467896   48.468428
33 2025-10-31  25.423028    4.754131   46.469638
34 2025-11-30  24.852534    3.034512   46.144958
13:57:10 - cmdstanpy - INFO - Chain [1] start processing
13:57:11 - cmdstanpy - INFO - Chain [1] done processing
13:57:11 - cmdstanpy - INFO - Chain [1] start processing
13:57:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 101:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.480259    9.182257   48.900372
31 2025-08-31  28.825644    8.034756   48.875053
32 2025-09-30  28.192145    9.548581   47.515726
33 2025-10-31  27.537530    6.595031   48.285376
34 2025-11-30  26.904032    6.064417   46.908978
Forecast for Asia and Product 102:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.660949    6.115539   52.441437
31 2025-08-31  29.151303    7.490408   52.262045
32 2025-09-30  28.658097    5.289184   51.378781
33 2025-10-31  28.148451    6.818637   51.685436
34 2025-11-30  27.655245    3.483661   49.463890
13:57:11 - cmdstanpy - INFO - Chain [1] start processing
13:57:11 - cmdstanpy - INFO - Chain [1] done processing
13:57:11 - cmdstanpy - INFO - Chain [1] start processing
13:57:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 103:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.636103   21.033551   55.990979
31 2025-08-31  38.733886   21.435228   57.172102
32 2025-09-30  38.828516   19.881119   56.073310
33 2025-10-31  38.926299   21.574880   57.636489
34 2025-11-30  39.020928   22.002541   58.823845
Forecast for Asia and Product 104:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.811366   19.783600   49.750966
31 2025-08-31  35.407703   21.352801   50.581612
32 2025-09-30  35.017062   20.448644   49.681103
33 2025-10-31  34.613399   20.462383   49.976168
34 2025-11-30  34.222758   19.264204   47.849520
13:57:11 - cmdstanpy - INFO - Chain [1] start processing
13:57:11 - cmdstanpy - INFO - Chain [1] done processing
13:57:11 - cmdstanpy - INFO - Chain [1] start processing
13:57:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 105:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.759161   17.755422   66.676093
31 2025-08-31  41.661042   14.791113   65.313729
32 2025-09-30  41.566088   16.651825   66.312065
33 2025-10-31  41.467969   15.772905   66.797144
34 2025-11-30  41.373016   16.019193   65.642753
Forecast for Asia and Product 106:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.493781   23.623951   57.669738
31 2025-08-31  41.534366   24.008346   57.456202
32 2025-09-30  41.573642   23.973640   57.298274
33 2025-10-31  41.614227   24.459375   58.147985
34 2025-11-30  41.653503   26.247481   57.730545
13:57:12 - cmdstanpy - INFO - Chain [1] start processing
13:57:12 - cmdstanpy - INFO - Chain [1] done processing
13:57:12 - cmdstanpy - INFO - Chain [1] start processing
13:57:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 107:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.764971   12.877694   60.409114
31 2025-08-31  35.687673   12.591953   61.007035
32 2025-09-30  35.612868   10.942342   59.044197
33 2025-10-31  35.535570   10.172256   60.396431
34 2025-11-30  35.460766   11.967807   58.439106
Forecast for Asia and Product 108:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.782326   12.703961   51.797917
31 2025-08-31  31.447716   12.053156   50.317384
32 2025-09-30  31.123900   11.995438   49.880582
33 2025-10-31  30.789290   11.903946   51.407121
34 2025-11-30  30.465474   12.446998   49.738184
13:57:12 - cmdstanpy - INFO - Chain [1] start processing
13:57:12 - cmdstanpy - INFO - Chain [1] done processing
13:57:12 - cmdstanpy - INFO - Chain [1] start processing
13:57:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 109:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.532941   17.794268   63.658924
31 2025-08-31  39.519518   18.175111   64.227207
32 2025-09-30  39.506529   14.925196   61.154749
33 2025-10-31  39.493106   15.493638   62.478952
34 2025-11-30  39.480117   13.209891   64.606903
Forecast for Asia and Product 110:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.177872   11.218071   47.443498
31 2025-08-31  29.673820   11.299458   47.736581
32 2025-09-30  29.186028   12.240090   46.939239
33 2025-10-31  28.681976   10.046317   46.246887
34 2025-11-30  28.194184    8.596455   45.332494
13:57:12 - cmdstanpy - INFO - Chain [1] start processing
13:57:12 - cmdstanpy - INFO - Chain [1] done processing
13:57:12 - cmdstanpy - INFO - Chain [1] start processing
13:57:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 111:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.084399   17.299874   59.885788
31 2025-08-31  37.858681   16.792909   58.648135
32 2025-09-30  37.640243   16.555020   59.487123
33 2025-10-31  37.414525   17.336380   58.472526
34 2025-11-30  37.196087   16.430816   58.989581
Forecast for Asia and Product 112:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.082116   22.564444   58.039016
31 2025-08-31  40.193846   22.839738   58.361644
32 2025-09-30  40.301971   21.931285   57.891540
33 2025-10-31  40.413701   22.758470   58.618605
34 2025-11-30  40.521827   21.954441   58.952051
13:57:13 - cmdstanpy - INFO - Chain [1] start processing
13:57:13 - cmdstanpy - INFO - Chain [1] done processing
13:57:13 - cmdstanpy - INFO - Chain [1] start processing
13:57:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 113:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.335794   12.216478   42.802887
31 2025-08-31  26.499255   11.006190   42.369046
32 2025-09-30  25.689701   10.163544   40.992259
33 2025-10-31  24.853162    8.472329   40.013197
34 2025-11-30  24.043609    8.347311   39.620438
Forecast for Asia and Product 114:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.308579    1.437615   46.957895
31 2025-08-31  23.355184    0.829684   47.008309
32 2025-09-30  22.432543   -1.897946   43.723173
33 2025-10-31  21.479147   -3.171079   43.677206
34 2025-11-30  20.556506   -2.365426   44.209539
13:57:13 - cmdstanpy - INFO - Chain [1] start processing
13:57:13 - cmdstanpy - INFO - Chain [1] done processing
13:57:13 - cmdstanpy - INFO - Chain [1] start processing
13:57:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 115:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.958728   15.305583   45.854672
31 2025-08-31  30.716330   16.940117   46.108586
32 2025-09-30  30.481751   15.158272   44.325996
33 2025-10-31  30.239353   15.291357   45.058589
34 2025-11-30  30.004774   14.410056   45.043685
Forecast for Asia and Product 116:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.508156   27.353050   68.405713
31 2025-08-31  48.885910   30.644801   69.573603
32 2025-09-30  49.251478   29.875311   67.773291
33 2025-10-31  49.629232   30.277218   69.698601
34 2025-11-30  49.994800   30.049052   70.991764
13:57:13 - cmdstanpy - INFO - Chain [1] start processing
13:57:13 - cmdstanpy - INFO - Chain [1] done processing
13:57:14 - cmdstanpy - INFO - Chain [1] start processing
13:57:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 117:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.493198   26.008878   60.379132
31 2025-08-31  43.748457   27.532949   61.361090
32 2025-09-30  43.995483   26.713415   60.301074
33 2025-10-31  44.250742   27.234052   59.064533
34 2025-11-30  44.497768   27.373450   61.419251
Forecast for Asia and Product 118:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.608677   13.854814   60.049155
31 2025-08-31  35.301268   12.993866   59.406540
32 2025-09-30  35.003775   11.164237   58.728735
33 2025-10-31  34.696365   11.015435   56.808451
34 2025-11-30  34.398872   11.211055   58.622544
13:57:14 - cmdstanpy - INFO - Chain [1] start processing
13:57:14 - cmdstanpy - INFO - Chain [1] done processing
13:57:14 - cmdstanpy - INFO - Chain [1] start processing
13:57:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 119:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.505490   12.983217   41.845657
31 2025-08-31  26.890771   11.418037   43.264297
32 2025-09-30  26.295882    9.956736   41.082003
33 2025-10-31  25.681163   10.214383   41.056100
34 2025-11-30  25.086274   10.984167   41.159093
Forecast for Asia and Product 120:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.417832   36.221680   77.883487
31 2025-08-31  58.101038   37.028370   79.232290
32 2025-09-30  58.762206   37.075466   79.408260
33 2025-10-31  59.445412   37.044009   79.871800
34 2025-11-30  60.106580   39.518347   81.032830
13:57:14 - cmdstanpy - INFO - Chain [1] start processing
13:57:14 - cmdstanpy - INFO - Chain [1] done processing
13:57:14 - cmdstanpy - INFO - Chain [1] start processing
13:57:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 121:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.740228    5.888315   51.945622
31 2025-08-31  29.125281    5.886275   51.951084
32 2025-09-30  28.530171    5.574066   50.739916
33 2025-10-31  27.915224    5.195050   51.089560
34 2025-11-30  27.320114    4.366376   49.802501
Forecast for Asia and Product 122:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.422732   41.491854   75.983396
31 2025-08-31  59.496497   42.325056   76.952400
32 2025-09-30  60.535625   43.465924   78.008437
33 2025-10-31  61.609391   43.533852   79.881934
34 2025-11-30  62.648519   44.723966   81.553884
13:57:14 - cmdstanpy - INFO - Chain [1] start processing
13:57:14 - cmdstanpy - INFO - Chain [1] done processing
13:57:15 - cmdstanpy - INFO - Chain [1] start processing
13:57:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 123:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.951874   22.157974   68.065372
31 2025-08-31  46.035611   24.218703   67.188897
32 2025-09-30  46.116646   22.246468   69.499708
33 2025-10-31  46.200383   22.013853   69.571537
34 2025-11-30  46.281418   25.698066   71.154077
Forecast for Asia and Product 124:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.182774   11.938716   43.306693
31 2025-08-31  27.577663   13.487112   43.337436
32 2025-09-30  26.992072   12.092552   40.948765
33 2025-10-31  26.386961   10.598008   41.248237
34 2025-11-30  25.801370   10.082849   39.241752
13:57:15 - cmdstanpy - INFO - Chain [1] start processing
13:57:15 - cmdstanpy - INFO - Chain [1] done processing
13:57:15 - cmdstanpy - INFO - Chain [1] start processing
13:57:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 125:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.377477   37.097372   67.448621
31 2025-08-31  54.043324   40.108809   70.968484
32 2025-09-30  54.687692   39.070906   69.273099
33 2025-10-31  55.353538   39.730556   71.059392
34 2025-11-30  55.997906   40.063609   72.226526
Forecast for Asia and Product 126:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.773287    4.195656   44.457103
31 2025-08-31  22.915715    3.721436   42.362795
32 2025-09-30  22.085807    1.248814   42.827194
33 2025-10-31  21.228235    2.008713   40.147940
34 2025-11-30  20.398327   -1.899242   40.420012
13:57:15 - cmdstanpy - INFO - Chain [1] start processing
13:57:15 - cmdstanpy - INFO - Chain [1] done processing
13:57:15 - cmdstanpy - INFO - Chain [1] start processing
13:57:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 127:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.489896   17.850340   50.048087
31 2025-08-31  34.181039   18.256487   49.241611
32 2025-09-30  33.882145   17.784232   50.634121
33 2025-10-31  33.573288   17.012202   49.641465
34 2025-11-30  33.274394   15.956126   48.808615
Forecast for Asia and Product 128:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  42.983763   21.890233   64.342210
30 2025-08-31  42.968817   21.028931   62.320639
31 2025-09-30  42.954353   21.883430   63.577140
32 2025-10-31  42.939407   21.748418   61.473355
33 2025-11-30  42.924943   21.784564   65.900350
13:57:15 - cmdstanpy - INFO - Chain [1] start processing
13:57:16 - cmdstanpy - INFO - Chain [1] done processing
13:57:16 - cmdstanpy - INFO - Chain [1] start processing
13:57:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 129:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.335752   14.474665   46.920313
31 2025-08-31  31.083684   16.663026   47.682806
32 2025-09-30  30.839747   15.477120   45.335116
33 2025-10-31  30.587679   14.967284   47.767715
34 2025-11-30  30.343742   14.523725   45.591752
Forecast for Asia and Product 130:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.236539   13.578112   54.191951
31 2025-08-31  33.857726   14.475540   52.212361
32 2025-09-30  33.491134   14.774467   53.549116
33 2025-10-31  33.112322   13.999745   52.187394
34 2025-11-30  32.745729   13.534797   52.199065
13:57:16 - cmdstanpy - INFO - Chain [1] start processing
13:57:16 - cmdstanpy - INFO - Chain [1] done processing
13:57:16 - cmdstanpy - INFO - Chain [1] start processing
13:57:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 131:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  25.850445    8.868437   41.940946
30 2025-08-31  25.247414    9.618515   41.284659
31 2025-09-30  24.663836    8.128131   40.880885
32 2025-10-31  24.060806    7.894437   40.544423
33 2025-11-30  23.477228    6.766707   39.729127
Forecast for Asia and Product 132:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.059057   30.169524   63.613485
31 2025-08-31  47.484456   30.455277   65.508901
32 2025-09-30  47.896134   29.670165   64.670418
33 2025-10-31  48.321533   31.161412   67.176535
34 2025-11-30  48.733210   32.109774   65.911904
13:57:16 - cmdstanpy - INFO - Chain [1] start processing
13:57:16 - cmdstanpy - INFO - Chain [1] done processing
13:57:16 - cmdstanpy - INFO - Chain [1] start processing
13:57:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 133:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.589542    3.655954   64.912888
31 2025-08-31  32.819768    2.021874   62.699696
32 2025-09-30  32.074826    4.114849   62.065411
33 2025-10-31  31.305052    0.255220   60.936484
34 2025-11-30  30.560110    0.696338   59.862617
Forecast for Asia and Product 134:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.990303   11.200373   59.406407
31 2025-08-31  36.903663   11.662139   61.099236
32 2025-09-30  36.819817   12.847425   61.154184
33 2025-10-31  36.733176   12.517814   62.199307
34 2025-11-30  36.649330   13.741446   59.782463
13:57:17 - cmdstanpy - INFO - Chain [1] start processing
13:57:17 - cmdstanpy - INFO - Chain [1] done processing
13:57:17 - cmdstanpy - INFO - Chain [1] start processing
13:57:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 135:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.026762    5.310216   45.069084
31 2025-08-31  25.725150    6.317844   46.157928
32 2025-09-30  25.433268    4.481156   45.685539
33 2025-10-31  25.131656    3.197496   44.807526
34 2025-11-30  24.839774    4.303742   46.091303
Forecast for Asia and Product 136:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.429833   19.220019   53.481701
31 2025-08-31  35.302308   18.412169   51.614216
32 2025-09-30  35.178898   17.476050   51.583647
33 2025-10-31  35.051373   18.100776   51.904211
34 2025-11-30  34.927962   18.105432   50.815905
13:57:17 - cmdstanpy - INFO - Chain [1] start processing
13:57:17 - cmdstanpy - INFO - Chain [1] done processing
13:57:17 - cmdstanpy - INFO - Chain [1] start processing
13:57:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 137:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.029830   31.088229   70.289732
31 2025-08-31  50.612264   31.615084   69.479786
32 2025-09-30  51.175910   31.968254   68.461219
33 2025-10-31  51.758344   32.253128   71.439686
34 2025-11-30  52.321990   33.111685   69.972005
Forecast for Asia and Product 138:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.466911   16.228105   52.369519
31 2025-08-31  35.139656   16.596404   53.933741
32 2025-09-30  34.822957   16.069640   53.872211
33 2025-10-31  34.495701   15.643026   53.194258
34 2025-11-30  34.179002   14.303620   52.270587
13:57:17 - cmdstanpy - INFO - Chain [1] start processing
13:57:17 - cmdstanpy - INFO - Chain [1] done processing
13:57:18 - cmdstanpy - INFO - Chain [1] start processing
13:57:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 139:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.948032   29.483990   68.573127
31 2025-08-31  49.290231   30.959073   68.068449
32 2025-09-30  49.621391   31.367962   68.310027
33 2025-10-31  49.963589   30.417847   68.265056
34 2025-11-30  50.294749   31.838120   68.134744
Forecast for Asia and Product 140:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.277729   20.493830   60.097836
31 2025-08-31  40.115676   20.831960   60.033994
32 2025-09-30  39.958850   20.703756   58.857962
33 2025-10-31  39.796797   19.756460   57.814787
34 2025-11-30  39.639971   21.436588   58.720794
13:57:18 - cmdstanpy - INFO - Chain [1] start processing
13:57:18 - cmdstanpy - INFO - Chain [1] done processing
13:57:18 - cmdstanpy - INFO - Chain [1] start processing
13:57:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 141:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.035621   18.055229   54.585695
31 2025-08-31  35.846052   18.353670   53.887188
32 2025-09-30  35.662597   17.219323   53.834183
33 2025-10-31  35.473027   16.662716   54.581753
34 2025-11-30  35.289572   15.831239   53.455867
Forecast for Asia and Product 142:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.089301   15.946329   67.504931
31 2025-08-31  41.315023   14.997520   65.736176
32 2025-09-30  41.533464   16.149908   66.759441
33 2025-10-31  41.759186   15.733361   67.337329
34 2025-11-30  41.977627   15.962784   69.722628
13:57:18 - cmdstanpy - INFO - Chain [1] start processing
13:57:18 - cmdstanpy - INFO - Chain [1] done processing
13:57:18 - cmdstanpy - INFO - Chain [1] start processing
13:57:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 143:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.267835   13.373589   44.235133
31 2025-08-31  28.882384   13.228699   43.669265
32 2025-09-30  28.509367   13.025731   43.504981
33 2025-10-31  28.123916   13.095747   42.661151
34 2025-11-30  27.750899   12.489657   42.048195
Forecast for Asia and Product 144:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.391620   18.085209   50.977533
31 2025-08-31  34.238909   18.740219   50.961361
32 2025-09-30  34.091123   17.737518   49.551616
33 2025-10-31  33.938411   16.706409   50.381743
34 2025-11-30  33.790626   17.977652   49.759776
13:57:18 - cmdstanpy - INFO - Chain [1] start processing
13:57:19 - cmdstanpy - INFO - Chain [1] done processing
13:57:19 - cmdstanpy - INFO - Chain [1] start processing
13:57:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 145:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.106507    5.493167   49.453374
31 2025-08-31  26.371353    6.918640   47.504674
32 2025-09-30  25.659913    5.361711   46.321909
33 2025-10-31  24.924759    2.874173   47.757383
34 2025-11-30  24.213319    2.032098   44.913302
Forecast for Asia and Product 146:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.638248   15.087041   51.623314
31 2025-08-31  33.290514   13.729133   51.950698
32 2025-09-30  32.953997   14.888065   50.515585
33 2025-10-31  32.606263   14.900147   49.639822
34 2025-11-30  32.269747   13.218817   51.572470
13:57:19 - cmdstanpy - INFO - Chain [1] start processing
13:57:19 - cmdstanpy - INFO - Chain [1] done processing
13:57:19 - cmdstanpy - INFO - Chain [1] start processing
13:57:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 147:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.413264   24.326980   57.147079
31 2025-08-31  40.396323   25.429644   56.319384
32 2025-09-30  40.379928   24.014365   55.945020
33 2025-10-31  40.362987   23.928295   57.305578
34 2025-11-30  40.346593   25.837062   56.932992
Forecast for Asia and Product 148:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.677589   22.364278   61.835040
31 2025-08-31  41.988922   22.562373   61.011459
32 2025-09-30  42.290211   23.252686   61.519151
33 2025-10-31  42.601544   22.925219   61.697864
34 2025-11-30  42.902834   24.714994   62.392984
13:57:19 - cmdstanpy - INFO - Chain [1] start processing
13:57:19 - cmdstanpy - INFO - Chain [1] done processing
13:57:19 - cmdstanpy - INFO - Chain [1] start processing
13:57:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 149:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.424903    4.570923   48.450673
31 2025-08-31  24.993463    2.010344   45.393746
32 2025-09-30  24.575940    3.496666   45.930968
33 2025-10-31  24.144499    0.767569   45.356346
34 2025-11-30  23.726976    2.748267   46.484428
Forecast for Asia and Product 150:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.052652    0.637933   37.997966
31 2025-08-31  19.175985    2.623277   37.041556
32 2025-09-30  18.327597    0.900408   36.707592
33 2025-10-31  17.450930   -2.309392   37.870196
34 2025-11-30  16.602543   -1.204386   34.578980
13:57:19 - cmdstanpy - INFO - Chain [1] start processing
13:57:20 - cmdstanpy - INFO - Chain [1] done processing
13:57:20 - cmdstanpy - INFO - Chain [1] start processing
13:57:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 151:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.173887    9.136244   39.415477
31 2025-08-31  23.563905    8.080134   38.738659
32 2025-09-30  22.973600    7.640300   38.695890
33 2025-10-31  22.363617    6.883246   37.323851
34 2025-11-30  21.773312    6.786106   36.379267
Forecast for Asia and Product 152:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.529702   16.026685   53.252714
31 2025-08-31  35.377678   16.838095   54.279298
32 2025-09-30  35.230557   15.261156   54.444539
33 2025-10-31  35.078532   17.364854   53.660448
34 2025-11-30  34.931412   16.466827   52.470365
13:57:20 - cmdstanpy - INFO - Chain [1] start processing
13:57:20 - cmdstanpy - INFO - Chain [1] done processing
13:57:20 - cmdstanpy - INFO - Chain [1] start processing
13:57:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 153:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.149867   18.157627   57.795056
31 2025-08-31  37.922732   17.896419   57.792362
32 2025-09-30  37.702924   16.187327   58.448013
33 2025-10-31  37.475790   17.969499   58.883056
34 2025-11-30  37.255982   17.357476   57.742031
Forecast for Asia and Product 154:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.382350   17.131741   65.335018
31 2025-08-31  41.398406   15.662522   68.776362
32 2025-09-30  41.413943   16.826003   67.396669
33 2025-10-31  41.429999   16.855566   68.351739
34 2025-11-30  41.445536   15.389996   68.381121
13:57:20 - cmdstanpy - INFO - Chain [1] start processing
13:57:20 - cmdstanpy - INFO - Chain [1] done processing
13:57:20 - cmdstanpy - INFO - Chain [1] start processing
13:57:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 155:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.100033   16.757103   62.028468
31 2025-08-31  39.180955   18.543964   60.401430
32 2025-09-30  39.259267   18.101540   60.380896
33 2025-10-31  39.340189   16.430167   60.536570
34 2025-11-30  39.418501   17.831909   60.520771
Forecast for Asia and Product 156:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.662592    7.900760   56.260487
31 2025-08-31  31.399971    7.340687   55.020355
32 2025-09-30  31.145822    8.399106   57.107830
33 2025-10-31  30.883201    7.082372   54.361926
34 2025-11-30  30.629051    8.816762   52.778240
13:57:21 - cmdstanpy - INFO - Chain [1] start processing
13:57:21 - cmdstanpy - INFO - Chain [1] done processing
13:57:21 - cmdstanpy - INFO - Chain [1] start processing
13:57:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 157:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.650640   23.441014   60.023126
31 2025-08-31  42.821108   24.460954   59.987221
32 2025-09-30  42.986077   25.721435   60.687611
33 2025-10-31  43.156545   23.868782   62.007448
34 2025-11-30  43.321514   24.141907   62.924392
Forecast for Asia and Product 158:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.573579   28.061964   69.648797
31 2025-08-31  50.254577   30.045912   69.296665
32 2025-09-30  50.913608   31.014501   72.894591
33 2025-10-31  51.594607   31.124873   73.095794
34 2025-11-30  52.253637   30.277572   72.592676
13:57:21 - cmdstanpy - INFO - Chain [1] start processing
13:57:21 - cmdstanpy - INFO - Chain [1] done processing
13:57:21 - cmdstanpy - INFO - Chain [1] start processing
13:57:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 159:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.345478   13.024010   53.204229
31 2025-08-31  31.754231   11.063903   51.992847
32 2025-09-30  31.182057    9.487052   52.215375
33 2025-10-31  30.590811    9.241413   52.254072
34 2025-11-30  30.018637    9.004514   52.260800
Forecast for Asia and Product 160:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.346874   26.405607   60.544336
31 2025-08-31  43.253712   25.688382   61.158605
32 2025-09-30  43.163554   25.196200   61.978493
33 2025-10-31  43.070392   24.820160   60.427965
34 2025-11-30  42.980234   25.536144   60.598946
13:57:21 - cmdstanpy - INFO - Chain [1] start processing
13:57:21 - cmdstanpy - INFO - Chain [1] done processing
13:57:21 - cmdstanpy - INFO - Chain [1] start processing
13:57:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 161:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.444878   26.658544   55.713098
31 2025-08-31  41.354558   27.398780   56.207142
32 2025-09-30  41.267153   26.090289   55.268675
33 2025-10-31  41.176833   27.333864   55.143613
34 2025-11-30  41.089427   27.136277   55.832656
Forecast for Asia and Product 162:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.735744   23.466115   53.525921
31 2025-08-31  38.645066   24.054154   52.916683
32 2025-09-30  38.557313   23.929303   53.254671
33 2025-10-31  38.466635   24.841433   54.026617
34 2025-11-30  38.378882   23.033087   52.696169
13:57:22 - cmdstanpy - INFO - Chain [1] start processing
13:57:22 - cmdstanpy - INFO - Chain [1] done processing
13:57:22 - cmdstanpy - INFO - Chain [1] start processing
13:57:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 163:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.870265    7.135985   49.729194
31 2025-08-31  28.434692    9.032309   48.071991
32 2025-09-30  28.013171    8.017854   47.899337
33 2025-10-31  27.577598    6.980012   48.011025
34 2025-11-30  27.156076    7.869470   47.230115
Forecast for Asia and Product 164:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.667478   16.911883   59.802904
31 2025-08-31  38.682340   18.549990   59.497219
32 2025-09-30  38.696723   17.840117   58.602426
33 2025-10-31  38.711585   19.259706   57.872710
34 2025-11-30  38.725967   17.967851   57.556072
13:57:22 - cmdstanpy - INFO - Chain [1] start processing
13:57:22 - cmdstanpy - INFO - Chain [1] done processing
13:57:22 - cmdstanpy - INFO - Chain [1] start processing
13:57:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 165:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.825627   20.307608   56.960477
31 2025-08-31  37.559400   17.789719   56.106330
32 2025-09-30  37.301762   18.975059   55.097883
33 2025-10-31  37.035535   18.424761   55.062759
34 2025-11-30  36.777897   18.552573   56.795608
Forecast for Asia and Product 166:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.682189   19.453974   49.079781
31 2025-08-31  33.651692   18.908854   49.306734
32 2025-09-30  33.622179   17.542502   48.893341
33 2025-10-31  33.591682   18.767696   48.120930
34 2025-11-30  33.562169   18.672207   49.284228
13:57:22 - cmdstanpy - INFO - Chain [1] start processing
13:57:22 - cmdstanpy - INFO - Chain [1] done processing
13:57:22 - cmdstanpy - INFO - Chain [1] start processing
13:57:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 167:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.368085   -1.243385   47.396301
31 2025-08-31  21.262626   -3.623456   43.815420
32 2025-09-30  20.192826   -2.194720   44.344914
33 2025-10-31  19.087366   -7.125717   41.939176
34 2025-11-30  18.017566   -5.124814   40.480541
Forecast for Asia and Product 168:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.512183   41.676426   75.513588
31 2025-08-31  59.261880   40.323301   77.432656
32 2025-09-30  59.987394   43.805403   78.292168
33 2025-10-31  60.737092   43.546253   79.519615
34 2025-11-30  61.462606   42.559486   79.610414
13:57:23 - cmdstanpy - INFO - Chain [1] start processing
13:57:23 - cmdstanpy - INFO - Chain [1] done processing
13:57:23 - cmdstanpy - INFO - Chain [1] start processing
13:57:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 169:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.684361   15.052035   55.601440
31 2025-08-31  35.547294   14.816137   55.745751
32 2025-09-30  35.414648   15.479193   55.153331
33 2025-10-31  35.277581   16.023605   55.779756
34 2025-11-30  35.144935   15.830692   55.576487
Forecast for Asia and Product 170:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.120379   23.533097   64.440874
31 2025-08-31  44.268529   24.835721   65.134296
32 2025-09-30  44.411900   24.618793   64.838376
33 2025-10-31  44.560050   23.927472   65.370537
34 2025-11-30  44.703420   23.967742   63.818744
13:57:23 - cmdstanpy - INFO - Chain [1] start processing
13:57:23 - cmdstanpy - INFO - Chain [1] done processing
13:57:23 - cmdstanpy - INFO - Chain [1] start processing
13:57:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 171:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.813283   30.541017   70.128332
31 2025-08-31  50.083427   28.867444   69.844846
32 2025-09-30  50.344856   31.660064   70.846350
33 2025-10-31  50.615000   30.041153   71.835712
34 2025-11-30  50.876430   31.260569   70.769942
Forecast for Asia and Product 172:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.645792    0.399642   49.131735
31 2025-08-31  22.972743    1.036030   47.594313
32 2025-09-30  22.321404    0.674081   44.814260
33 2025-10-31  21.648355   -3.064226   44.751740
34 2025-11-30  20.997017   -4.352100   43.371360
13:57:23 - cmdstanpy - INFO - Chain [1] start processing
13:57:23 - cmdstanpy - INFO - Chain [1] done processing
13:57:24 - cmdstanpy - INFO - Chain [1] start processing
13:57:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 173:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.638416   22.066979   57.859033
31 2025-08-31  40.908754   24.599868   60.255974
32 2025-09-30  41.170371   22.138210   58.172173
33 2025-10-31  41.440709   24.339941   59.025009
34 2025-11-30  41.702326   24.675905   59.769707
Forecast for Asia and Product 174:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.238220   21.880750   54.944271
31 2025-08-31  38.321042   21.162174   56.541499
32 2025-09-30  38.401193   22.187385   57.009351
33 2025-10-31  38.484016   21.590651   55.950414
34 2025-11-30  38.564166   20.929107   56.399270
13:57:24 - cmdstanpy - INFO - Chain [1] start processing
13:57:24 - cmdstanpy - INFO - Chain [1] done processing
13:57:24 - cmdstanpy - INFO - Chain [1] start processing
13:57:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 175:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.816705    9.290391   45.816117
31 2025-08-31  26.163945    8.883342   45.380566
32 2025-09-30  25.532242    8.010712   42.352830
33 2025-10-31  24.879482    6.281186   42.607960
34 2025-11-30  24.247778    6.475949   42.939935
Forecast for Asia and Product 176:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.608234   15.057309   42.813129
31 2025-08-31  28.946538   14.676340   43.169148
32 2025-09-30  28.306186   13.552880   42.486017
33 2025-10-31  27.644490   12.724417   41.231699
34 2025-11-30  27.004138   13.151669   41.218299
13:57:24 - cmdstanpy - INFO - Chain [1] start processing
13:57:24 - cmdstanpy - INFO - Chain [1] done processing
13:57:24 - cmdstanpy - INFO - Chain [1] start processing
13:57:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 177:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.077759   24.619437   60.559829
31 2025-08-31  42.106694   24.246333   61.091618
32 2025-09-30  42.134696   23.937465   60.913552
33 2025-10-31  42.163631   24.227635   60.934187
34 2025-11-30  42.191633   23.172305   60.536546
Forecast for Asia and Product 178:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.585477    6.320194   39.062078
31 2025-08-31  22.700952    6.205715   38.575266
32 2025-09-30  21.844960    5.529846   37.816116
33 2025-10-31  20.960435    3.868545   38.332741
34 2025-11-30  20.104444    3.179779   37.128415
13:57:24 - cmdstanpy - INFO - Chain [1] start processing
13:57:24 - cmdstanpy - INFO - Chain [1] done processing
13:57:25 - cmdstanpy - INFO - Chain [1] start processing
13:57:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 179:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.117798   18.880553   64.629228
31 2025-08-31  41.063583   18.658966   63.316628
32 2025-09-30  41.011117   18.675854   63.815940
33 2025-10-31  40.956902   16.656164   62.969110
34 2025-11-30  40.904435   15.907216   64.174131
Forecast for Asia and Product 180:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.494416   17.236090   52.398671
31 2025-08-31  35.507044   17.963963   52.826658
32 2025-09-30  35.519264   18.036494   53.354495
33 2025-10-31  35.531892   18.308930   52.862216
34 2025-11-30  35.544112   17.309165   52.927362
13:57:25 - cmdstanpy - INFO - Chain [1] start processing
13:57:25 - cmdstanpy - INFO - Chain [1] done processing
13:57:25 - cmdstanpy - INFO - Chain [1] start processing
13:57:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 181:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.086582   11.205611   57.347443
31 2025-08-31  33.505219    9.646755   56.474709
32 2025-09-30  32.942609    9.895778   57.756390
33 2025-10-31  32.361246    8.535010   56.655617
34 2025-11-30  31.798636    9.261646   55.827728
Forecast for Asia and Product 182:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  63.092740   44.426916   80.122808
31 2025-08-31  64.137269   47.640920   80.474017
32 2025-09-30  65.148103   47.843353   81.246219
33 2025-10-31  66.192632   49.784517   84.555920
34 2025-11-30  67.203467   49.340493   83.523593
13:57:25 - cmdstanpy - INFO - Chain [1] start processing
13:57:25 - cmdstanpy - INFO - Chain [1] done processing
13:57:25 - cmdstanpy - INFO - Chain [1] start processing
13:57:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 183:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.152677   30.209365   63.503028
31 2025-08-31  46.552505   30.221870   63.035542
32 2025-09-30  46.939435   30.837498   63.739743
33 2025-10-31  47.339263   32.525955   62.813940
34 2025-11-30  47.726193   32.707295   64.793721
Forecast for Asia and Product 184:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.892938    9.181056   57.319791
31 2025-08-31  33.506838    9.683739   57.281598
32 2025-09-30  33.133193    9.189317   57.196436
33 2025-10-31  32.747093   10.404786   56.808169
34 2025-11-30  32.373448    8.162502   55.152255
13:57:26 - cmdstanpy - INFO - Chain [1] start processing
13:57:26 - cmdstanpy - INFO - Chain [1] done processing
13:57:26 - cmdstanpy - INFO - Chain [1] start processing
13:57:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 185:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.358335   22.227948   49.943854
31 2025-08-31  35.314451   20.719252   49.617641
32 2025-09-30  35.271984   20.631078   49.511522
33 2025-10-31  35.228100   21.606747   48.816576
34 2025-11-30  35.185632   21.377005   49.654641
Forecast for Asia and Product 186:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.255635   30.047640   56.786627
31 2025-08-31  44.689308   31.446017   57.955708
32 2025-09-30  45.108991   32.754570   59.189794
33 2025-10-31  45.542664   33.126313   58.793161
34 2025-11-30  45.962347   33.283509   58.839048
13:57:26 - cmdstanpy - INFO - Chain [1] start processing
13:57:26 - cmdstanpy - INFO - Chain [1] done processing
13:57:26 - cmdstanpy - INFO - Chain [1] start processing
13:57:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 187:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.158548   18.190726   56.578907
31 2025-08-31  38.110838   18.260089   57.553600
32 2025-09-30  38.064668   18.130144   57.259838
33 2025-10-31  38.016959   17.319263   57.174646
34 2025-11-30  37.970788   18.614866   57.942482
Forecast for Asia and Product 188:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.317196   24.916804   67.770665
31 2025-08-31  47.881795   26.492699   70.101472
32 2025-09-30  48.428181   25.559591   69.862396
33 2025-10-31  48.992780   28.783015   71.813812
34 2025-11-30  49.539166   27.115961   71.142656
13:57:26 - cmdstanpy - INFO - Chain [1] start processing
13:57:26 - cmdstanpy - INFO - Chain [1] done processing
13:57:26 - cmdstanpy - INFO - Chain [1] start processing
13:57:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 189:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.732060   27.232144   62.465094
31 2025-08-31  44.929096   29.004599   62.265709
32 2025-09-30  45.119776   27.530268   62.522567
33 2025-10-31  45.316812   27.276325   62.788450
34 2025-11-30  45.507491   28.967432   64.114427
Forecast for Asia and Product 190:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.852713   14.551809   54.152270
31 2025-08-31  34.721322   14.496812   54.674578
32 2025-09-30  34.594170   14.908127   55.360814
33 2025-10-31  34.462779   13.671385   53.535341
34 2025-11-30  34.335627   13.659745   54.660957
13:57:27 - cmdstanpy - INFO - Chain [1] start processing
13:57:27 - cmdstanpy - INFO - Chain [1] done processing
13:57:27 - cmdstanpy - INFO - Chain [1] start processing
13:57:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 191:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.834633   29.116079   53.702437
31 2025-08-31  41.598328   29.367733   54.594641
32 2025-09-30  41.369646   28.078298   54.761560
33 2025-10-31  41.133341   30.113245   53.060071
34 2025-11-30  40.904658   27.673805   52.286876
Forecast for Asia and Product 192:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.331031   21.997393   61.603211
31 2025-08-31  42.637492   22.381675   62.466925
32 2025-09-30  42.934068   22.570728   63.422473
33 2025-10-31  43.240529   24.994653   63.902550
34 2025-11-30  43.537105   23.216429   63.057197
13:57:27 - cmdstanpy - INFO - Chain [1] start processing
13:57:27 - cmdstanpy - INFO - Chain [1] done processing
13:57:27 - cmdstanpy - INFO - Chain [1] start processing
13:57:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 193:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.744978   21.714025   58.597399
31 2025-08-31  39.690741   19.895005   57.550493
32 2025-09-30  39.638253   21.638147   57.963348
33 2025-10-31  39.584016   21.313321   59.573711
34 2025-11-30  39.531528   19.237413   56.305168
Forecast for Asia and Product 194:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.124509   21.264593   46.322301
31 2025-08-31  32.721771   19.582437   46.482804
32 2025-09-30  32.332025   18.725281   45.338040
33 2025-10-31  31.929287   18.684539   45.415130
34 2025-11-30  31.539541   18.694552   44.537785
13:57:27 - cmdstanpy - INFO - Chain [1] start processing
13:57:27 - cmdstanpy - INFO - Chain [1] done processing
13:57:27 - cmdstanpy - INFO - Chain [1] start processing
13:57:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 195:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.201707   15.960821   50.543268
31 2025-08-31  33.006885   15.576909   50.365483
32 2025-09-30  32.818347   16.162370   49.434909
33 2025-10-31  32.623525   15.623897   48.883636
34 2025-11-30  32.434987   16.653286   49.013062
Forecast for Asia and Product 196:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.226656    5.795634   46.127012
31 2025-08-31  25.733356    6.060661   45.152260
32 2025-09-30  25.255969    6.049630   44.461616
33 2025-10-31  24.762668    3.787691   45.114229
34 2025-11-30  24.285281    2.914751   43.590621
13:57:28 - cmdstanpy - INFO - Chain [1] start processing
13:57:28 - cmdstanpy - INFO - Chain [1] done processing
13:57:28 - cmdstanpy - INFO - Chain [1] start processing
13:57:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 197:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.697710   30.573638   70.008722
31 2025-08-31  51.358584   31.259072   71.453350
32 2025-09-30  51.998139   33.217378   70.270425
33 2025-10-31  52.659013   34.084649   71.607790
34 2025-11-30  53.298569   33.953700   71.643335
Forecast for Asia and Product 198:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.673182   21.955347   57.302880
31 2025-08-31  39.778566   22.474273   57.715333
32 2025-09-30  39.880551   22.618865   56.754732
33 2025-10-31  39.985935   22.721378   57.792547
34 2025-11-30  40.087920   23.291739   57.252417
13:57:28 - cmdstanpy - INFO - Chain [1] start processing
13:57:28 - cmdstanpy - INFO - Chain [1] done processing
13:57:28 - cmdstanpy - INFO - Chain [1] start processing
13:57:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 199:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  41.858883   22.020445   64.142490
30 2025-08-31  42.131786   20.951164   64.226695
31 2025-09-30  42.395886   22.478583   62.997174
32 2025-10-31  42.668790   21.469376   63.111493
33 2025-11-30  42.932890   21.872747   64.709433
Forecast for Asia and Product 200:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.762142   29.170644   73.109379
31 2025-08-31  52.064288   30.421166   74.523317
32 2025-09-30  52.356687   30.436501   75.643655
33 2025-10-31  52.658832   29.387462   74.625846
34 2025-11-30  52.951231   29.792708   75.785502
13:57:28 - cmdstanpy - INFO - Chain [1] start processing
13:57:28 - cmdstanpy - INFO - Chain [1] done processing
13:57:28 - cmdstanpy - INFO - Chain [1] start processing
13:57:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 201:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.098112   16.507643   59.170466
31 2025-08-31  35.931366   13.179460   58.030150
32 2025-09-30  35.769998   15.339314   57.762736
33 2025-10-31  35.603252   14.409448   56.223626
34 2025-11-30  35.441885   12.223632   58.478948
Forecast for Asia and Product 202:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.685979    2.942734   47.277081
31 2025-08-31  24.955828    4.492227   45.864974
32 2025-09-30  24.249231    2.883167   45.225116
33 2025-10-31  23.519080    2.946045   43.069660
34 2025-11-30  22.812482    0.427179   43.879867
13:57:29 - cmdstanpy - INFO - Chain [1] start processing
13:57:29 - cmdstanpy - INFO - Chain [1] done processing
13:57:29 - cmdstanpy - INFO - Chain [1] start processing
13:57:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 203:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.364613   29.440446   73.336718
31 2025-08-31  53.131989   31.901497   75.478741
32 2025-09-30  53.874612   32.465742   75.435620
33 2025-10-31  54.641989   33.718069   75.258020
34 2025-11-30  55.384611   33.905625   75.497292
Forecast for Asia and Product 204:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.398136   23.082778   55.876400
31 2025-08-31  38.335821   22.216315   55.620464
32 2025-09-30  38.275517   20.408454   55.333793
33 2025-10-31  38.213202   20.650493   55.931035
34 2025-11-30  38.152898   23.508437   55.203823
13:57:29 - cmdstanpy - INFO - Chain [1] start processing
13:57:29 - cmdstanpy - INFO - Chain [1] done processing
13:57:29 - cmdstanpy - INFO - Chain [1] start processing
13:57:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 205:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.396032   36.000392   80.238249
31 2025-08-31  58.109627   35.560338   80.886225
32 2025-09-30  58.800202   35.683076   80.632018
33 2025-10-31  59.513797   36.403742   85.596515
34 2025-11-30  60.204373   37.629161   83.103308
Forecast for Asia and Product 206:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.503397   26.762022   63.351183
31 2025-08-31  44.778751   25.894617   64.658188
32 2025-09-30  45.045224   26.383019   62.870423
33 2025-10-31  45.320578   25.443084   63.870518
34 2025-11-30  45.587051   26.341439   64.879816
13:57:29 - cmdstanpy - INFO - Chain [1] start processing
13:57:29 - cmdstanpy - INFO - Chain [1] done processing
13:57:30 - cmdstanpy - INFO - Chain [1] start processing
13:57:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 207:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.561322   15.682200   42.327865
31 2025-08-31  27.869233   13.958925   40.837642
32 2025-09-30  27.199468   13.974559   40.119857
33 2025-10-31  26.507378   14.028538   40.555184
34 2025-11-30  25.837614   11.326378   38.181021
Forecast for Asia and Product 208:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.080646   39.127698   77.784183
31 2025-08-31  58.863335   37.329262   78.222343
32 2025-09-30  59.620777   39.594835   79.348083
33 2025-10-31  60.403466   41.441355   79.493699
34 2025-11-30  61.160908   41.603994   80.594626
13:57:30 - cmdstanpy - INFO - Chain [1] start processing
13:57:30 - cmdstanpy - INFO - Chain [1] done processing
13:57:30 - cmdstanpy - INFO - Chain [1] start processing
13:57:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 209:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.031288    6.464372   47.730043
31 2025-08-31  25.237718    4.126063   44.677755
32 2025-09-30  24.469747    4.904277   45.047477
33 2025-10-31  23.676177    2.578679   41.937580
34 2025-11-30  22.908206    1.807689   42.531283
Forecast for Asia and Product 210:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.274797   12.494057   57.529662
31 2025-08-31  35.976727    9.707245   58.600492
32 2025-09-30  35.688273   12.196207   59.763171
33 2025-10-31  35.390203   11.805907   58.271490
34 2025-11-30  35.101749    9.630167   59.150042
13:57:30 - cmdstanpy - INFO - Chain [1] start processing
13:57:30 - cmdstanpy - INFO - Chain [1] done processing
13:57:30 - cmdstanpy - INFO - Chain [1] start processing
13:57:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 211:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.713025   21.506753   49.092311
31 2025-08-31  35.380905   22.103178   49.777232
32 2025-09-30  35.059499   22.190218   49.605354
33 2025-10-31  34.727379   20.389036   48.387162
34 2025-11-30  34.405973   20.851579   48.163052
Forecast for Asia and Product 212:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.065618   30.678507   68.020817
31 2025-08-31  48.474726   29.718037   67.837088
32 2025-09-30  48.870637   30.373507   68.587132
33 2025-10-31  49.279746   30.623945   68.133166
34 2025-11-30  49.675657   30.357867   68.332240
13:57:30 - cmdstanpy - INFO - Chain [1] start processing
13:57:30 - cmdstanpy - INFO - Chain [1] done processing
13:57:31 - cmdstanpy - INFO - Chain [1] start processing
13:57:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 213:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.332320   22.227526   67.670454
31 2025-08-31  44.252108   20.801365   66.130227
32 2025-09-30  44.174483   21.922638   65.261492
33 2025-10-31  44.094271   21.804942   66.556814
34 2025-11-30  44.016646   21.300540   66.003021
Forecast for Asia and Product 214:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.961545   11.351451   59.546339
31 2025-08-31  35.624098   11.161548   60.550426
32 2025-09-30  35.297537    8.567828   61.896104
33 2025-10-31  34.960090   10.785769   60.468791
34 2025-11-30  34.633529    8.877752   60.016484
13:57:31 - cmdstanpy - INFO - Chain [1] start processing
13:57:31 - cmdstanpy - INFO - Chain [1] done processing
13:57:31 - cmdstanpy - INFO - Chain [1] start processing
13:57:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 215:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.063588   17.279610   56.095309
31 2025-08-31  36.904295   16.139964   56.173720
32 2025-09-30  36.750139   16.772355   55.983175
33 2025-10-31  36.590845   16.953669   55.404221
34 2025-11-30  36.436690   16.373365   54.955792
Forecast for Asia and Product 216:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.567863   23.107950   61.534342
31 2025-08-31  40.795220   22.123743   58.711362
32 2025-09-30  41.015242   21.893230   58.661214
33 2025-10-31  41.242598   22.285133   60.190813
34 2025-11-30  41.462620   22.078767   59.656026
13:57:31 - cmdstanpy - INFO - Chain [1] start processing
13:57:31 - cmdstanpy - INFO - Chain [1] done processing
13:57:31 - cmdstanpy - INFO - Chain [1] start processing
13:57:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 217:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  35.28817   15.580688   54.176398
31 2025-08-31  35.06156   16.530262   55.170338
32 2025-09-30  34.84226   14.809398   53.902959
33 2025-10-31  34.61565   15.153670   53.387405
34 2025-11-30  34.39635   16.148402   53.672553
Forecast for Asia and Product 218:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.470271   16.312621   51.226648
31 2025-08-31  34.260238   17.179058   52.289696
32 2025-09-30  34.056979   17.315321   49.520569
33 2025-10-31  33.846946   16.540702   50.033383
34 2025-11-30  33.643688   18.254231   50.847174
13:57:31 - cmdstanpy - INFO - Chain [1] start processing
13:57:31 - cmdstanpy - INFO - Chain [1] done processing
13:57:32 - cmdstanpy - INFO - Chain [1] start processing
13:57:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 219:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.347455   26.874021   69.234918
31 2025-08-31  48.798561   28.402870   68.406358
32 2025-09-30  49.235115   28.263286   70.419958
33 2025-10-31  49.686220   27.528788   69.036127
34 2025-11-30  50.122774   28.577234   72.155590
Forecast for Asia and Product 220:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.895706    4.872210   44.067685
31 2025-08-31  24.246723    4.569854   44.306957
32 2025-09-30  23.618674    3.092626   43.627625
33 2025-10-31  22.969690    3.488783   43.548177
34 2025-11-30  22.341642    1.441688   41.339609
13:57:32 - cmdstanpy - INFO - Chain [1] start processing
13:57:32 - cmdstanpy - INFO - Chain [1] done processing
13:57:32 - cmdstanpy - INFO - Chain [1] start processing
13:57:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 221:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.410750   15.713280   62.996810
31 2025-08-31  39.510639   15.990380   62.661457
32 2025-09-30  39.607306   17.322101   63.597051
33 2025-10-31  39.707195   16.822527   62.990268
34 2025-11-30  39.803862   16.535260   64.136622
Forecast for Asia and Product 222:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.699597   37.408829   69.855671
31 2025-08-31  54.166751   38.710614   70.278241
32 2025-09-30  54.618835   38.236978   70.681162
33 2025-10-31  55.085989   39.699626   71.211232
34 2025-11-30  55.538073   40.123902   71.731521
13:57:32 - cmdstanpy - INFO - Chain [1] start processing
13:57:32 - cmdstanpy - INFO - Chain [1] done processing
13:57:32 - cmdstanpy - INFO - Chain [1] start processing
13:57:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 223:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.641213   21.206415   53.483068
31 2025-08-31  37.417084   20.700276   52.755742
32 2025-09-30  37.200185   21.704217   53.990427
33 2025-10-31  36.976056   20.726529   53.114252
34 2025-11-30  36.759157   20.931011   52.485354
13:57:33 - cmdstanpy - INFO - Chain [1] start processing
13:57:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 224:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.863552   16.131913   52.168494
31 2025-08-31  33.717082   16.046308   52.079521
32 2025-09-30  33.575338   15.110181   51.504590
33 2025-10-31  33.428869   15.251772   51.109339
34 2025-11-30  33.287125   15.030705   50.580032
Forecast for Asia and Product 225:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.964958   16.744346   67.153167
31 2025-08-31  41.977805   17.777692   67.353840
32 2025-09-30  41.990238   16.180585   67.236339
33 2025-10-31  42.003085   17.767594   66.320522
34 2025-11-30  42.015518   17.960882   67.602660
13:57:33 - cmdstanpy - INFO - Chain [1] start processing
13:57:33 - cmdstanpy - INFO - Chain [1] done processing
13:57:33 - cmdstanpy - INFO - Chain [1] start processing
13:57:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 226:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.610675   34.595777   72.407893
31 2025-08-31  54.289015   34.938472   73.427766
32 2025-09-30  54.945473   35.857446   73.472364
33 2025-10-31  55.623813   36.948621   75.162618
34 2025-11-30  56.280271   36.785588   75.559702
Forecast for Asia and Product 227:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.541809   33.093710   65.651053
31 2025-08-31  49.114785   33.289020   65.885937
32 2025-09-30  49.669278   33.343137   66.785759
33 2025-10-31  50.242253   35.129592   66.089648
34 2025-11-30  50.796746   35.139252   67.412704
13:57:33 - cmdstanpy - INFO - Chain [1] start processing
13:57:33 - cmdstanpy - INFO - Chain [1] done processing
13:57:33 - cmdstanpy - INFO - Chain [1] start processing
13:57:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 228:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.360680   27.796560   68.592556
31 2025-08-31  48.626401   28.111319   67.263246
32 2025-09-30  48.883551   29.062195   69.185746
33 2025-10-31  49.149273   29.997459   69.596978
34 2025-11-30  49.406423   30.363483   67.938013
Forecast for Asia and Product 229:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.568992   28.140059   74.498867
31 2025-08-31  50.798888   30.083674   73.409807
32 2025-09-30  51.021368   29.990619   74.373521
33 2025-10-31  51.251264   29.200117   73.256746
34 2025-11-30  51.473744   30.938759   74.969409
13:57:33 - cmdstanpy - INFO - Chain [1] start processing
13:57:33 - cmdstanpy - INFO - Chain [1] done processing
13:57:34 - cmdstanpy - INFO - Chain [1] start processing
13:57:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 230:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.835614   28.548367   79.122266
31 2025-08-31  54.646439   26.522335   81.074933
32 2025-09-30  55.431108   28.942576   79.840760
33 2025-10-31  56.241932   30.367679   80.972205
34 2025-11-30  57.026601   32.009326   84.001030
Forecast for Asia and Product 231:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.856860   22.447471   53.789455
31 2025-08-31  37.669908   22.959675   53.035959
32 2025-09-30  37.488987   22.141997   53.094664
33 2025-10-31  37.302036   23.087214   52.622889
34 2025-11-30  37.121115   21.034032   52.238100
13:57:34 - cmdstanpy - INFO - Chain [1] start processing
13:57:34 - cmdstanpy - INFO - Chain [1] done processing
13:57:34 - cmdstanpy - INFO - Chain [1] start processing
13:57:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 232:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.991660   26.204789   72.648850
31 2025-08-31  48.300848   24.349598   70.991244
32 2025-09-30  48.600061   24.464136   74.245367
33 2025-10-31  48.909248   23.378369   74.615057
34 2025-11-30  49.208461   26.618488   75.243092
Forecast for Asia and Product 233:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.885269    6.966911   37.742486
31 2025-08-31  21.063121    6.382735   36.432297
32 2025-09-30  20.267494    4.857204   34.811533
33 2025-10-31  19.445347    4.612478   34.651858
34 2025-11-30  18.649720    3.378541   34.056850
13:57:34 - cmdstanpy - INFO - Chain [1] start processing
13:57:34 - cmdstanpy - INFO - Chain [1] done processing
13:57:34 - cmdstanpy - INFO - Chain [1] start processing
13:57:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 234:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.360107   21.696521   55.562235
31 2025-08-31  38.142366   22.012348   53.219642
32 2025-09-30  37.931649   21.468198   54.581223
33 2025-10-31  37.713909   19.947645   53.202218
34 2025-11-30  37.503192   18.698566   53.557050
Forecast for Asia and Product 235:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.155345   44.576600   80.492739
31 2025-08-31  63.023186   45.365843   79.885058
32 2025-09-30  63.863032   45.895311   81.878724
33 2025-10-31  64.730872   45.897419   82.770108
34 2025-11-30  65.570718   48.759584   83.804044
13:57:35 - cmdstanpy - INFO - Chain [1] start processing
13:57:35 - cmdstanpy - INFO - Chain [1] done processing
13:57:35 - cmdstanpy - INFO - Chain [1] start processing
13:57:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 236:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.352531   10.977345   44.408147
31 2025-08-31  26.735804   10.788222   43.700210
32 2025-09-30  26.138970    9.431826   42.574814
33 2025-10-31  25.522243   10.244001   41.957276
34 2025-11-30  24.925410    8.621837   42.497292
Forecast for Asia and Product 237:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.642741   33.016645   71.200661
31 2025-08-31  53.198092   31.828969   73.430460
32 2025-09-30  53.735530   33.311942   71.402101
33 2025-10-31  54.290881   34.225981   74.922937
34 2025-11-30  54.828318   34.498879   73.854383
13:57:35 - cmdstanpy - INFO - Chain [1] start processing
13:57:35 - cmdstanpy - INFO - Chain [1] done processing
13:57:35 - cmdstanpy - INFO - Chain [1] start processing
13:57:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 238:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.715388   15.611518   48.465571
31 2025-08-31  32.346417   15.507922   49.288329
32 2025-09-30  31.989347   15.667108   47.572078
33 2025-10-31  31.620376   14.890226   49.755431
34 2025-11-30  31.263307   13.498087   48.960050
Forecast for Asia and Product 239:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  37.469528   18.174983   56.622688
30 2025-08-31  37.085288   19.556731   55.607541
31 2025-09-30  36.713443   17.377030   54.956497
32 2025-10-31  36.329203   18.726628   55.642785
33 2025-11-30  35.957357   16.702235   54.491798
13:57:35 - cmdstanpy - INFO - Chain [1] start processing
13:57:35 - cmdstanpy - INFO - Chain [1] done processing
13:57:35 - cmdstanpy - INFO - Chain [1] start processing
13:57:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 240:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.299554    8.182141   39.990522
31 2025-08-31  23.790292    8.577060   39.376038
32 2025-09-30  23.297458    7.712271   39.919387
33 2025-10-31  22.788196    7.945612   38.135648
34 2025-11-30  22.295362    5.879426   38.278581
Forecast for Asia and Product 241:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.045258   20.900910   57.536680
31 2025-08-31  39.047303   20.577732   56.461569
32 2025-09-30  39.049282   20.479708   56.880076
33 2025-10-31  39.051327   20.902773   57.869976
34 2025-11-30  39.053306   19.887927   57.446470
13:57:36 - cmdstanpy - INFO - Chain [1] start processing
13:57:36 - cmdstanpy - INFO - Chain [1] done processing
13:57:36 - cmdstanpy - INFO - Chain [1] start processing
13:57:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 242:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.795141   17.419291   44.024270
31 2025-08-31  30.483582   18.017246   43.313288
32 2025-09-30  30.182073   17.198092   43.202343
33 2025-10-31  29.870514   16.498978   42.602555
34 2025-11-30  29.569005   16.507348   41.518570
Forecast for Asia and Product 243:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.636348   30.050781   65.233680
31 2025-08-31  48.141523   31.349328   66.126391
32 2025-09-30  48.630403   29.977852   65.701854
33 2025-10-31  49.135578   31.914727   67.589639
34 2025-11-30  49.624457   31.835881   67.226420
13:57:36 - cmdstanpy - INFO - Chain [1] start processing
13:57:36 - cmdstanpy - INFO - Chain [1] done processing
13:57:36 - cmdstanpy - INFO - Chain [1] start processing
13:57:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 244:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.690763   10.975543   42.860256
31 2025-08-31  25.884511    9.398436   42.545423
32 2025-09-30  25.104268    7.328728   40.753898
33 2025-10-31  24.298016    9.043805   41.189287
34 2025-11-30  23.517772    6.823579   40.387676
Forecast for Asia and Product 245:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.339825   18.969813   67.880261
31 2025-08-31  43.216138   18.663756   65.751697
32 2025-09-30  43.096441   20.378580   66.392901
33 2025-10-31  42.972754   17.933442   68.190721
34 2025-11-30  42.853056   19.165292   67.669593
13:57:36 - cmdstanpy - INFO - Chain [1] start processing
13:57:36 - cmdstanpy - INFO - Chain [1] done processing
13:57:36 - cmdstanpy - INFO - Chain [1] start processing
13:57:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 246:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.358500    3.956507   45.014131
31 2025-08-31  23.555514    3.087658   45.654142
32 2025-09-30  22.778431    1.841523   44.304939
33 2025-10-31  21.975446    0.612709   42.323459
34 2025-11-30  21.198363    0.144044   40.279056
Forecast for Asia and Product 247:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  63.540438   47.593257   79.212220
31 2025-08-31  64.830521   49.305487   81.381011
32 2025-09-30  66.078988   48.135909   82.795755
33 2025-10-31  67.369070   51.278467   84.119793
34 2025-11-30  68.617537   52.711197   85.669840
13:57:37 - cmdstanpy - INFO - Chain [1] start processing
13:57:37 - cmdstanpy - INFO - Chain [1] done processing
13:57:37 - cmdstanpy - INFO - Chain [1] start processing
13:57:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 248:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.585685   26.370988   57.749915
31 2025-08-31  41.705805   25.974598   57.592603
32 2025-09-30  41.822050   26.674243   57.331978
33 2025-10-31  41.942170   25.683611   57.371935
34 2025-11-30  42.058415   26.234820   57.051432
Forecast for Asia and Product 249:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.533876   12.896112   44.412016
31 2025-08-31  27.045361   10.919531   43.327608
32 2025-09-30  26.572603   12.037393   42.810483
33 2025-10-31  26.084088    9.657314   40.650528
34 2025-11-30  25.611330    9.820732   41.358286
13:57:37 - cmdstanpy - INFO - Chain [1] start processing
13:57:37 - cmdstanpy - INFO - Chain [1] done processing
13:57:37 - cmdstanpy - INFO - Chain [1] start processing
13:57:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 250:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.243123    5.362182   35.459316
31 2025-08-31  19.275212    4.733040   34.194148
32 2025-09-30  18.338525    3.821195   33.363318
33 2025-10-31  17.370615    2.622845   32.752130
34 2025-11-30  16.433927    1.951270   30.939192
Forecast for Asia and Product 251:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.082742   11.981918   56.249542
31 2025-08-31  33.601649   10.731938   55.352482
32 2025-09-30  33.136075   11.320551   57.128304
33 2025-10-31  32.654981   10.681672   53.799232
34 2025-11-30  32.189407    9.912053   51.676819
13:57:37 - cmdstanpy - INFO - Chain [1] start processing
13:57:37 - cmdstanpy - INFO - Chain [1] done processing
13:57:38 - cmdstanpy - INFO - Chain [1] start processing
13:57:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 252:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.469574   23.726525   53.295023
31 2025-08-31  37.750456   22.283248   54.074200
32 2025-09-30  38.022278   22.248778   54.368909
33 2025-10-31  38.303160   23.781732   52.997493
34 2025-11-30  38.574981   22.791376   54.724803
Forecast for Asia and Product 253:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.250832   24.402879   69.512990
31 2025-08-31  47.497179   27.434619   70.923570
32 2025-09-30  47.735579   25.054001   70.461948
33 2025-10-31  47.981926   24.875164   70.393625
34 2025-11-30  48.220326   27.763887   71.403647
13:57:38 - cmdstanpy - INFO - Chain [1] start processing
13:57:38 - cmdstanpy - INFO - Chain [1] done processing
13:57:38 - cmdstanpy - INFO - Chain [1] start processing
13:57:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 254:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.257910   30.202425   69.670919
31 2025-08-31  52.169204   33.157773   71.304370
32 2025-09-30  53.051101   33.301841   74.014315
33 2025-10-31  53.962395   33.939862   74.981489
34 2025-11-30  54.844292   35.958584   74.863777
Forecast for Asia and Product 255:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.759842    8.045219   43.593044
31 2025-08-31  25.138461    7.827086   43.816128
32 2025-09-30  24.537125    5.216412   43.599521
33 2025-10-31  23.915744    5.041608   43.145285
34 2025-11-30  23.314407    4.463850   41.908776
13:57:38 - cmdstanpy - INFO - Chain [1] start processing
13:57:38 - cmdstanpy - INFO - Chain [1] done processing
13:57:38 - cmdstanpy - INFO - Chain [1] start processing
13:57:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 256:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.652093    0.550937   29.165556
31 2025-08-31  14.635925   -0.679416   29.189249
32 2025-09-30  13.652536   -0.658739   28.301166
33 2025-10-31  12.636368   -2.536228   27.862057
34 2025-11-30  11.652979   -3.798593   27.325432
Forecast for Asia and Product 257:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.328373    4.114035   38.725698
31 2025-08-31  20.304323    1.884809   35.622740
32 2025-09-30  19.313308    3.047410   34.754965
33 2025-10-31  18.289258    1.692576   34.449890
34 2025-11-30  17.298242    0.764575   33.824817
13:57:38 - cmdstanpy - INFO - Chain [1] start processing
13:57:38 - cmdstanpy - INFO - Chain [1] done processing
13:57:39 - cmdstanpy - INFO - Chain [1] start processing
13:57:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 258:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.152810   14.654052   51.621688
31 2025-08-31  33.884371   13.626719   51.306186
32 2025-09-30  33.624591   16.013970   52.985141
33 2025-10-31  33.356152   14.031114   52.255262
34 2025-11-30  33.096372   14.069077   51.795904
Forecast for Asia and Product 259:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.127648    9.701731   54.078299
31 2025-08-31  30.638621    8.718503   54.677571
32 2025-09-30  30.165369    8.233241   52.174459
33 2025-10-31  29.676343    7.858826   53.234369
34 2025-11-30  29.203091    5.619098   53.567589
13:57:39 - cmdstanpy - INFO - Chain [1] start processing
13:57:39 - cmdstanpy - INFO - Chain [1] done processing
13:57:39 - cmdstanpy - INFO - Chain [1] start processing
13:57:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 260:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  51.609731   29.851727   73.362559
30 2025-08-31  52.083933   29.749329   73.752259
31 2025-09-30  52.542838   32.294696   73.639497
32 2025-10-31  53.017040   32.617839   74.059132
33 2025-11-30  53.475945   32.420156   74.384880
Forecast for Asia and Product 261:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.433441   18.161487   58.362127
31 2025-08-31  38.554088   18.904651   58.502706
32 2025-09-30  38.670844   21.038023   59.541980
33 2025-10-31  38.791491   19.386835   59.128876
34 2025-11-30  38.908246   18.513193   59.089343
13:57:39 - cmdstanpy - INFO - Chain [1] start processing
13:57:39 - cmdstanpy - INFO - Chain [1] done processing
13:57:39 - cmdstanpy - INFO - Chain [1] start processing
13:57:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 262:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.418640   21.240540   57.072862
31 2025-08-31  39.522336   21.005923   56.309651
32 2025-09-30  39.622687   21.435866   56.154319
33 2025-10-31  39.726384   23.066977   58.460435
34 2025-11-30  39.826735   21.701521   57.270938
Forecast for Asia and Product 263:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.895203    7.254519   31.795145
31 2025-08-31  19.001693    6.776219   31.759776
32 2025-09-30  18.137005    5.349333   30.448994
33 2025-10-31  17.243495    5.239820   30.465765
34 2025-11-30  16.378808    3.432698   29.359679
13:57:39 - cmdstanpy - INFO - Chain [1] start processing
13:57:39 - cmdstanpy - INFO - Chain [1] done processing
13:57:40 - cmdstanpy - INFO - Chain [1] start processing
13:57:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 264:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.924553   26.059095   64.189070
31 2025-08-31  44.683954   26.185346   63.195000
32 2025-09-30  44.451116   26.679764   63.502301
33 2025-10-31  44.210516   25.987321   62.445798
34 2025-11-30  43.977678   26.081462   62.847834
Forecast for Asia and Product 265:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.625773   24.880206   60.736269
31 2025-08-31  42.809998   24.805975   60.066468
32 2025-09-30  42.988280   23.309194   61.953385
33 2025-10-31  43.172505   25.122145   61.620852
34 2025-11-30  43.350787   25.374094   60.810209
13:57:40 - cmdstanpy - INFO - Chain [1] start processing
13:57:40 - cmdstanpy - INFO - Chain [1] done processing
13:57:40 - cmdstanpy - INFO - Chain [1] start processing
13:57:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 266:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.677924   30.616914   66.605387
31 2025-08-31  49.196767   32.902899   66.339720
32 2025-09-30  49.698873   31.217308   66.287488
33 2025-10-31  50.217716   32.131168   67.996210
34 2025-11-30  50.719822   32.596426   68.387287
Forecast for Asia and Product 267:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.164446    4.715205   42.071246
31 2025-08-31  22.149490    1.628308   40.837872
32 2025-09-30  21.167273    2.941735   40.243477
33 2025-10-31  20.152317    2.542149   39.240265
34 2025-11-30  19.170101   -0.811003   36.857801
13:57:40 - cmdstanpy - INFO - Chain [1] start processing
13:57:40 - cmdstanpy - INFO - Chain [1] done processing
13:57:40 - cmdstanpy - INFO - Chain [1] start processing
13:57:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 268:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.962812   24.536742   58.766445
31 2025-08-31  42.122294   26.929145   58.814234
32 2025-09-30  42.276633   25.087221   58.900920
33 2025-10-31  42.436115   25.726450   59.082602
34 2025-11-30  42.590453   25.699936   60.583258
Forecast for Asia and Product 269:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.355054   27.584445   62.747586
31 2025-08-31  45.940341   27.368189   63.405826
32 2025-09-30  46.506748   28.033939   64.908578
33 2025-10-31  47.092035   29.376495   64.924903
34 2025-11-30  47.658442   30.264045   66.378148
13:57:40 - cmdstanpy - INFO - Chain [1] start processing
13:57:41 - cmdstanpy - INFO - Chain [1] done processing
13:57:41 - cmdstanpy - INFO - Chain [1] start processing
13:57:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 270:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.938581   29.356116   70.594485
31 2025-08-31  50.052932   30.058449   69.710324
32 2025-09-30  50.163594   31.504864   71.183725
33 2025-10-31  50.277945   29.706419   70.934673
34 2025-11-30  50.388607   29.643090   71.485818
Forecast for Asia and Product 271:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.873974    4.730184   43.888639
31 2025-08-31  24.274962    3.061121   45.175894
32 2025-09-30  23.695274    4.071070   44.786212
33 2025-10-31  23.096262    1.972223   43.289378
34 2025-11-30  22.516573    3.013085   44.147212
13:57:41 - cmdstanpy - INFO - Chain [1] start processing
13:57:41 - cmdstanpy - INFO - Chain [1] done processing
13:57:41 - cmdstanpy - INFO - Chain [1] start processing
13:57:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 272:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.968086   22.897854   76.279203
31 2025-08-31  50.198077   22.682582   75.832956
32 2025-09-30  50.420648   23.101552   76.080414
33 2025-10-31  50.650639   24.481251   77.934360
34 2025-11-30  50.873210   25.244881   78.022419
Forecast for Asia and Product 273:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.619186   16.613982   51.917898
31 2025-08-31  34.055053   15.980554   51.833493
32 2025-09-30  33.509117   17.286806   50.819694
33 2025-10-31  32.944983   16.641163   51.155513
34 2025-11-30  32.399047   15.642363   50.460445
13:57:41 - cmdstanpy - INFO - Chain [1] start processing
13:57:41 - cmdstanpy - INFO - Chain [1] done processing
13:57:41 - cmdstanpy - INFO - Chain [1] start processing
13:57:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 274:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.202959   28.054824   75.625642
31 2025-08-31  52.598632   27.892203   75.353109
32 2025-09-30  52.981542   29.215442   77.027123
33 2025-10-31  53.377216   28.927073   75.943324
34 2025-11-30  53.760126   30.326145   76.377905
Forecast for Asia and Product 275:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.259573   18.771283   58.206225
31 2025-08-31  37.276397   17.060554   56.066055
32 2025-09-30  37.292678   16.521436   57.120613
33 2025-10-31  37.309502   17.684125   56.540627
34 2025-11-30  37.325783   17.991630   56.159289
13:57:41 - cmdstanpy - INFO - Chain [1] start processing
13:57:42 - cmdstanpy - INFO - Chain [1] done processing
13:57:42 - cmdstanpy - INFO - Chain [1] start processing
13:57:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 276:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.053969   29.220024   85.220652
31 2025-08-31  58.951287   28.711230   88.107829
32 2025-09-30  59.819660   32.903798   90.601470
33 2025-10-31  60.716978   32.095403   88.333877
34 2025-11-30  61.585351   33.047215   90.959517
Forecast for Asia and Product 277:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.909528   10.880149   42.521281
31 2025-08-31  26.194837   10.390392   42.448654
32 2025-09-30  25.503201    9.843337   41.119573
33 2025-10-31  24.788511    8.093924   41.135977
34 2025-11-30  24.096875    8.306343   40.267983
13:57:42 - cmdstanpy - INFO - Chain [1] start processing
13:57:42 - cmdstanpy - INFO - Chain [1] done processing
13:57:42 - cmdstanpy - INFO - Chain [1] start processing
13:57:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 278:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.217031   16.121243   64.261100
31 2025-08-31  40.100354   16.495699   62.462746
32 2025-09-30  39.987440   16.301614   64.043232
33 2025-10-31  39.870763   14.893663   62.076250
34 2025-11-30  39.757849   17.627871   64.391175
Forecast for Asia and Product 279:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.148693   28.505441   71.211554
31 2025-08-31  49.458584   28.661365   68.762207
32 2025-09-30  49.758478   30.067032   70.727195
33 2025-10-31  50.068369   30.337171   70.621368
34 2025-11-30  50.368263   28.965201   69.960612
13:57:42 - cmdstanpy - INFO - Chain [1] start processing
13:57:42 - cmdstanpy - INFO - Chain [1] done processing
13:57:42 - cmdstanpy - INFO - Chain [1] start processing
13:57:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 280:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.410131   17.752016   56.295489
31 2025-08-31  37.392961   18.622780   58.640040
32 2025-09-30  37.376345   18.728274   56.313621
33 2025-10-31  37.359175   18.865580   56.893147
34 2025-11-30  37.342559   18.092940   57.157825
Forecast for Asia and Product 281:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.872779   12.865250   46.174094
31 2025-08-31  30.556614   13.906223   46.928626
32 2025-09-30  30.250648   13.175556   46.045550
33 2025-10-31  29.934484   12.882254   46.071055
34 2025-11-30  29.628518   12.264560   45.038244
13:57:43 - cmdstanpy - INFO - Chain [1] start processing
13:57:43 - cmdstanpy - INFO - Chain [1] done processing
13:57:43 - cmdstanpy - INFO - Chain [1] start processing
13:57:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 282:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.027711   13.691879   57.940568
31 2025-08-31  35.872138   15.545434   57.417103
32 2025-09-30  35.721582   14.075011   57.680063
33 2025-10-31  35.566008   13.751733   57.360567
34 2025-11-30  35.415453   14.255631   56.445612
Forecast for Asia and Product 283:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.456563   17.364616   54.685074
31 2025-08-31  36.320971   17.074705   55.679865
32 2025-09-30  36.189753   18.988120   54.655820
33 2025-10-31  36.054161   17.902561   55.276647
34 2025-11-30  35.922943   17.218034   55.421021
13:57:43 - cmdstanpy - INFO - Chain [1] start processing
13:57:43 - cmdstanpy - INFO - Chain [1] done processing
13:57:43 - cmdstanpy - INFO - Chain [1] start processing
13:57:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 284:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.928944    1.746184   42.825130
31 2025-08-31  20.936472    1.620125   41.446703
32 2025-09-30  19.976016    0.693677   39.967803
33 2025-10-31  18.983544    0.486758   36.818807
34 2025-11-30  18.023088   -2.077188   40.090807
Forecast for Asia and Product 285:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.250084   31.620699   67.588291
31 2025-08-31  49.229963   30.892985   67.798233
32 2025-09-30  49.210492   31.940986   66.434362
33 2025-10-31  49.190371   31.825483   67.189491
34 2025-11-30  49.170900   30.354373   66.989875
13:57:43 - cmdstanpy - INFO - Chain [1] start processing
13:57:43 - cmdstanpy - INFO - Chain [1] done processing
13:57:44 - cmdstanpy - INFO - Chain [1] start processing
13:57:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 286:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.043455    0.098825   46.006156
31 2025-08-31  22.130207    0.206178   43.631024
32 2025-09-30  21.246418   -0.888559   44.377097
33 2025-10-31  20.333169   -2.349853   41.210767
34 2025-11-30  19.449380   -3.453783   40.993572
Forecast for Asia and Product 287:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.740741   32.192778   69.836679
31 2025-08-31  51.139061   32.998718   70.642447
32 2025-09-30  51.524532   33.170775   71.073417
33 2025-10-31  51.922853   33.056959   70.916289
34 2025-11-30  52.308324   33.124674   71.026493
13:57:44 - cmdstanpy - INFO - Chain [1] start processing
13:57:44 - cmdstanpy - INFO - Chain [1] done processing
13:57:44 - cmdstanpy - INFO - Chain [1] start processing
13:57:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 288:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.771026    6.961024   48.456691
31 2025-08-31  28.603038    6.848900   50.480890
32 2025-09-30  28.440468    7.911521   48.635434
33 2025-10-31  28.272480    6.694767   49.497353
34 2025-11-30  28.109910    6.028181   49.408499
Forecast for Asia and Product 289:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.415924    8.358364   48.559180
31 2025-08-31  27.947834    6.605726   49.510341
32 2025-09-30  27.494844    6.171055   48.507223
33 2025-10-31  27.026754    5.867067   49.768873
34 2025-11-30  26.573763    6.217948   46.394310
13:57:44 - cmdstanpy - INFO - Chain [1] start processing
13:57:44 - cmdstanpy - INFO - Chain [1] done processing
13:57:44 - cmdstanpy - INFO - Chain [1] start processing
13:57:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 290:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.772162   24.707214   65.151960
31 2025-08-31  45.085704   26.395436   66.116127
32 2025-09-30  45.389132   25.261709   64.852209
33 2025-10-31  45.702674   26.353468   66.432513
34 2025-11-30  46.006102   25.769045   67.053356
Forecast for Asia and Product 291:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.449492   18.809943   67.208031
31 2025-08-31  43.618228   19.533026   68.144940
32 2025-09-30  43.781521   20.506351   68.195006
33 2025-10-31  43.950257   18.876393   67.742132
34 2025-11-30  44.113550   19.900542   67.634018
13:57:44 - cmdstanpy - INFO - Chain [1] start processing
13:57:44 - cmdstanpy - INFO - Chain [1] done processing
13:57:45 - cmdstanpy - INFO - Chain [1] start processing
13:57:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 292:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  68.821123   52.608134   88.447808
31 2025-08-31  69.958290   51.566057   88.203440
32 2025-09-30  71.058774   53.347832   90.175567
33 2025-10-31  72.195941   53.730404   90.120459
34 2025-11-30  73.296426   55.447691   91.973569
Forecast for Asia and Product 293:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.750402   26.534542   57.084768
31 2025-08-31  41.958514   27.129838   58.324749
32 2025-09-30  42.159913   26.086955   57.794387
33 2025-10-31  42.368025   26.637903   58.177769
34 2025-11-30  42.569423   26.699955   57.226378
13:57:45 - cmdstanpy - INFO - Chain [1] start processing
13:57:45 - cmdstanpy - INFO - Chain [1] done processing
13:57:45 - cmdstanpy - INFO - Chain [1] start processing
13:57:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 294:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.119751   24.670227   64.208693
31 2025-08-31  44.574107   23.555884   64.417407
32 2025-09-30  45.013806   26.971987   64.390203
33 2025-10-31  45.468161   26.726087   64.347105
34 2025-11-30  45.907860   25.037068   66.091456
Forecast for Asia and Product 295:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.035061   17.261380   50.549743
31 2025-08-31  32.892921   16.006616   50.925377
32 2025-09-30  32.755365   14.854579   49.686865
33 2025-10-31  32.613225   16.015630   48.698390
34 2025-11-30  32.475670   14.677631   50.149871
13:57:45 - cmdstanpy - INFO - Chain [1] start processing
13:57:45 - cmdstanpy - INFO - Chain [1] done processing
13:57:45 - cmdstanpy - INFO - Chain [1] start processing
13:57:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 296:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.090192   28.859528   62.496320
31 2025-08-31  46.300328   29.797030   63.066243
32 2025-09-30  46.503686   30.516521   62.186811
33 2025-10-31  46.713822   30.030531   64.511562
34 2025-11-30  46.917180   31.403000   63.513719
Forecast for Asia and Product 297:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.529200   -9.207246   37.684967
31 2025-08-31  14.266313   -7.976111   37.788657
32 2025-09-30  13.044163   -9.081581   37.485258
33 2025-10-31  11.781276   -8.835132   33.958589
34 2025-11-30  10.559126  -11.982881   34.864227
13:57:45 - cmdstanpy - INFO - Chain [1] start processing
13:57:46 - cmdstanpy - INFO - Chain [1] done processing
13:57:46 - cmdstanpy - INFO - Chain [1] start processing
13:57:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 298:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.843175   14.992605   57.115931
31 2025-08-31  36.563366   16.076173   58.835032
32 2025-09-30  36.292582   15.892896   58.428497
33 2025-10-31  36.012773   15.047443   56.590064
34 2025-11-30  35.741989   14.381130   55.917540
Forecast for Asia and Product 299:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.895496   40.044822   78.924577
31 2025-08-31  60.613786   40.931804   80.077681
32 2025-09-30  61.308904   43.040484   78.768999
33 2025-10-31  62.027194   43.287657   80.764254
34 2025-11-30  62.722312   43.496493   81.921687
13:57:46 - cmdstanpy - INFO - Chain [1] start processing
13:57:46 - cmdstanpy - INFO - Chain [1] done processing
13:57:46 - cmdstanpy - INFO - Chain [1] start processing
13:57:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 300:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.004371   26.401351   66.285254
31 2025-08-31  46.334175   26.902274   66.322825
32 2025-09-30  46.653340   26.283822   66.902407
33 2025-10-31  46.983143   28.014594   66.746908
34 2025-11-30  47.302308   28.865666   67.090061
Forecast for Asia and Product 301:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.220888   18.895533   63.810832
31 2025-08-31  42.220849   20.144061   62.154146
32 2025-09-30  42.220811   19.695887   65.681427
33 2025-10-31  42.220772   19.672175   64.581073
34 2025-11-30  42.220734   19.337197   64.386793
13:57:46 - cmdstanpy - INFO - Chain [1] start processing
13:57:46 - cmdstanpy - INFO - Chain [1] done processing
13:57:46 - cmdstanpy - INFO - Chain [1] start processing
13:57:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 302:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.450967   25.650507   68.643656
31 2025-08-31  46.391722   23.812878   67.151915
32 2025-09-30  46.334389   25.111070   67.996045
33 2025-10-31  46.275144   24.397385   66.485703
34 2025-11-30  46.217811   26.026813   69.116103
Forecast for Asia and Product 303:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.224030    7.916376   67.478827
31 2025-08-31  38.117461    8.921143   64.199027
32 2025-09-30  38.014330    8.146983   64.481806
33 2025-10-31  37.907762    8.627289   67.388453
34 2025-11-30  37.804631    9.250801   66.559182
13:57:46 - cmdstanpy - INFO - Chain [1] start processing
13:57:47 - cmdstanpy - INFO - Chain [1] done processing
13:57:47 - cmdstanpy - INFO - Chain [1] start processing
13:57:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 304:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.498297   16.178112   52.533720
31 2025-08-31  33.273436   13.958233   52.309197
32 2025-09-30  33.055828   15.140795   51.538233
33 2025-10-31  32.830967   13.564960   52.974530
34 2025-11-30  32.613359   13.491052   51.540646
Forecast for Asia and Product 305:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.865134   26.578702   60.313949
31 2025-08-31  44.109572   28.914643   59.831832
32 2025-09-30  44.346124   28.108569   60.187882
33 2025-10-31  44.590561   27.408901   60.259988
34 2025-11-30  44.827114   27.724561   60.368893
13:57:47 - cmdstanpy - INFO - Chain [1] start processing
13:57:47 - cmdstanpy - INFO - Chain [1] done processing
13:57:47 - cmdstanpy - INFO - Chain [1] start processing
13:57:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 306:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.564359   30.329361   73.043036
31 2025-08-31  51.938766   29.648905   73.812666
32 2025-09-30  52.301095   28.795487   73.299871
33 2025-10-31  52.675502   30.461339   75.448492
34 2025-11-30  53.037832   32.173973   76.148158
Forecast for Asia and Product 307:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.483941   28.882110   66.705277
31 2025-08-31  47.757770   29.148784   66.543049
32 2025-09-30  48.022765   27.889126   66.782154
33 2025-10-31  48.296594   27.664299   67.297111
34 2025-11-30  48.561589   28.694303   66.336140
13:57:47 - cmdstanpy - INFO - Chain [1] start processing
13:57:47 - cmdstanpy - INFO - Chain [1] done processing
13:57:47 - cmdstanpy - INFO - Chain [1] start processing
13:57:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 308:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  46.201734   26.323921   64.573885
30 2025-08-31  46.559795   26.332448   66.383993
31 2025-09-30  46.906306   27.364230   64.892472
32 2025-10-31  47.264367   28.237719   66.718874
33 2025-11-30  47.610878   29.546519   66.629665
Forecast for Asia and Product 309:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.554699   20.711041   52.654690
31 2025-08-31  36.145607   18.606017   51.395366
32 2025-09-30  35.749711   20.193912   51.443412
33 2025-10-31  35.340618   18.930674   51.156252
34 2025-11-30  34.944722   19.872668   50.950067
13:57:48 - cmdstanpy - INFO - Chain [1] start processing
13:57:48 - cmdstanpy - INFO - Chain [1] done processing
13:57:48 - cmdstanpy - INFO - Chain [1] start processing
13:57:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 310:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  31.283076   10.584494   50.296197
30 2025-08-31  30.690694    8.598301   51.798994
31 2025-09-30  30.117421   10.051288   50.941165
32 2025-10-31  29.525039    9.384344   52.263741
33 2025-11-30  28.951766    7.970948   48.251369
Forecast for Asia and Product 311:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.159639   27.363447   67.464155
31 2025-08-31  47.384469   27.034064   67.367718
32 2025-09-30  47.602047   26.399640   68.602814
33 2025-10-31  47.826877   27.372848   67.234900
34 2025-11-30  48.044454   28.053155   68.386535
13:57:48 - cmdstanpy - INFO - Chain [1] start processing
13:57:48 - cmdstanpy - INFO - Chain [1] done processing
13:57:48 - cmdstanpy - INFO - Chain [1] start processing
13:57:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 312:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.665787    7.933665   43.185350
31 2025-08-31  24.895756    6.916839   42.647059
32 2025-09-30  24.150563    5.615958   40.864501
33 2025-10-31  23.380532    5.350800   40.581121
34 2025-11-30  22.635340    5.900434   39.329920
Forecast for Asia and Product 313:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.644269   18.433969   46.533267
31 2025-08-31  32.380189   17.971871   46.606142
32 2025-09-30  32.124627   18.739767   46.376931
33 2025-10-31  31.860546   18.080247   45.126555
34 2025-11-30  31.604984   16.770453   45.160627
13:57:48 - cmdstanpy - INFO - Chain [1] start processing
13:57:48 - cmdstanpy - INFO - Chain [1] done processing
13:57:48 - cmdstanpy - INFO - Chain [1] start processing
13:57:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 314:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.838190   27.060223   64.064356
31 2025-08-31  45.234958   24.126902   64.167256
32 2025-09-30  45.618927   25.246665   64.771266
33 2025-10-31  46.015696   26.156411   65.595158
34 2025-11-30  46.399665   25.577441   66.750142
Forecast for Asia and Product 315:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.159831    9.275579   51.419951
31 2025-08-31  29.721174    8.609936   50.421098
32 2025-09-30  29.296667    7.654846   50.727347
33 2025-10-31  28.858010    6.575687   49.414640
34 2025-11-30  28.433504    7.336487   50.098644
13:57:49 - cmdstanpy - INFO - Chain [1] start processing
13:57:49 - cmdstanpy - INFO - Chain [1] done processing
13:57:49 - cmdstanpy - INFO - Chain [1] start processing
13:57:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 316:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.968403   21.513100   58.129420
31 2025-08-31  40.227232   21.365056   57.918946
32 2025-09-30  40.477711   21.230209   60.231457
33 2025-10-31  40.736540   21.963869   60.218424
34 2025-11-30  40.987019   22.231565   59.469138
Forecast for Asia and Product 317:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.502094   10.772588   53.707768
31 2025-08-31  31.175243   10.981662   52.789571
32 2025-09-30  30.858935    9.622113   53.558596
33 2025-10-31  30.532084    9.425969   50.965403
34 2025-11-30  30.215777    8.970186   52.963928
13:57:49 - cmdstanpy - INFO - Chain [1] start processing
13:57:49 - cmdstanpy - INFO - Chain [1] done processing
13:57:49 - cmdstanpy - INFO - Chain [1] start processing
13:57:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 318:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.671754   17.847318   66.275776
31 2025-08-31  42.626461   16.274771   65.548751
32 2025-09-30  42.582629   19.340187   66.826293
33 2025-10-31  42.537336   17.960939   66.430215
34 2025-11-30  42.493504   21.398071   68.015955
Forecast for Asia and Product 319:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.583008    9.310495   37.882021
31 2025-08-31  22.695813    7.452777   38.282197
32 2025-09-30  21.837237    6.530170   35.715268
33 2025-10-31  20.950042    6.708532   35.862680
34 2025-11-30  20.091467    6.392634   34.606250
13:57:49 - cmdstanpy - INFO - Chain [1] start processing
13:57:49 - cmdstanpy - INFO - Chain [1] done processing
13:57:49 - cmdstanpy - INFO - Chain [1] start processing
13:57:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 320:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.979513   22.046482   68.851726
31 2025-08-31  46.076458   22.878278   69.175461
32 2025-09-30  46.170275   23.692641   71.738820
33 2025-10-31  46.267220   21.785895   69.589523
34 2025-11-30  46.361038   22.284828   69.767233
Forecast for Asia and Product 321:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.766867   20.166895   60.451297
31 2025-08-31  39.575664   18.011129   61.438988
32 2025-09-30  39.390630   18.613743   60.705768
33 2025-10-31  39.199427   18.686013   60.279029
34 2025-11-30  39.014393   17.860157   61.218571
13:57:50 - cmdstanpy - INFO - Chain [1] start processing
13:57:50 - cmdstanpy - INFO - Chain [1] done processing
13:57:50 - cmdstanpy - INFO - Chain [1] start processing
13:57:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 322:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.891042   24.047855   60.333736
31 2025-08-31  41.765636   22.925869   59.455533
32 2025-09-30  41.644276   23.706530   59.581197
33 2025-10-31  41.518870   24.303560   59.647233
34 2025-11-30  41.397510   23.631033   58.651121
Forecast for Asia and Product 323:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.000573   23.107441   54.260330
31 2025-08-31  38.938061   22.023517   54.189705
32 2025-09-30  38.877566   22.865390   54.936070
33 2025-10-31  38.815055   23.322233   54.347432
34 2025-11-30  38.754560   23.191307   53.510731
13:57:50 - cmdstanpy - INFO - Chain [1] start processing
13:57:50 - cmdstanpy - INFO - Chain [1] done processing
13:57:50 - cmdstanpy - INFO - Chain [1] start processing
13:57:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 324:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.944763   10.192737   55.243982
31 2025-08-31  32.548140   11.642138   54.295925
32 2025-09-30  32.164310   10.813496   53.960864
33 2025-10-31  31.767687   10.608276   52.863724
34 2025-11-30  31.383858   10.766906   54.133137
Forecast for Asia and Product 325:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.011731   22.020661   51.517186
31 2025-08-31  35.800559   20.345929   50.477314
32 2025-09-30  35.596199   20.640968   50.412299
33 2025-10-31  35.385027   19.147206   50.153808
34 2025-11-30  35.180667   20.134127   50.592986
13:57:50 - cmdstanpy - INFO - Chain [1] start processing
13:57:50 - cmdstanpy - INFO - Chain [1] done processing
13:57:50 - cmdstanpy - INFO - Chain [1] start processing
13:57:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 326:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.450187    9.487655   39.696616
31 2025-08-31  24.746140    8.946382   40.145368
32 2025-09-30  24.064804    8.535333   38.411498
33 2025-10-31  23.360757    7.952984   38.971481
34 2025-11-30  22.679421    7.061517   38.009715
Forecast for Asia and Product 327:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.528671   31.800091   69.670278
31 2025-08-31  50.887583   32.866412   70.001086
32 2025-09-30  51.234918   33.055817   70.028521
33 2025-10-31  51.593830   33.183028   71.042778
34 2025-11-30  51.941165   32.898260   70.145072
13:57:51 - cmdstanpy - INFO - Chain [1] start processing
13:57:51 - cmdstanpy - INFO - Chain [1] done processing
13:57:51 - cmdstanpy - INFO - Chain [1] start processing
13:57:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 328:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.894420    6.672014   44.756586
31 2025-08-31  25.148635    5.793133   44.221569
32 2025-09-30  24.426907    4.935426   43.231940
33 2025-10-31  23.681122    5.038274   43.427902
34 2025-11-30  22.959395    3.648242   43.683326
Forecast for Asia and Product 329:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.968885   26.061736   65.790303
31 2025-08-31  46.298005   28.419787   65.440257
32 2025-09-30  46.616508   27.070036   64.663058
33 2025-10-31  46.945628   27.323634   65.251121
34 2025-11-30  47.264132   27.663583   66.402886
13:57:51 - cmdstanpy - INFO - Chain [1] start processing
13:57:51 - cmdstanpy - INFO - Chain [1] done processing
13:57:51 - cmdstanpy - INFO - Chain [1] start processing
13:57:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 330:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.990523   18.719279   70.378134
31 2025-08-31  45.525780   19.096394   71.519757
32 2025-09-30  46.043771   20.485592   70.180530
33 2025-10-31  46.579028   22.092711   71.883912
34 2025-11-30  47.097019   23.731913   74.352080
Forecast for Asia and Product 331:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.417667   18.599697   57.472209
31 2025-08-31  38.412186   17.003365   58.480963
32 2025-09-30  38.406883   18.576167   59.440673
33 2025-10-31  38.401402   17.564967   57.170273
34 2025-11-30  38.396099   17.677407   59.375485
13:57:51 - cmdstanpy - INFO - Chain [1] start processing
13:57:51 - cmdstanpy - INFO - Chain [1] done processing
13:57:52 - cmdstanpy - INFO - Chain [1] start processing
13:57:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 332:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.210903   27.074985   60.112744
31 2025-08-31  44.338853   26.648694   60.826482
32 2025-09-30  44.462675   27.947636   60.851938
33 2025-10-31  44.590624   28.489902   61.405309
34 2025-11-30  44.714446   27.032500   61.364124
Forecast for Asia and Product 333:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.063722   24.359559   57.499349
31 2025-08-31  41.036957   24.346539   58.029224
32 2025-09-30  41.011055   24.256462   57.704681
33 2025-10-31  40.984290   25.581150   58.199469
34 2025-11-30  40.958389   23.919250   57.056153
13:57:52 - cmdstanpy - INFO - Chain [1] start processing
13:57:52 - cmdstanpy - INFO - Chain [1] done processing
13:57:52 - cmdstanpy - INFO - Chain [1] start processing
13:57:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 334:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.680761   14.879927   53.716375
31 2025-08-31  33.504429   14.683114   52.115815
32 2025-09-30  33.333786   13.630954   52.713144
33 2025-10-31  33.157455   13.181584   50.868203
34 2025-11-30  32.986812   13.598566   53.185536
Forecast for Asia and Product 335:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.741142   24.286909   56.532130
31 2025-08-31  39.872223   24.870808   57.259061
32 2025-09-30  39.999075   25.061649   56.819635
33 2025-10-31  40.130156   24.264913   55.716531
34 2025-11-30  40.257008   23.600953   56.717695
13:57:52 - cmdstanpy - INFO - Chain [1] start processing
13:57:52 - cmdstanpy - INFO - Chain [1] done processing
13:57:52 - cmdstanpy - INFO - Chain [1] start processing
13:57:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 336:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.009719   19.241241   63.273899
31 2025-08-31  41.242746   18.696710   63.780605
32 2025-09-30  41.468257   18.426619   64.287856
33 2025-10-31  41.701285   18.743275   61.556253
34 2025-11-30  41.926795   17.573397   65.252898
Forecast for Asia and Product 337:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.851837   42.108056   64.962028
31 2025-08-31  53.778409   42.542643   65.890989
32 2025-09-30  54.675092   43.229301   65.743207
33 2025-10-31  55.601665   44.831748   67.674526
34 2025-11-30  56.498348   44.523426   67.360931
13:57:52 - cmdstanpy - INFO - Chain [1] start processing
13:57:52 - cmdstanpy - INFO - Chain [1] done processing
13:57:53 - cmdstanpy - INFO - Chain [1] start processing
13:57:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 338:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.679678   37.361543   72.980456
31 2025-08-31  55.431355   37.165740   73.259036
32 2025-09-30  56.158784   39.754131   73.827679
33 2025-10-31  56.910461   40.042790   75.053576
34 2025-11-30  57.637891   40.384488   74.232394
Forecast for Asia and Product 339:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.100862   36.568321   61.146685
31 2025-08-31  49.665757   36.890685   62.408315
32 2025-09-30  50.212429   37.438490   63.452580
33 2025-10-31  50.777323   38.357429   62.119761
34 2025-11-30  51.323995   39.014339   64.001716
13:57:53 - cmdstanpy - INFO - Chain [1] start processing
13:57:53 - cmdstanpy - INFO - Chain [1] done processing
13:57:53 - cmdstanpy - INFO - Chain [1] start processing
13:57:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 340:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.566709   24.126764   46.414076
31 2025-08-31  35.382786   23.921095   46.156278
32 2025-09-30  35.204796   23.932207   46.216605
33 2025-10-31  35.020873   23.704457   46.534082
34 2025-11-30  34.842883   23.978097   46.321839
Forecast for Asia and Product 341:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.404168   17.528121   54.231447
31 2025-08-31  36.033049   16.654246   54.607333
32 2025-09-30  35.673902   18.142097   56.333626
33 2025-10-31  35.302783   18.351080   55.296033
34 2025-11-30  34.943636   16.860456   53.905934
13:57:53 - cmdstanpy - INFO - Chain [1] start processing
13:57:53 - cmdstanpy - INFO - Chain [1] done processing
13:57:53 - cmdstanpy - INFO - Chain [1] start processing
13:57:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 342:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.092711   21.989255   63.374902
31 2025-08-31  43.355942   24.011454   63.670622
32 2025-09-30  43.610682   23.193519   66.594812
33 2025-10-31  43.873913   23.877699   64.680494
34 2025-11-30  44.128653   23.502191   64.844455
13:57:54 - cmdstanpy - INFO - Chain [1] start processing
13:57:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 343:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.624907   17.050000   64.636138
31 2025-08-31  40.560820   16.190095   64.638373
32 2025-09-30  40.498801   17.719997   63.233170
33 2025-10-31  40.434714   17.372584   63.965285
34 2025-11-30  40.372695   16.732771   64.628695
Forecast for Asia and Product 344:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.229772   21.239491   64.886711
31 2025-08-31  43.602978   23.104068   67.394389
32 2025-09-30  43.964145   23.729759   64.997679
33 2025-10-31  44.337351   22.491457   65.291987
34 2025-11-30  44.698518   23.552270   65.969226
13:57:54 - cmdstanpy - INFO - Chain [1] start processing
13:57:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 345:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.869340    4.097508   41.225342
31 2025-08-31  21.140090    1.638796   40.445032
32 2025-09-30  20.434364    3.455576   37.701701
33 2025-10-31  19.705114    1.156297   37.305772
34 2025-11-30  18.999388    1.666298   36.469136
13:57:54 - cmdstanpy - INFO - Chain [1] start processing
13:57:54 - cmdstanpy - INFO - Chain [1] done processing
13:57:54 - cmdstanpy - INFO - Chain [1] start processing
13:57:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 346:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.564716   21.791795   59.766625
31 2025-08-31  40.397756   22.478778   61.190247
32 2025-09-30  40.236183   19.828814   59.015233
33 2025-10-31  40.069224   20.336909   59.160299
34 2025-11-30  39.907650   21.146052   58.941894
Forecast for Asia and Product 347:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.855395   13.063817   51.944089
31 2025-08-31  31.347372   11.475707   49.857497
32 2025-09-30  30.855737   13.177513   48.967863
33 2025-10-31  30.347714   10.456482   50.476477
34 2025-11-30  29.856079   11.076398   49.704785
13:57:54 - cmdstanpy - INFO - Chain [1] start processing
13:57:54 - cmdstanpy - INFO - Chain [1] done processing
13:57:55 - cmdstanpy - INFO - Chain [1] start processing
13:57:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 348:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.538132   21.830616   62.973778
31 2025-08-31  42.877312   21.930714   64.279800
32 2025-09-30  43.205551   22.066158   63.743449
33 2025-10-31  43.544731   22.495661   64.314172
34 2025-11-30  43.872969   21.288032   65.259709
Forecast for Asia and Product 349:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.573122   25.085650   63.078724
31 2025-08-31  43.659416   25.147206   61.064635
32 2025-09-30  43.742927   24.535189   63.483043
33 2025-10-31  43.829221   26.746876   63.720736
34 2025-11-30  43.912732   24.288616   61.456879
13:57:55 - cmdstanpy - INFO - Chain [1] start processing
13:57:55 - cmdstanpy - INFO - Chain [1] done processing
13:57:55 - cmdstanpy - INFO - Chain [1] start processing
13:57:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 350:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.120043   12.410751   55.113803
31 2025-08-31  32.525591    9.437091   54.568103
32 2025-09-30  31.950315   11.120991   54.421878
33 2025-10-31  31.355863    8.776734   53.783374
34 2025-11-30  30.780587    8.409095   52.224625
Forecast for Asia and Product 351:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.564420   14.720832   67.460297
31 2025-08-31  41.492270   14.435594   67.658286
32 2025-09-30  41.422446   16.167810   69.724573
33 2025-10-31  41.350295   13.023362   68.226120
34 2025-11-30  41.280472   14.571652   68.677672
13:57:55 - cmdstanpy - INFO - Chain [1] start processing
13:57:55 - cmdstanpy - INFO - Chain [1] done processing
13:57:55 - cmdstanpy - INFO - Chain [1] start processing
13:57:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 352:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.197938   27.676423   66.890815
31 2025-08-31  47.588593   26.971981   65.913626
32 2025-09-30  47.966647   28.474534   67.661346
33 2025-10-31  48.357303   30.221482   68.017611
34 2025-11-30  48.735356   27.755152   69.364838
Forecast for Asia and Product 353:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.626645   27.439527   73.025723
31 2025-08-31  51.006991   27.074096   73.788235
32 2025-09-30  51.375068   28.192427   75.979077
33 2025-10-31  51.755415   27.252047   74.321128
34 2025-11-30  52.123492   30.283485   75.205141
13:57:55 - cmdstanpy - INFO - Chain [1] start processing
13:57:55 - cmdstanpy - INFO - Chain [1] done processing
13:57:56 - cmdstanpy - INFO - Chain [1] start processing
13:57:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 354:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.372034   24.747282   67.446493
31 2025-08-31  45.565534   23.867584   66.482067
32 2025-09-30  45.752793   24.236060   66.902742
33 2025-10-31  45.946293   24.788879   68.523655
34 2025-11-30  46.133551   22.976136   67.289234
Forecast for Asia and Product 355:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.626802   27.561506   75.032693
31 2025-08-31  52.112964   26.374511   77.250618
32 2025-09-30  52.583443   29.572221   74.907215
33 2025-10-31  53.069605   30.770076   76.209069
34 2025-11-30  53.540084   29.016348   76.635501
13:57:56 - cmdstanpy - INFO - Chain [1] start processing
13:57:56 - cmdstanpy - INFO - Chain [1] done processing
13:57:56 - cmdstanpy - INFO - Chain [1] start processing
13:57:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 356:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.130788    8.805065   44.780161
31 2025-08-31  26.595051    9.041637   42.649050
32 2025-09-30  26.076596    8.938800   43.536927
33 2025-10-31  25.540859    7.716981   41.722788
34 2025-11-30  25.022404    7.420994   42.696047
Forecast for Asia and Product 357:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.526251   14.487936   55.672371
31 2025-08-31  33.955914   11.828454   53.772416
32 2025-09-30  33.403974   13.273564   54.038679
33 2025-10-31  32.833637   10.671463   52.690585
34 2025-11-30  32.281698   12.830602   53.843095
13:57:56 - cmdstanpy - INFO - Chain [1] start processing
13:57:56 - cmdstanpy - INFO - Chain [1] done processing
13:57:56 - cmdstanpy - INFO - Chain [1] start processing
13:57:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 358:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.451770   12.241886   57.069249
31 2025-08-31  34.100635   10.653882   55.353965
32 2025-09-30  33.760828   11.018960   56.051544
33 2025-10-31  33.409693   11.167184   55.192169
34 2025-11-30  33.069886    9.537713   53.909702
Forecast for Asia and Product 359:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.301710   29.365977   52.809279
31 2025-08-31  40.334259   30.079598   51.977931
32 2025-09-30  40.365758   28.637714   50.677838
33 2025-10-31  40.398308   29.583249   51.433279
34 2025-11-30  40.429807   29.427805   52.062749
13:57:56 - cmdstanpy - INFO - Chain [1] start processing
13:57:57 - cmdstanpy - INFO - Chain [1] done processing
13:57:57 - cmdstanpy - INFO - Chain [1] start processing
13:57:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 360:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.446997   21.024576   57.714449
31 2025-08-31  38.495500   19.918864   57.583345
32 2025-09-30  38.542439   20.280170   57.339109
33 2025-10-31  38.590942   20.220522   55.675563
34 2025-11-30  38.637881   21.102508   56.863739
Forecast for Asia and Product 361:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.142620   21.719829   60.301358
31 2025-08-31  41.062469   22.522856   62.622582
32 2025-09-30  40.984904   21.576696   63.868437
33 2025-10-31  40.904753   21.406203   60.983456
34 2025-11-30  40.827188   19.677111   60.616168
13:57:57 - cmdstanpy - INFO - Chain [1] start processing
13:57:57 - cmdstanpy - INFO - Chain [1] done processing
13:57:57 - cmdstanpy - INFO - Chain [1] start processing
13:57:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 362:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.687820   15.188907   56.268996
31 2025-08-31  35.226870   11.395527   57.292497
32 2025-09-30  34.780788   11.881760   57.942550
33 2025-10-31  34.319837   12.095051   57.819434
34 2025-11-30  33.873756   11.116112   56.858086
13:57:57 - cmdstanpy - INFO - Chain [1] start processing
13:57:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 363:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.645636   25.799253   66.965131
31 2025-08-31  45.594390   24.147786   65.843114
32 2025-09-30  45.544797   26.107860   67.668535
33 2025-10-31  45.493551   25.624228   66.239332
34 2025-11-30  45.443958   25.692678   65.707524
Forecast for Asia and Product 364:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.425958    9.053337   53.171901
31 2025-08-31  30.959579    8.783051   52.465155
32 2025-09-30  30.508245    8.269520   55.764263
33 2025-10-31  30.041866    6.631139   52.051308
34 2025-11-30  29.590531    7.442769   50.480513
13:57:57 - cmdstanpy - INFO - Chain [1] start processing
13:57:57 - cmdstanpy - INFO - Chain [1] done processing
13:57:58 - cmdstanpy - INFO - Chain [1] start processing
13:57:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 365:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.217755   34.492955   72.819794
31 2025-08-31  53.727869   34.317319   73.973801
32 2025-09-30  54.221527   33.983031   75.218734
33 2025-10-31  54.731640   35.285747   75.633987
34 2025-11-30  55.225298   36.570898   75.583616
Forecast for Asia and Product 366:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.762037   10.607144   51.896230
31 2025-08-31  30.246125    9.949279   50.838986
32 2025-09-30  29.746854    9.461528   52.033655
33 2025-10-31  29.230941    8.911176   48.462252
34 2025-11-30  28.731671    8.376604   49.564330
13:57:58 - cmdstanpy - INFO - Chain [1] start processing
13:57:58 - cmdstanpy - INFO - Chain [1] done processing
13:57:58 - cmdstanpy - INFO - Chain [1] start processing
13:57:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 367:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.504081   13.098659   66.280317
31 2025-08-31  39.350165   12.969225   67.797888
32 2025-09-30  39.201214   13.767700   65.964813
33 2025-10-31  39.047298   12.672566   66.304413
34 2025-11-30  38.898347   12.502818   64.530591
Forecast for Asia and Product 368:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.755722   17.706612   57.029135
31 2025-08-31  37.794383   19.489652   56.669299
32 2025-09-30  37.831798   18.296966   57.620125
33 2025-10-31  37.870460   19.314427   57.303641
34 2025-11-30  37.907874   17.769467   57.960558
13:57:58 - cmdstanpy - INFO - Chain [1] start processing
13:57:58 - cmdstanpy - INFO - Chain [1] done processing
13:57:58 - cmdstanpy - INFO - Chain [1] start processing
13:57:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 369:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.557813   18.192336   45.536977
31 2025-08-31  31.100652   17.736751   44.649155
32 2025-09-30  30.658238   17.015371   43.641877
33 2025-10-31  30.201077   17.167907   44.608163
34 2025-11-30  29.758662   16.678907   42.894435
Forecast for Asia and Product 370:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.010319   26.490868   64.125140
31 2025-08-31  47.488240   29.869690   66.731262
32 2025-09-30  47.950744   30.179837   66.979968
33 2025-10-31  48.428665   30.364173   68.143615
34 2025-11-30  48.891169   27.780256   67.553586
13:57:58 - cmdstanpy - INFO - Chain [1] start processing
13:57:59 - cmdstanpy - INFO - Chain [1] done processing
13:57:59 - cmdstanpy - INFO - Chain [1] start processing
13:57:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 371:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.731129   17.650002   57.581410
31 2025-08-31  37.427491   17.442036   58.090975
32 2025-09-30  37.133649   17.952535   57.214031
33 2025-10-31  36.830012   15.946320   57.677865
34 2025-11-30  36.536170   16.377368   55.426141
Forecast for Asia and Product 372:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.422478   17.530906   64.090972
31 2025-08-31  40.358928   15.696027   64.152594
32 2025-09-30  40.297427   17.945587   65.536770
33 2025-10-31  40.233876   16.992500   62.420054
34 2025-11-30  40.172376   17.386896   63.745162
13:57:59 - cmdstanpy - INFO - Chain [1] start processing
13:57:59 - cmdstanpy - INFO - Chain [1] done processing
13:57:59 - cmdstanpy - INFO - Chain [1] start processing
13:57:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 373:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.201550   31.969828   71.133321
31 2025-08-31  51.596879   31.195010   70.888366
32 2025-09-30  51.979455   33.690985   71.298881
33 2025-10-31  52.374784   33.494451   72.247167
34 2025-11-30  52.757361   34.598901   73.141528
Forecast for Asia and Product 374:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.675921   36.074208   70.709261
31 2025-08-31  54.140419   36.598616   71.521357
32 2025-09-30  54.589934   37.973214   72.094994
33 2025-10-31  55.054432   38.449570   72.657570
34 2025-11-30  55.503946   37.376593   73.566478
13:57:59 - cmdstanpy - INFO - Chain [1] start processing
13:57:59 - cmdstanpy - INFO - Chain [1] done processing
13:57:59 - cmdstanpy - INFO - Chain [1] start processing
13:57:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 375:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.959458   29.346754   58.716398
31 2025-08-31  44.224784   29.275962   59.922021
32 2025-09-30  44.481552   30.210595   59.461095
33 2025-10-31  44.746878   30.612062   60.482995
34 2025-11-30  45.003645   29.206894   60.810540
Forecast for Asia and Product 376:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.824544    2.364491   42.156674
31 2025-08-31  21.070420    0.969149   39.671016
32 2025-09-30  20.340623    0.417789   39.610647
33 2025-10-31  19.586499    0.436803   38.954364
34 2025-11-30  18.856702    0.368343   37.203145
13:58:00 - cmdstanpy - INFO - Chain [1] start processing
13:58:00 - cmdstanpy - INFO - Chain [1] done processing
13:58:00 - cmdstanpy - INFO - Chain [1] start processing
13:58:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 377:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.696673   21.495626   55.580112
31 2025-08-31  38.847654   21.731625   54.461040
32 2025-09-30  38.993764   22.090996   55.972464
33 2025-10-31  39.144745   22.524108   56.772664
34 2025-11-30  39.290856   23.297285   56.019642
Forecast for Asia and Product 378:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.697823   11.128806   58.262785
31 2025-08-31  34.483575   11.468431   60.014708
32 2025-09-30  34.276238    9.988977   59.512220
33 2025-10-31  34.061991    8.638989   57.844879
34 2025-11-30  33.854654   10.342834   58.200291
13:58:00 - cmdstanpy - INFO - Chain [1] start processing
13:58:00 - cmdstanpy - INFO - Chain [1] done processing
13:58:00 - cmdstanpy - INFO - Chain [1] start processing
13:58:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 379:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.703178   23.321275   61.357219
31 2025-08-31  42.914037   24.179741   62.452084
32 2025-09-30  43.118095   25.083700   63.514700
33 2025-10-31  43.328955   22.987309   63.917525
34 2025-11-30  43.533013   24.091205   62.873438
Forecast for Asia and Product 380:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.501150    7.419396   48.596325
31 2025-08-31  28.168919    8.576904   50.600455
32 2025-09-30  27.847406    6.776596   47.579606
33 2025-10-31  27.515175    7.562949   48.869670
34 2025-11-30  27.193661    5.814398   48.508568
13:58:00 - cmdstanpy - INFO - Chain [1] start processing
13:58:01 - cmdstanpy - INFO - Chain [1] done processing
13:58:01 - cmdstanpy - INFO - Chain [1] start processing
13:58:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 381:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.298702   14.147944   56.061159
31 2025-08-31  33.899352   12.667947   55.452132
32 2025-09-30  33.512884   13.921607   56.501040
33 2025-10-31  33.113534   12.147261   52.433308
34 2025-11-30  32.727066   10.411757   53.355419
Forecast for Asia and Product 382:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.715231   12.372418   50.807277
31 2025-08-31  31.296990   11.068620   52.456180
32 2025-09-30  30.892241   10.541269   51.508283
33 2025-10-31  30.474000   10.515259   49.631559
34 2025-11-30  30.069250    9.252532   50.048602
13:58:01 - cmdstanpy - INFO - Chain [1] start processing
13:58:01 - cmdstanpy - INFO - Chain [1] done processing
13:58:01 - cmdstanpy - INFO - Chain [1] start processing
13:58:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 383:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.369765   25.015889   51.946590
31 2025-08-31  39.352375   25.519378   52.241092
32 2025-09-30  39.335546   26.297791   51.502029
33 2025-10-31  39.318156   26.055006   53.250303
34 2025-11-30  39.301327   25.347462   52.819921
Forecast for Asia and Product 384:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.467005   21.327476   62.490720
31 2025-08-31  41.347750   19.422751   61.403926
32 2025-09-30  41.232341   20.330941   60.334874
33 2025-10-31  41.113086   19.093595   61.534166
34 2025-11-30  40.997677   21.234111   62.284888
13:58:01 - cmdstanpy - INFO - Chain [1] start processing
13:58:01 - cmdstanpy - INFO - Chain [1] done processing
13:58:01 - cmdstanpy - INFO - Chain [1] start processing
13:58:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 385:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.100129   16.055153   53.654460
31 2025-08-31  33.777898   15.561610   52.835177
32 2025-09-30  33.466062   12.823691   53.803551
33 2025-10-31  33.143831   15.018084   53.033235
34 2025-11-30  32.831994   12.263715   52.066519
Forecast for Asia and Product 386:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.693222   10.797776   51.652065
31 2025-08-31  30.332139    9.573650   50.074870
32 2025-09-30  29.982703   11.138568   50.592896
33 2025-10-31  29.621620    8.585737   49.057025
34 2025-11-30  29.272185    9.076816   48.923280
13:58:02 - cmdstanpy - INFO - Chain [1] start processing
13:58:02 - cmdstanpy - INFO - Chain [1] done processing
13:58:02 - cmdstanpy - INFO - Chain [1] start processing
13:58:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 387:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.215286   37.991712   75.621072
31 2025-08-31  57.998263   38.953223   77.825012
32 2025-09-30  58.755983   39.434037   77.428938
33 2025-10-31  59.538960   41.446334   78.754002
34 2025-11-30  60.296680   40.895289   80.119331
Forecast for Asia and Product 388:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.360415   11.060553   37.751011
31 2025-08-31  23.741653   10.879898   37.186834
32 2025-09-30  23.142852    9.349227   35.793890
33 2025-10-31  22.524091    8.483562   34.795641
34 2025-11-30  21.925290    8.730294   36.230136
13:58:02 - cmdstanpy - INFO - Chain [1] start processing
13:58:02 - cmdstanpy - INFO - Chain [1] done processing
13:58:02 - cmdstanpy - INFO - Chain [1] start processing
13:58:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 389:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.138133   32.938425   74.811420
31 2025-08-31  54.835359   32.525941   75.224470
32 2025-09-30  55.510094   35.463583   77.799631
33 2025-10-31  56.207320   36.022746   76.081953
34 2025-11-30  56.882055   34.591208   77.194703
Forecast for Asia and Product 390:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.037026   32.467853   68.044954
31 2025-08-31  50.181315   31.863533   68.468825
32 2025-09-30  50.320948   33.211120   68.454283
33 2025-10-31  50.465236   33.371350   67.447319
34 2025-11-30  50.604870   33.123722   70.341882
13:58:02 - cmdstanpy - INFO - Chain [1] start processing
13:58:02 - cmdstanpy - INFO - Chain [1] done processing
13:58:02 - cmdstanpy - INFO - Chain [1] start processing
13:58:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 391:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.213837   15.774301   46.687886
31 2025-08-31  30.695447   14.515582   46.556209
32 2025-09-30  30.193780   14.233915   45.138746
33 2025-10-31  29.675390   13.525859   46.584291
34 2025-11-30  29.173722   12.510385   45.077602
Forecast for Asia and Product 392:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.784725   19.939912   51.953447
31 2025-08-31  35.298861   20.263659   51.254312
32 2025-09-30  34.828670   19.831880   50.923002
33 2025-10-31  34.342805   17.508500   49.583305
34 2025-11-30  33.872614   17.748795   50.675808
13:58:03 - cmdstanpy - INFO - Chain [1] start processing
13:58:03 - cmdstanpy - INFO - Chain [1] done processing
13:58:03 - cmdstanpy - INFO - Chain [1] start processing
13:58:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 393:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.842661   18.253114   65.131871
31 2025-08-31  40.704017   17.249146   62.578050
32 2025-09-30  40.569846   15.845440   63.885959
33 2025-10-31  40.431202   17.558567   63.967607
34 2025-11-30  40.297031   16.220714   63.290025
Forecast for Asia and Product 394:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.850808   11.864454   60.234266
31 2025-08-31  35.518413   12.326948   60.984567
32 2025-09-30  35.196740   10.484674   57.292281
33 2025-10-31  34.864344   11.009872   58.850740
34 2025-11-30  34.542671   11.927522   56.995429
13:58:03 - cmdstanpy - INFO - Chain [1] start processing
13:58:03 - cmdstanpy - INFO - Chain [1] done processing
13:58:03 - cmdstanpy - INFO - Chain [1] start processing
13:58:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 395:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.029896   16.104048   47.964067
31 2025-08-31  31.506987   16.248155   46.695815
32 2025-09-30  31.000947   15.009429   46.555136
33 2025-10-31  30.478038   13.489385   45.208408
34 2025-11-30  29.971998   15.077775   45.009257
Forecast for Asia and Product 396:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.035435   10.085707   55.674668
31 2025-08-31  32.976636   10.950926   56.102000
32 2025-09-30  32.919734   10.213345   55.586456
33 2025-10-31  32.860935    9.257424   57.148755
34 2025-11-30  32.804033    9.415337   55.833940
13:58:03 - cmdstanpy - INFO - Chain [1] start processing
13:58:04 - cmdstanpy - INFO - Chain [1] done processing
13:58:04 - cmdstanpy - INFO - Chain [1] start processing
13:58:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 397:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.583462   34.905991   61.814431
31 2025-08-31  48.966999   35.466503   63.315619
32 2025-09-30  49.338163   35.870891   62.927526
33 2025-10-31  49.721700   36.111587   62.608991
34 2025-11-30  50.092864   37.187051   63.862324
Forecast for Asia and Product 398:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.016523   14.330292   49.656113
31 2025-08-31  32.453848   13.629025   49.697759
32 2025-09-30  31.909324   13.114907   50.189387
33 2025-10-31  31.346649   13.595781   49.830290
34 2025-11-30  30.802125   12.791095   49.219807
13:58:04 - cmdstanpy - INFO - Chain [1] start processing
13:58:04 - cmdstanpy - INFO - Chain [1] done processing
13:58:04 - cmdstanpy - INFO - Chain [1] start processing
13:58:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 399:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.111230    6.634001   59.502781
31 2025-08-31  31.497864    5.812398   56.170894
32 2025-09-30  30.904283    6.595065   56.083682
33 2025-10-31  30.290917    5.916304   55.434207
34 2025-11-30  29.697337    4.933096   52.724139
Forecast for Asia and Product 400:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.516595   24.929204   54.330934
31 2025-08-31  39.658439   24.955802   53.358825
32 2025-09-30  39.795707   25.494349   52.856357
33 2025-10-31  39.937551   26.268481   53.724605
34 2025-11-30  40.074819   25.455270   54.310506
13:58:04 - cmdstanpy - INFO - Chain [1] start processing
13:58:04 - cmdstanpy - INFO - Chain [1] done processing
13:58:04 - cmdstanpy - INFO - Chain [1] start processing
13:58:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 401:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.391744   18.939787   46.690286
31 2025-08-31  31.911656   18.020330   44.742125
32 2025-09-30  31.447055   18.213923   44.511390
33 2025-10-31  30.966967   16.854362   44.148237
34 2025-11-30  30.502365   16.959884   44.469575
Forecast for Asia and Product 402:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.270833   26.438315   60.207881
31 2025-08-31  43.644911   26.602078   59.943076
32 2025-09-30  44.006923   27.176217   60.459843
33 2025-10-31  44.381002   27.346493   60.022915
34 2025-11-30  44.743013   28.795378   59.997725
13:58:05 - cmdstanpy - INFO - Chain [1] start processing
13:58:05 - cmdstanpy - INFO - Chain [1] done processing
13:58:05 - cmdstanpy - INFO - Chain [1] start processing
13:58:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 403:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.237668   15.039881   56.120022
31 2025-08-31  34.849346   14.749854   56.605561
32 2025-09-30  34.473550   15.573706   56.630306
33 2025-10-31  34.085229   13.407348   55.786418
34 2025-11-30  33.709433   11.929985   54.960508
Forecast for Asia and Product 404:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.171291   27.977885   63.595989
31 2025-08-31  45.477800   27.572468   63.542223
32 2025-09-30  45.774421   28.220045   63.427213
33 2025-10-31  46.080930   27.539922   64.586110
34 2025-11-30  46.377551   26.812515   63.955886
13:58:05 - cmdstanpy - INFO - Chain [1] start processing
13:58:05 - cmdstanpy - INFO - Chain [1] done processing
13:58:05 - cmdstanpy - INFO - Chain [1] start processing
13:58:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 405:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.934067   33.974139   76.986381
31 2025-08-31  55.633940   33.318188   76.176240
32 2025-09-30  56.311236   34.568594   76.680488
33 2025-10-31  57.011109   36.085311   79.715945
34 2025-11-30  57.688405   36.912169   78.941577
Forecast for Asia and Product 406:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.956729   24.343147   66.117358
31 2025-08-31  45.101374   23.501357   65.300083
32 2025-09-30  45.241354   23.276224   65.902037
33 2025-10-31  45.385999   25.036163   66.311276
34 2025-11-30  45.525979   25.750636   66.717491
13:58:05 - cmdstanpy - INFO - Chain [1] start processing
13:58:05 - cmdstanpy - INFO - Chain [1] done processing
13:58:05 - cmdstanpy - INFO - Chain [1] start processing
13:58:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 407:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.475758   34.199436   71.557472
31 2025-08-31  53.244016   33.729406   72.429767
32 2025-09-30  53.987493   33.817009   73.836823
33 2025-10-31  54.755751   34.547424   73.333221
34 2025-11-30  55.499228   35.912306   74.394161
Forecast for Asia and Product 408:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.220172   17.555532   56.586910
31 2025-08-31  37.402263   18.224994   56.071087
32 2025-09-30  37.578480   17.904052   57.503720
33 2025-10-31  37.760572   18.618966   55.643946
34 2025-11-30  37.936789   18.892647   55.761914
13:58:06 - cmdstanpy - INFO - Chain [1] start processing
13:58:06 - cmdstanpy - INFO - Chain [1] done processing
13:58:06 - cmdstanpy - INFO - Chain [1] start processing
13:58:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 409:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.249656   18.708476   59.181051
31 2025-08-31  39.010062   18.615659   60.494478
32 2025-09-30  38.778198   18.457904   59.289914
33 2025-10-31  38.538604   17.596704   58.539081
34 2025-11-30  38.306739   16.405837   56.722651
Forecast for Asia and Product 410:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.261727   18.118282   54.513321
31 2025-08-31  35.930658   19.301997   53.569749
32 2025-09-30  35.610269   19.013674   52.642222
33 2025-10-31  35.279201   19.422903   51.865096
34 2025-11-30  34.958812   17.917740   51.775416
13:58:06 - cmdstanpy - INFO - Chain [1] start processing
13:58:06 - cmdstanpy - INFO - Chain [1] done processing
13:58:06 - cmdstanpy - INFO - Chain [1] start processing
13:58:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 411:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.991798   20.727507   49.588070
31 2025-08-31  35.012471   20.427325   48.855677
32 2025-09-30  35.032477   20.703106   48.796856
33 2025-10-31  35.053150   20.454376   50.167314
34 2025-11-30  35.073156   20.313959   49.261098
Forecast for Asia and Product 412:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.565981   10.695995   50.748591
31 2025-08-31  30.121076    9.694015   51.398488
32 2025-09-30  29.690522    8.258042   49.365197
33 2025-10-31  29.245617    7.869988   48.309230
34 2025-11-30  28.815063    9.558450   50.466601
13:58:06 - cmdstanpy - INFO - Chain [1] start processing
13:58:06 - cmdstanpy - INFO - Chain [1] done processing
13:58:07 - cmdstanpy - INFO - Chain [1] start processing
13:58:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 413:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.283534   10.648852   53.660064
31 2025-08-31  31.717998   11.099330   53.412551
32 2025-09-30  31.170705   10.316291   52.853914
33 2025-10-31  30.605168    9.397927   51.728970
34 2025-11-30  30.057875   10.450758   50.420254
Forecast for Asia and Product 414:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.742609   13.038885   54.704521
31 2025-08-31  33.550048   12.413028   52.523074
32 2025-09-30  33.363700   11.781544   54.780012
33 2025-10-31  33.171139   12.475377   54.262195
34 2025-11-30  32.984790   13.077544   53.430242
13:58:07 - cmdstanpy - INFO - Chain [1] start processing
13:58:07 - cmdstanpy - INFO - Chain [1] done processing
13:58:07 - cmdstanpy - INFO - Chain [1] start processing
13:58:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 415:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.532140   11.678539   66.049275
31 2025-08-31  37.244974    9.791715   66.861382
32 2025-09-30  36.967072   10.337602   63.978115
33 2025-10-31  36.679907    9.508863   66.539693
34 2025-11-30  36.402005    7.692589   65.114514
Forecast for Asia and Product 416:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.468394   29.405692   63.482349
31 2025-08-31  47.029256   30.832518   62.951138
32 2025-09-30  47.572026   31.275939   65.031851
33 2025-10-31  48.132888   31.813979   64.525514
34 2025-11-30  48.675658   32.845448   65.036746
13:58:07 - cmdstanpy - INFO - Chain [1] start processing
13:58:07 - cmdstanpy - INFO - Chain [1] done processing
13:58:07 - cmdstanpy - INFO - Chain [1] start processing
13:58:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 417:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.192023    7.208268   42.090250
31 2025-08-31  23.597293    6.634247   40.718840
32 2025-09-30  23.021748    5.018049   39.552475
33 2025-10-31  22.427018    5.760182   39.311951
34 2025-11-30  21.851472    5.024561   40.552020
Forecast for Asia and Product 418:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.857166   37.861469   70.448753
31 2025-08-31  54.369097   38.083059   70.394489
32 2025-09-30  54.864514   39.313118   71.591905
33 2025-10-31  55.376444   40.167638   73.336830
34 2025-11-30  55.871861   40.114066   72.488393
13:58:07 - cmdstanpy - INFO - Chain [1] start processing
13:58:07 - cmdstanpy - INFO - Chain [1] done processing
13:58:08 - cmdstanpy - INFO - Chain [1] start processing
13:58:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 419:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.829832   15.242909   58.251734
31 2025-08-31  36.743540   14.267343   56.794059
32 2025-09-30  36.660032   16.593078   56.379460
33 2025-10-31  36.573740   14.540364   58.375865
34 2025-11-30  36.490232   16.986975   58.224454
Forecast for Asia and Product 420:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.349525   29.614618   61.413087
31 2025-08-31  45.629416   28.747896   62.953718
32 2025-09-30  45.900279   29.459057   61.071661
33 2025-10-31  46.180170   29.230991   62.993638
34 2025-11-30  46.451033   30.405105   62.992101
13:58:08 - cmdstanpy - INFO - Chain [1] start processing
13:58:08 - cmdstanpy - INFO - Chain [1] done processing
13:58:08 - cmdstanpy - INFO - Chain [1] start processing
13:58:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 421:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.496108   24.771420   56.577382
31 2025-08-31  40.639210   25.822990   55.505175
32 2025-09-30  40.777696   26.256506   55.985449
33 2025-10-31  40.920798   25.076675   56.071452
34 2025-11-30  41.059283   24.426075   57.021421
Forecast for Asia and Product 422:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.596775   37.586667   71.240576
31 2025-08-31  55.139223   39.557834   71.791895
32 2025-09-30  55.664173   38.200916   71.991512
33 2025-10-31  56.206622   39.412546   72.085012
34 2025-11-30  56.731572   39.265000   72.311846
13:58:08 - cmdstanpy - INFO - Chain [1] start processing
13:58:08 - cmdstanpy - INFO - Chain [1] done processing
13:58:08 - cmdstanpy - INFO - Chain [1] start processing
13:58:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 423:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.540001   25.333943   76.291050
31 2025-08-31  48.786832   23.680588   72.608465
32 2025-09-30  49.025701   23.101382   72.031369
33 2025-10-31  49.272533   26.179831   72.362470
34 2025-11-30  49.511402   23.940369   73.920057
Forecast for Asia and Product 424:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.929488   32.980317   59.656616
31 2025-08-31  47.616103   33.893210   61.757420
32 2025-09-30  48.280570   33.883280   61.705764
33 2025-10-31  48.967185   36.130367   61.620998
34 2025-11-30  49.631652   36.431115   63.078540
13:58:08 - cmdstanpy - INFO - Chain [1] start processing
13:58:09 - cmdstanpy - INFO - Chain [1] done processing
13:58:09 - cmdstanpy - INFO - Chain [1] start processing
13:58:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 425:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.940814   13.365487   49.980078
31 2025-08-31  31.473482   11.001197   51.088382
32 2025-09-30  31.021225   10.384675   51.278739
33 2025-10-31  30.553892   11.591495   50.920086
34 2025-11-30  30.101635   10.890725   48.798864
Forecast for Asia and Product 426:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.600008   40.860731   83.132221
31 2025-08-31  62.484705   39.883385   82.547838
32 2025-09-30  63.340863   40.461656   84.277393
33 2025-10-31  64.225559   45.015411   84.948756
34 2025-11-30  65.081717   44.300714   87.494371
13:58:09 - cmdstanpy - INFO - Chain [1] start processing
13:58:09 - cmdstanpy - INFO - Chain [1] done processing
13:58:09 - cmdstanpy - INFO - Chain [1] start processing
13:58:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 427:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  26.560843    5.255298   48.646456
30 2025-08-31  25.788736    5.948821   47.599145
31 2025-09-30  25.041535    3.998763   45.306142
32 2025-10-31  24.269428    3.279021   43.412493
33 2025-11-30  23.522228    2.375914   42.124864
Forecast for Asia and Product 428:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.357649   28.774323   62.234819
31 2025-08-31  46.830897   29.559992   63.854093
32 2025-09-30  47.288879   30.310161   63.983263
33 2025-10-31  47.762127   32.080304   63.946635
34 2025-11-30  48.220108   32.098116   65.175822
13:58:09 - cmdstanpy - INFO - Chain [1] start processing
13:58:09 - cmdstanpy - INFO - Chain [1] done processing
13:58:09 - cmdstanpy - INFO - Chain [1] start processing
13:58:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 429:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.956881   26.894315   61.403985
31 2025-08-31  44.008589   26.217475   61.495960
32 2025-09-30  44.058629   27.570182   61.800752
33 2025-10-31  44.110337   26.903728   61.886379
34 2025-11-30  44.160377   26.805220   61.100385
Forecast for Asia and Product 430:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.495096   28.362162   66.958221
31 2025-08-31  47.722056   28.755665   66.919670
32 2025-09-30  47.941694   29.273352   67.293649
33 2025-10-31  48.168653   29.399379   67.204696
34 2025-11-30  48.388291   30.486702   66.822783
13:58:10 - cmdstanpy - INFO - Chain [1] start processing
13:58:10 - cmdstanpy - INFO - Chain [1] done processing
13:58:10 - cmdstanpy - INFO - Chain [1] start processing
13:58:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 431:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.822396    8.615013   56.884047
31 2025-08-31  32.374791    4.653935   56.958471
32 2025-09-30  31.941624    5.588550   56.362718
33 2025-10-31  31.494019    7.121666   56.702671
34 2025-11-30  31.060852    8.210348   57.256858
Forecast for Asia and Product 432:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.596991   12.203175   60.418939
31 2025-08-31  36.559773   12.661384   59.306284
32 2025-09-30  36.523755   13.288898   59.994885
33 2025-10-31  36.486537   12.720089   61.263727
34 2025-11-30  36.450520   12.990496   59.705242
13:58:10 - cmdstanpy - INFO - Chain [1] start processing
13:58:10 - cmdstanpy - INFO - Chain [1] done processing
13:58:10 - cmdstanpy - INFO - Chain [1] start processing
13:58:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 433:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.408091   29.081215   56.616372
31 2025-08-31  43.381574   29.414168   57.711497
32 2025-09-30  43.355912   29.227419   57.225980
33 2025-10-31  43.329395   29.453538   57.033988
34 2025-11-30  43.303734   30.307591   57.791021
Forecast for Asia and Product 434:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.208782   21.868030   61.279701
31 2025-08-31  41.497660   22.759265   60.867048
32 2025-09-30  41.777218   23.311996   62.108033
33 2025-10-31  42.066096   22.663815   62.525827
34 2025-11-30  42.345655   21.528175   60.522772
13:58:10 - cmdstanpy - INFO - Chain [1] start processing
13:58:10 - cmdstanpy - INFO - Chain [1] done processing
13:58:10 - cmdstanpy - INFO - Chain [1] start processing
13:58:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 435:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.157786   10.701545   60.024877
31 2025-08-31  36.061204   11.023094   59.682817
32 2025-09-30  35.967736   13.499733   61.066571
33 2025-10-31  35.871154   12.090044   63.519198
34 2025-11-30  35.777686   12.843216   60.416871
Forecast for Asia and Product 436:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.661059   23.989291   65.856097
31 2025-08-31  45.685007   23.947656   66.076898
32 2025-09-30  45.708182   23.542102   67.211252
33 2025-10-31  45.732130   24.469246   67.204598
34 2025-11-30  45.755306   24.619193   66.399267
13:58:11 - cmdstanpy - INFO - Chain [1] start processing
13:58:11 - cmdstanpy - INFO - Chain [1] done processing
13:58:11 - cmdstanpy - INFO - Chain [1] start processing
13:58:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 437:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.102988   19.749779   80.255357
31 2025-08-31  49.486619   17.278833   78.991215
32 2025-09-30  49.857875   23.398602   81.420808
33 2025-10-31  50.241506   21.893408   80.305832
34 2025-11-30  50.612762   20.670113   82.727739
Forecast for Asia and Product 438:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.790432   27.876194   75.994090
31 2025-08-31  53.668874   28.228569   76.987541
32 2025-09-30  54.518978   31.638125   77.145079
33 2025-10-31  55.397420   30.035688   78.938532
34 2025-11-30  56.247524   32.176947   80.080181
13:58:11 - cmdstanpy - INFO - Chain [1] start processing
13:58:11 - cmdstanpy - INFO - Chain [1] done processing
13:58:11 - cmdstanpy - INFO - Chain [1] start processing
13:58:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 439:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.564141   32.725592   74.681152
31 2025-08-31  54.943223   32.859644   74.466463
32 2025-09-30  55.310077   34.924521   77.322198
33 2025-10-31  55.689159   31.776517   77.310157
34 2025-11-30  56.056013   34.730019   76.890947
Forecast for Asia and Product 440:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.132570    9.320195   55.642929
31 2025-08-31  30.624853    8.951922   56.091849
32 2025-09-30  30.133513    7.378644   54.149969
33 2025-10-31  29.625796    6.691774   53.759067
34 2025-11-30  29.134457    5.044912   52.524201
13:58:11 - cmdstanpy - INFO - Chain [1] start processing
13:58:11 - cmdstanpy - INFO - Chain [1] done processing
13:58:11 - cmdstanpy - INFO - Chain [1] start processing
13:58:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 441:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.526039   16.389027   55.992901
31 2025-08-31  36.328421   16.049565   56.728454
32 2025-09-30  36.137177   16.120801   57.573289
33 2025-10-31  35.939559   14.333550   57.023304
34 2025-11-30  35.748315   15.085614   56.310305
Forecast for Asia and Product 442:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.210858   14.116488   44.963042
31 2025-08-31  29.777486   12.848202   46.218194
32 2025-09-30  29.358094   14.413832   46.189429
33 2025-10-31  28.924722   12.693473   45.646806
34 2025-11-30  28.505330   13.546993   44.166842
13:58:12 - cmdstanpy - INFO - Chain [1] start processing
13:58:12 - cmdstanpy - INFO - Chain [1] done processing
13:58:12 - cmdstanpy - INFO - Chain [1] start processing
13:58:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 443:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.572679   16.070148   57.419510
31 2025-08-31  37.196496   14.286397   60.478066
32 2025-09-30  36.832447   13.919976   58.670997
33 2025-10-31  36.456264   14.115890   57.752671
34 2025-11-30  36.092216   14.338808   57.367644
Forecast for Asia and Product 444:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.902313   19.853100   60.241099
31 2025-08-31  40.085052   19.475430   59.655978
32 2025-09-30  40.261897   20.102351   59.327949
33 2025-10-31  40.444637   20.113320   60.693911
34 2025-11-30  40.621482   21.585793   61.353265
13:58:12 - cmdstanpy - INFO - Chain [1] start processing
13:58:12 - cmdstanpy - INFO - Chain [1] done processing
13:58:12 - cmdstanpy - INFO - Chain [1] start processing
13:58:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 445:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.666746   11.205229   57.182881
31 2025-08-31  34.338404   12.400836   55.924119
32 2025-09-30  34.020654   11.518754   55.701794
33 2025-10-31  33.692312   11.645339   56.584635
34 2025-11-30  33.374562    9.668245   54.872845
Forecast for Asia and Product 446:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.065769   17.248097   60.910223
31 2025-08-31  38.888637   17.490124   61.003411
32 2025-09-30  38.717219   16.488654   60.248741
33 2025-10-31  38.540087   16.423275   60.295898
34 2025-11-30  38.368669   16.787575   59.624299
13:58:12 - cmdstanpy - INFO - Chain [1] start processing
13:58:12 - cmdstanpy - INFO - Chain [1] done processing
13:58:13 - cmdstanpy - INFO - Chain [1] start processing
13:58:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 447:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.979395   13.402083   54.973646
31 2025-08-31  33.464383   12.179547   52.073722
32 2025-09-30  32.965985   13.200934   53.687185
33 2025-10-31  32.450974   12.078292   52.725195
34 2025-11-30  31.952576   12.515205   52.934493
Forecast for Asia and Product 448:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.431058   15.291897   52.570744
31 2025-08-31  32.815837   14.208982   52.139814
32 2025-09-30  32.220461   13.847757   48.790299
33 2025-10-31  31.605240   15.067855   50.985071
34 2025-11-30  31.009864   12.707334   50.996451
13:58:13 - cmdstanpy - INFO - Chain [1] start processing
13:58:13 - cmdstanpy - INFO - Chain [1] done processing
13:58:13 - cmdstanpy - INFO - Chain [1] start processing
13:58:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 449:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.614412   20.951261   53.418427
31 2025-08-31  37.643346   21.553024   54.371413
32 2025-09-30  37.671346   20.655464   52.784887
33 2025-10-31  37.700280   20.692717   55.378618
34 2025-11-30  37.728280   20.850353   54.528500
Forecast for Asia and Product 450:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.561447   31.341780   73.937777
31 2025-08-31  52.840998   32.904206   72.045967
32 2025-09-30  53.111530   31.495709   73.130847
33 2025-10-31  53.391080   31.314346   72.102974
34 2025-11-30  53.661613   34.931015   73.209709
13:58:13 - cmdstanpy - INFO - Chain [1] start processing
13:58:13 - cmdstanpy - INFO - Chain [1] done processing
13:58:13 - cmdstanpy - INFO - Chain [1] start processing
13:58:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 451:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.949933   31.260099   67.355229
31 2025-08-31  50.544512   30.837114   70.186869
32 2025-09-30  51.119911   31.690166   71.446343
33 2025-10-31  51.714490   32.597443   69.429617
34 2025-11-30  52.289889   32.643587   71.806717
Forecast for Asia and Product 452:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.373294   24.598482   63.862793
31 2025-08-31  43.659874   23.696465   62.757783
32 2025-09-30  43.937210   24.856090   65.179465
33 2025-10-31  44.223790   23.774607   64.140276
34 2025-11-30  44.501125   23.964513   64.318253
13:58:13 - cmdstanpy - INFO - Chain [1] start processing
13:58:13 - cmdstanpy - INFO - Chain [1] done processing
13:58:14 - cmdstanpy - INFO - Chain [1] start processing
13:58:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 453:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  44.747692   29.042507   59.816835
30 2025-08-31  44.877204   27.873390   60.864671
31 2025-09-30  45.002538   28.566564   60.125343
32 2025-10-31  45.132050   30.106039   59.766395
33 2025-11-30  45.257385   28.596308   61.304017
Forecast for Asia and Product 454:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.223317   17.920589   51.654271
31 2025-08-31  35.098623   16.695498   52.940953
32 2025-09-30  34.977952   16.525767   52.903789
33 2025-10-31  34.853259   18.275826   54.021931
34 2025-11-30  34.732588   18.177273   52.909500
13:58:14 - cmdstanpy - INFO - Chain [1] start processing
13:58:14 - cmdstanpy - INFO - Chain [1] done processing
13:58:14 - cmdstanpy - INFO - Chain [1] start processing
13:58:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 455:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.838605   21.973230   60.006312
31 2025-08-31  40.682517   21.276971   60.007532
32 2025-09-30  40.531464   21.489585   58.792692
33 2025-10-31  40.375376   21.487480   59.141707
34 2025-11-30  40.224323   22.499364   59.909976
Forecast for Asia and Product 456:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.477554   18.337910   58.906631
31 2025-08-31  39.345071   20.330575   60.976622
32 2025-09-30  39.216862   20.277979   60.699279
33 2025-10-31  39.084380   19.761430   60.213802
34 2025-11-30  38.956171   17.882235   59.239241
13:58:14 - cmdstanpy - INFO - Chain [1] start processing
13:58:14 - cmdstanpy - INFO - Chain [1] done processing
13:58:14 - cmdstanpy - INFO - Chain [1] start processing
13:58:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 457:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.326439   27.118261   62.159996
31 2025-08-31  44.334939   26.709867   61.802884
32 2025-09-30  44.343165   26.454670   61.957175
33 2025-10-31  44.351665   26.887624   62.008266
34 2025-11-30  44.359891   27.354009   62.030246
Forecast for Asia and Product 458:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.475150   35.086755   80.482661
31 2025-08-31  58.304694   34.601752   82.373373
32 2025-09-30  59.107479   37.828500   82.860817
33 2025-10-31  59.937024   37.718187   82.458064
34 2025-11-30  60.739809   36.422630   84.893351
13:58:14 - cmdstanpy - INFO - Chain [1] start processing
13:58:14 - cmdstanpy - INFO - Chain [1] done processing
13:58:15 - cmdstanpy - INFO - Chain [1] start processing
13:58:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 459:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.030900   21.864840   63.065034
31 2025-08-31  43.237808   22.169093   63.595418
32 2025-09-30  43.438042   22.106455   64.865555
33 2025-10-31  43.644950   23.906454   64.713442
34 2025-11-30  43.845183   22.460445   65.405024
Forecast for Asia and Product 460:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.367885   32.379366   70.769452
31 2025-08-31  53.256858   34.068875   72.613471
32 2025-09-30  54.117155   34.028015   73.754383
33 2025-10-31  55.006128   35.304163   75.864267
34 2025-11-30  55.866425   36.190255   75.971126
13:58:15 - cmdstanpy - INFO - Chain [1] start processing
13:58:15 - cmdstanpy - INFO - Chain [1] done processing
13:58:15 - cmdstanpy - INFO - Chain [1] start processing
13:58:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 461:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.734977    2.381350   40.382158
31 2025-08-31  20.071441    0.168463   37.554183
32 2025-09-30  19.429310    0.093603   39.795260
33 2025-10-31  18.765774    0.275847   37.523232
34 2025-11-30  18.123642   -1.217197   37.702678
Forecast for Asia and Product 462:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.692766   11.508981   44.804887
31 2025-08-31  27.144389   10.514127   43.760610
32 2025-09-30  26.613701   10.178372   44.403484
33 2025-10-31  26.065324    9.067015   43.286280
34 2025-11-30  25.534636    8.369441   42.321831
13:58:15 - cmdstanpy - INFO - Chain [1] start processing
13:58:15 - cmdstanpy - INFO - Chain [1] done processing
13:58:15 - cmdstanpy - INFO - Chain [1] start processing
13:58:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 463:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.833338   26.670093   66.715754
31 2025-08-31  47.039828   27.498216   65.923915
32 2025-09-30  47.239656   27.353166   66.691927
33 2025-10-31  47.446145   28.143023   67.795479
34 2025-11-30  47.645974   27.988368   66.895645
Forecast for Asia and Product 464:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.536865   21.670051   47.429949
31 2025-08-31  33.410743   18.762149   47.831787
32 2025-09-30  33.288690   19.261908   46.049941
33 2025-10-31  33.162569   19.749625   47.118466
34 2025-11-30  33.040515   18.359074   46.212344
13:58:16 - cmdstanpy - INFO - Chain [1] start processing
13:58:16 - cmdstanpy - INFO - Chain [1] done processing
13:58:16 - cmdstanpy - INFO - Chain [1] start processing
13:58:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 465:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.817877   30.818801   73.845303
31 2025-08-31  52.363028   30.910121   72.844744
32 2025-09-30  52.890593   31.857755   73.645257
33 2025-10-31  53.435744   33.038577   76.859213
34 2025-11-30  53.963309   34.852461   75.934971
Forecast for Asia and Product 466:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.945581   19.709457   52.048730
31 2025-08-31  35.618910   20.966670   51.052548
32 2025-09-30  35.302777   19.683135   50.311892
33 2025-10-31  34.976106   19.119263   51.082384
34 2025-11-30  34.659973   19.150465   51.973293
13:58:16 - cmdstanpy - INFO - Chain [1] start processing
13:58:16 - cmdstanpy - INFO - Chain [1] done processing
13:58:16 - cmdstanpy - INFO - Chain [1] start processing
13:58:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 467:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.404196   23.135058   61.410701
31 2025-08-31  41.439932   23.717604   60.922201
32 2025-09-30  41.474516   23.705693   60.683184
33 2025-10-31  41.510253   21.962310   60.017811
34 2025-11-30  41.544836   22.416771   60.171123
Forecast for Asia and Product 468:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.651439   24.949701   58.817284
31 2025-08-31  41.412391   23.177492   57.348519
32 2025-09-30  41.181054   23.922199   58.291736
33 2025-10-31  40.942006   23.209577   57.875686
34 2025-11-30  40.710669   24.456300   58.018995
13:58:16 - cmdstanpy - INFO - Chain [1] start processing
13:58:16 - cmdstanpy - INFO - Chain [1] done processing
13:58:16 - cmdstanpy - INFO - Chain [1] start processing
13:58:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 469:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.244119   25.063601   70.079724
31 2025-08-31  46.537168   24.046401   67.373229
32 2025-09-30  46.820763   24.574565   68.164181
33 2025-10-31  47.113812   26.070523   68.461097
34 2025-11-30  47.397407   25.826649   69.277832
Forecast for Asia and Product 470:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.131731   12.418824   56.788990
31 2025-08-31  32.566671   12.523170   54.029437
32 2025-09-30  32.019840   11.304711   53.995682
33 2025-10-31  31.454781    8.021717   54.040313
34 2025-11-30  30.907949    9.602527   53.376193
13:58:17 - cmdstanpy - INFO - Chain [1] start processing
13:58:17 - cmdstanpy - INFO - Chain [1] done processing
13:58:17 - cmdstanpy - INFO - Chain [1] start processing
13:58:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 471:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.449272   25.686548   71.542270
31 2025-08-31  48.695983   25.919391   72.116684
32 2025-09-30  48.934736   24.290049   71.406521
33 2025-10-31  49.181446   24.594483   71.752895
34 2025-11-30  49.420199   26.009151   72.749370
Forecast for Asia and Product 472:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.361656   18.647633   64.770747
31 2025-08-31  42.300213   21.473836   65.931716
32 2025-09-30  42.240752   19.927046   65.136598
33 2025-10-31  42.179309   20.900861   65.687222
34 2025-11-30  42.119847   19.491273   64.749524
13:58:17 - cmdstanpy - INFO - Chain [1] start processing
13:58:17 - cmdstanpy - INFO - Chain [1] done processing
13:58:17 - cmdstanpy - INFO - Chain [1] start processing
13:58:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 473:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.807884   18.495592   59.981449
31 2025-08-31  39.748746   18.609771   59.122942
32 2025-09-30  39.691516   18.587279   61.882815
33 2025-10-31  39.632378   17.703547   57.957411
34 2025-11-30  39.575148   18.621399   60.962218
Forecast for Asia and Product 474:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.948538   14.291805   45.989262
31 2025-08-31  29.401375   13.892973   45.587809
32 2025-09-30  28.871863   12.600110   45.096988
33 2025-10-31  28.324701   12.405312   45.591965
34 2025-11-30  27.795189   10.386198   43.360510
13:58:17 - cmdstanpy - INFO - Chain [1] start processing
13:58:17 - cmdstanpy - INFO - Chain [1] done processing
13:58:17 - cmdstanpy - INFO - Chain [1] start processing
13:58:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 475:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.354452   11.908788   48.862099
31 2025-08-31  28.915078    9.111918   48.904171
32 2025-09-30  28.489877    8.874666   47.326885
33 2025-10-31  28.050503    9.240057   46.753670
34 2025-11-30  27.625303    9.007492   45.383679
Forecast for Asia and Product 476:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.042104   38.260942   74.944285
31 2025-08-31  57.892196   39.798633   76.921646
32 2025-09-30  58.714865   40.015687   76.246221
33 2025-10-31  59.564956   41.698559   79.713948
34 2025-11-30  60.387625   41.372204   79.247115
13:58:18 - cmdstanpy - INFO - Chain [1] start processing
13:58:18 - cmdstanpy - INFO - Chain [1] done processing
13:58:18 - cmdstanpy - INFO - Chain [1] start processing
13:58:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 477:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.226018   13.819558   45.808414
31 2025-08-31  28.526611   12.954113   45.355713
32 2025-09-30  27.849766   11.455507   42.960143
33 2025-10-31  27.150359   12.142405   42.438480
34 2025-11-30  26.473514   11.160648   42.262436
Forecast for Asia and Product 478:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.379899   24.169252   53.033211
31 2025-08-31  38.412040   25.075172   52.421846
32 2025-09-30  38.443145   24.067250   52.995739
33 2025-10-31  38.475287   24.061435   52.518640
34 2025-11-30  38.506392   24.601437   52.396751
13:58:18 - cmdstanpy - INFO - Chain [1] start processing
13:58:18 - cmdstanpy - INFO - Chain [1] done processing
13:58:18 - cmdstanpy - INFO - Chain [1] start processing
13:58:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 479:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.669446   12.690887   44.087085
31 2025-08-31  29.227597   10.536104   46.603798
32 2025-09-30  28.800001   12.314198   45.097899
33 2025-10-31  28.358152   12.358499   45.408895
34 2025-11-30  27.930557   10.320823   45.231260
Forecast for Asia and Product 480:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.110167   20.161103   60.996701
31 2025-08-31  41.115973   21.135841   61.799600
32 2025-09-30  41.121592   18.644281   60.362937
33 2025-10-31  41.127398   20.688701   60.125031
34 2025-11-30  41.133016   20.233326   60.946975
13:58:18 - cmdstanpy - INFO - Chain [1] start processing
13:58:18 - cmdstanpy - INFO - Chain [1] done processing
13:58:19 - cmdstanpy - INFO - Chain [1] start processing
13:58:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 481:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.991288   20.061978   52.810233
31 2025-08-31  36.546478   17.504795   54.113094
32 2025-09-30  36.116017   18.491034   51.725908
33 2025-10-31  35.671208   18.154527   52.625706
34 2025-11-30  35.240747   16.995599   51.511144
Forecast for Asia and Product 482:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.503337   38.457640   81.103199
31 2025-08-31  60.401986   37.784531   80.450251
32 2025-09-30  61.271646   40.904378   80.678738
33 2025-10-31  62.170294   39.886631   82.754579
34 2025-11-30  63.039954   42.464095   83.339074
13:58:19 - cmdstanpy - INFO - Chain [1] start processing
13:58:19 - cmdstanpy - INFO - Chain [1] done processing
13:58:19 - cmdstanpy - INFO - Chain [1] start processing
13:58:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 483:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.104087   15.596099   59.972042
31 2025-08-31  36.762977   14.659549   57.310889
32 2025-09-30  36.432870   13.878182   58.162296
33 2025-10-31  36.091759   14.448074   57.343888
34 2025-11-30  35.761652   14.309949   57.551430
Forecast for Asia and Product 484:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.137559   11.328129   49.845643
31 2025-08-31  28.729526   10.981942   46.851118
32 2025-09-30  28.334656    9.839420   47.761540
33 2025-10-31  27.926623    9.205153   46.632879
34 2025-11-30  27.531753    7.911912   46.627064
13:58:19 - cmdstanpy - INFO - Chain [1] start processing
13:58:19 - cmdstanpy - INFO - Chain [1] done processing
13:58:19 - cmdstanpy - INFO - Chain [1] start processing
13:58:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 485:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.660172   27.210107   63.817335
31 2025-08-31  46.026920   27.682022   64.990005
32 2025-09-30  46.381837   29.767736   65.799233
33 2025-10-31  46.748585   28.443482   64.390656
34 2025-11-30  47.103503   30.113384   65.236533
Forecast for Asia and Product 486:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.786294   15.216702   53.931808
31 2025-08-31  34.489622   14.542007   55.280314
32 2025-09-30  34.202520   15.977666   55.347211
33 2025-10-31  33.905848   13.630649   53.377750
34 2025-11-30  33.618746   13.688608   51.948894
13:58:19 - cmdstanpy - INFO - Chain [1] start processing
13:58:19 - cmdstanpy - INFO - Chain [1] done processing
13:58:20 - cmdstanpy - INFO - Chain [1] start processing
13:58:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 487:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.890372    9.312557   44.923715
31 2025-08-31  26.055095    7.415319   44.648289
32 2025-09-30  25.246761    8.275057   42.682122
33 2025-10-31  24.411484    7.288103   42.698024
34 2025-11-30  23.603150    6.461562   41.056298
Forecast for Asia and Product 488:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.777473   23.326923   78.475047
31 2025-08-31  50.851747   25.667914   78.594552
32 2025-09-30  50.923625   23.271021   77.419441
33 2025-10-31  50.997900   23.683854   76.860685
34 2025-11-30  51.069778   24.359658   76.835883
13:58:20 - cmdstanpy - INFO - Chain [1] start processing
13:58:20 - cmdstanpy - INFO - Chain [1] done processing
13:58:20 - cmdstanpy - INFO - Chain [1] start processing
13:58:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 489:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.128885   14.819940   58.093454
31 2025-08-31  35.970770   12.784404   56.794173
32 2025-09-30  35.817757   14.764368   57.707818
33 2025-10-31  35.659642   13.766899   58.027822
34 2025-11-30  35.506629   12.920972   55.994999
Forecast for Asia and Product 490:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.349081   34.997352   75.290247
31 2025-08-31  55.237322   36.973448   74.130199
32 2025-09-30  56.096910   36.808553   74.287250
33 2025-10-31  56.985150   37.695774   75.641406
34 2025-11-30  57.844738   37.185036   77.346783
13:58:20 - cmdstanpy - INFO - Chain [1] start processing
13:58:20 - cmdstanpy - INFO - Chain [1] done processing
13:58:20 - cmdstanpy - INFO - Chain [1] start processing
13:58:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 491:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.196980   12.504525   53.742926
31 2025-08-31  33.981607   14.135229   53.714744
32 2025-09-30  33.773182   14.381451   54.036539
33 2025-10-31  33.557809   13.193996   54.325923
34 2025-11-30  33.349384   13.771121   54.221846
Forecast for Asia and Product 492:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.547415   23.294495   70.144119
31 2025-08-31  47.734302   25.284881   70.965931
32 2025-09-30  47.915161   24.673501   69.469738
33 2025-10-31  48.102048   24.025320   71.253012
34 2025-11-30  48.282907   26.027964   71.990801
13:58:20 - cmdstanpy - INFO - Chain [1] start processing
13:58:21 - cmdstanpy - INFO - Chain [1] done processing
13:58:21 - cmdstanpy - INFO - Chain [1] start processing
13:58:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 493:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.103551   15.244033   65.241907
31 2025-08-31  41.178144   16.547901   65.944019
32 2025-09-30  41.250330   17.853043   66.338069
33 2025-10-31  41.324923   16.470059   66.466363
34 2025-11-30  41.397109   17.846786   67.472951
Forecast for Asia and Product 494:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.848277   16.732362   55.776674
31 2025-08-31  35.705975   16.674784   54.977645
32 2025-09-30  35.568262   16.156419   55.060345
33 2025-10-31  35.425960   17.003433   54.366786
34 2025-11-30  35.288248   15.500419   54.105494
13:58:21 - cmdstanpy - INFO - Chain [1] start processing
13:58:21 - cmdstanpy - INFO - Chain [1] done processing
13:58:21 - cmdstanpy - INFO - Chain [1] start processing
13:58:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 495:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.890579    7.672583   54.007947
31 2025-08-31  31.160962    9.681484   53.608533
32 2025-09-30  30.454881    8.974231   52.480373
33 2025-10-31  29.725264    7.659558   51.159223
34 2025-11-30  29.019182    7.703758   49.707469
Forecast for Asia and Product 496:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.774621   24.136855   64.743844
31 2025-08-31  45.101985   25.034786   64.664391
32 2025-09-30  45.418790   23.301362   66.848583
33 2025-10-31  45.746154   25.688617   67.196734
34 2025-11-30  46.062958   25.806213   68.334269
13:58:21 - cmdstanpy - INFO - Chain [1] start processing
13:58:21 - cmdstanpy - INFO - Chain [1] done processing
13:58:21 - cmdstanpy - INFO - Chain [1] start processing
13:58:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 497:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.882444    9.762398   49.093441
31 2025-08-31  29.477725   10.197666   50.555802
32 2025-09-30  29.086062    8.594679   49.423710
33 2025-10-31  28.681343    9.416321   48.941158
34 2025-11-30  28.289680    7.944302   49.342949
Forecast for Asia and Product 498:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.299123   37.441465   74.421528
31 2025-08-31  57.373253   39.035772   75.471807
32 2025-09-30  58.412734   40.203358   78.937559
33 2025-10-31  59.486865   41.908007   79.350547
34 2025-11-30  60.526346   40.952954   79.947063
13:58:22 - cmdstanpy - INFO - Chain [1] start processing
13:58:22 - cmdstanpy - INFO - Chain [1] done processing
13:58:22 - cmdstanpy - INFO - Chain [1] start processing
13:58:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 499:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.585007   11.702515   54.699068
31 2025-08-31  33.369698   11.152696   55.757818
32 2025-09-30  33.161334   10.811325   55.143086
33 2025-10-31  32.946025   11.028720   56.231692
34 2025-11-30  32.737661   11.656956   55.717464
13:58:22 - cmdstanpy - INFO - Chain [1] start processing
13:58:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 500:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.233339   24.792723   57.627757
31 2025-08-31  41.012658   24.133618   58.060713
32 2025-09-30  40.799096   23.542905   56.530797
33 2025-10-31  40.578415   23.599509   56.707910
34 2025-11-30  40.364853   23.972395   56.876055
Forecast for Asia and Product 501:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.554157   16.295012   51.005836
31 2025-08-31  33.182266   15.502013   50.317083
32 2025-09-30  32.822372   15.512918   50.494878
33 2025-10-31  32.450481   16.218010   50.239986
34 2025-11-30  32.090587   14.305050   48.257118
13:58:22 - cmdstanpy - INFO - Chain [1] start processing
13:58:22 - cmdstanpy - INFO - Chain [1] done processing
13:58:22 - cmdstanpy - INFO - Chain [1] start processing
13:58:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 502:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.666724   10.802996   41.040379
31 2025-08-31  25.096780   10.092779   40.424945
32 2025-09-30  24.545222   10.259951   38.733934
33 2025-10-31  23.975278    9.471784   38.349587
34 2025-11-30  23.423719    9.056234   38.214204
Forecast for Asia and Product 503:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.670207    5.231290   33.571194
31 2025-08-31  18.870334    3.766805   33.699117
32 2025-09-30  18.096264    2.422753   32.790851
33 2025-10-31  17.296391    3.313550   33.685487
34 2025-11-30  16.522320    2.210365   31.110885
13:58:23 - cmdstanpy - INFO - Chain [1] start processing
13:58:23 - cmdstanpy - INFO - Chain [1] done processing
13:58:23 - cmdstanpy - INFO - Chain [1] start processing
13:58:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 504:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.563043   29.998382   63.660014
31 2025-08-31  47.712217   31.228504   65.159488
32 2025-09-30  47.856579   31.402613   65.119405
33 2025-10-31  48.005753   30.984328   66.257988
34 2025-11-30  48.150115   31.465343   65.397230
Forecast for Asia and Product 505:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.799411   15.580018   46.286064
31 2025-08-31  30.567370   15.623735   45.498000
32 2025-09-30  30.342815   14.400163   45.698372
33 2025-10-31  30.110774   13.449414   45.627695
34 2025-11-30  29.886218   15.475612   44.960886
13:58:23 - cmdstanpy - INFO - Chain [1] start processing
13:58:23 - cmdstanpy - INFO - Chain [1] done processing
13:58:23 - cmdstanpy - INFO - Chain [1] start processing
13:58:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 506:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.093554    7.164146   45.232690
31 2025-08-31  25.152761    7.696232   44.537172
32 2025-09-30  24.242315    6.118763   42.662658
33 2025-10-31  23.301522    3.278139   42.759936
34 2025-11-30  22.391077    4.708979   41.752380
Forecast for Asia and Product 507:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.128102   16.964481   55.795627
31 2025-08-31  36.200879   15.776952   55.721614
32 2025-09-30  36.271309   16.505143   56.802651
33 2025-10-31  36.344087   17.757336   57.436867
34 2025-11-30  36.414517   15.934727   56.178139
13:58:23 - cmdstanpy - INFO - Chain [1] start processing
13:58:23 - cmdstanpy - INFO - Chain [1] done processing
13:58:24 - cmdstanpy - INFO - Chain [1] start processing
13:58:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 508:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.260982   17.958389   55.158239
31 2025-08-31  36.381280   16.683294   53.871725
32 2025-09-30  36.497697   17.296773   55.927364
33 2025-10-31  36.617996   16.189608   54.507058
34 2025-11-30  36.734413   16.930189   54.409936
Forecast for Asia and Product 509:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.387478    9.853929   55.896478
31 2025-08-31  33.294196   11.764301   54.525807
32 2025-09-30  33.203922   11.751784   55.165163
33 2025-10-31  33.110640    9.026976   56.711489
34 2025-11-30  33.020367   10.052234   55.400315
13:58:24 - cmdstanpy - INFO - Chain [1] start processing
13:58:24 - cmdstanpy - INFO - Chain [1] done processing
13:58:24 - cmdstanpy - INFO - Chain [1] start processing
13:58:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 510:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.720258   35.141865   80.284623
31 2025-08-31  58.538649   36.832938   79.955861
32 2025-09-30  59.330640   36.900197   80.555188
33 2025-10-31  60.149030   37.529241   81.310302
34 2025-11-30  60.941021   39.945697   81.805435
Forecast for Asia and Product 511:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.567963   19.924346   58.433572
31 2025-08-31  38.641006   18.989095   58.520951
32 2025-09-30  38.711694   18.063761   57.000505
33 2025-10-31  38.784738   19.617585   57.187652
34 2025-11-30  38.855426   18.461857   57.588337
13:58:24 - cmdstanpy - INFO - Chain [1] start processing
13:58:24 - cmdstanpy - INFO - Chain [1] done processing
13:58:24 - cmdstanpy - INFO - Chain [1] start processing
13:58:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 512:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.543023   19.105509   62.139900
31 2025-08-31  41.283331   21.404315   61.988683
32 2025-09-30  41.032017   20.216614   61.340288
33 2025-10-31  40.772325   20.155857   61.723111
34 2025-11-30  40.521011   18.499511   62.503920
Forecast for Asia and Product 513:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.434647   17.644605   65.413945
31 2025-08-31  41.227750   19.760961   64.676880
32 2025-09-30  41.027528   18.936002   63.760762
33 2025-10-31  40.820631   18.366343   65.523590
34 2025-11-30  40.620408   16.457886   63.676542
13:58:24 - cmdstanpy - INFO - Chain [1] start processing
13:58:24 - cmdstanpy - INFO - Chain [1] done processing
13:58:25 - cmdstanpy - INFO - Chain [1] start processing
13:58:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 514:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.970016   22.032321   53.098930
31 2025-08-31  37.801031   24.045781   51.755716
32 2025-09-30  37.637498   22.265792   52.162579
33 2025-10-31  37.468513   22.222654   52.649186
34 2025-11-30  37.304979   22.177772   52.141228
Forecast for Asia and Product 515:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.050873   13.813462   58.565445
31 2025-08-31  37.018097   14.076154   60.320043
32 2025-09-30  36.986379   14.572768   58.559341
33 2025-10-31  36.953604   13.484823   58.183938
34 2025-11-30  36.921886   14.847810   59.580991
13:58:25 - cmdstanpy - INFO - Chain [1] start processing
13:58:25 - cmdstanpy - INFO - Chain [1] done processing
13:58:25 - cmdstanpy - INFO - Chain [1] start processing
13:58:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 516:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.608080   23.337023   58.647721
31 2025-08-31  41.473037   23.131841   60.036443
32 2025-09-30  41.342350   23.216604   58.198047
33 2025-10-31  41.207306   23.455236   58.274903
34 2025-11-30  41.076619   23.447019   57.743410
Forecast for Asia and Product 517:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.347995    7.819342   50.547682
31 2025-08-31  28.668503    8.030762   49.024209
32 2025-09-30  28.010931    7.778142   49.754715
33 2025-10-31  27.331440    5.367959   49.908932
34 2025-11-30  26.673868    6.395409   46.567765
13:58:25 - cmdstanpy - INFO - Chain [1] start processing
13:58:25 - cmdstanpy - INFO - Chain [1] done processing
13:58:25 - cmdstanpy - INFO - Chain [1] start processing
13:58:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 518:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.811505   24.181230   59.531154
31 2025-08-31  41.980042   26.162838   59.406538
32 2025-09-30  42.143141   24.958493   59.123702
33 2025-10-31  42.311678   25.617608   59.368003
34 2025-11-30  42.474778   25.881491   59.899547
Forecast for Asia and Product 519:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.642922   37.539203   67.668918
31 2025-08-31  52.938580   37.657132   68.778411
32 2025-09-30  53.224702   37.895664   67.749388
33 2025-10-31  53.520361   38.641188   69.002969
34 2025-11-30  53.806482   37.218622   69.463360
13:58:25 - cmdstanpy - INFO - Chain [1] start processing
13:58:26 - cmdstanpy - INFO - Chain [1] done processing
13:58:26 - cmdstanpy - INFO - Chain [1] start processing
13:58:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 520:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.288913   26.269775   66.714186
31 2025-08-31  47.614442   25.552474   68.062008
32 2025-09-30  47.929470   25.712084   67.521250
33 2025-10-31  48.254999   28.843299   69.182151
34 2025-11-30  48.570027   26.233895   71.177292
Forecast for Asia and Product 521:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.288620   26.242563   61.988726
31 2025-08-31  44.427755   26.870400   61.852444
32 2025-09-30  44.562401   27.551764   61.592054
33 2025-10-31  44.701536   28.144210   61.829379
34 2025-11-30  44.836182   27.420944   62.084911
13:58:26 - cmdstanpy - INFO - Chain [1] start processing
13:58:26 - cmdstanpy - INFO - Chain [1] done processing
13:58:26 - cmdstanpy - INFO - Chain [1] start processing
13:58:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 522:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.492313    5.079894   51.321985
31 2025-08-31  28.082536    6.126270   51.331247
32 2025-09-30  27.685978    5.090502   50.013552
33 2025-10-31  27.276201    4.973176   51.585763
34 2025-11-30  26.879642    3.402118   50.623923
Forecast for Asia and Product 523:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.573576   29.560576   71.473689
31 2025-08-31  51.065742   30.489333   71.859620
32 2025-09-30  51.542031   30.508580   71.862637
33 2025-10-31  52.034197   30.725507   73.339477
34 2025-11-30  52.510487   31.641301   74.656285
13:58:26 - cmdstanpy - INFO - Chain [1] start processing
13:58:26 - cmdstanpy - INFO - Chain [1] done processing
13:58:26 - cmdstanpy - INFO - Chain [1] start processing
13:58:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 524:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.898845   16.554218   54.413888
31 2025-08-31  34.618719   15.125594   52.273784
32 2025-09-30  34.347629   17.497175   52.341414
33 2025-10-31  34.067503   15.672237   51.733159
34 2025-11-30  33.796413   15.953856   51.992113
Forecast for Asia and Product 525:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.324047   21.629635   65.434903
31 2025-08-31  43.338239   22.074216   64.905881
32 2025-09-30  43.351973   22.051120   63.890606
33 2025-10-31  43.366164   21.565286   63.215947
34 2025-11-30  43.379898   21.991269   64.026672
13:58:27 - cmdstanpy - INFO - Chain [1] start processing
13:58:27 - cmdstanpy - INFO - Chain [1] done processing
13:58:27 - cmdstanpy - INFO - Chain [1] start processing
13:58:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 526:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.904531   31.002278   70.351286
31 2025-08-31  51.498416   31.827949   69.122586
32 2025-09-30  52.073143   33.141653   71.834355
33 2025-10-31  52.667028   33.984068   70.251788
34 2025-11-30  53.241755   34.692188   72.002511
Forecast for Asia and Product 527:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.343959   33.260182   69.154770
31 2025-08-31  51.849946   34.630780   68.768048
32 2025-09-30  52.339610   34.904057   69.502854
33 2025-10-31  52.845596   35.432640   70.244195
34 2025-11-30  53.335260   36.980488   69.218010
13:58:27 - cmdstanpy - INFO - Chain [1] start processing
13:58:27 - cmdstanpy - INFO - Chain [1] done processing
13:58:27 - cmdstanpy - INFO - Chain [1] start processing
13:58:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 528:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.188738   29.274679   69.542188
31 2025-08-31  50.702498   31.953702   69.924736
32 2025-09-30  51.199685   31.691978   69.887646
33 2025-10-31  51.713445   31.614292   69.642103
34 2025-11-30  52.210633   33.256532   71.426950
Forecast for Asia and Product 529:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.475142   31.243234   80.400532
31 2025-08-31  56.407195   34.296442   80.807036
32 2025-09-30  57.309182   31.939111   80.660342
33 2025-10-31  58.241235   33.801563   83.822906
34 2025-11-30  59.143221   34.701612   81.008882
13:58:27 - cmdstanpy - INFO - Chain [1] start processing
13:58:27 - cmdstanpy - INFO - Chain [1] done processing
13:58:27 - cmdstanpy - INFO - Chain [1] start processing
13:58:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 530:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.705624   26.934961   61.484130
31 2025-08-31  43.904275   26.441597   61.438173
32 2025-09-30  44.096517   26.975985   61.764090
33 2025-10-31  44.295168   26.741780   62.142784
34 2025-11-30  44.487411   26.496784   61.949797
Forecast for Asia and Product 531:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.936269    8.068310   51.970437
31 2025-08-31  28.287550    5.438859   50.104539
32 2025-09-30  27.659757    6.835173   47.964193
33 2025-10-31  27.011038    5.280831   47.956436
34 2025-11-30  26.383245    7.689680   47.333323
13:58:28 - cmdstanpy - INFO - Chain [1] start processing
13:58:28 - cmdstanpy - INFO - Chain [1] done processing
13:58:28 - cmdstanpy - INFO - Chain [1] start processing
13:58:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 532:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.504221   37.241335   70.289061
31 2025-08-31  54.258731   37.805854   69.832037
32 2025-09-30  54.988902   38.259331   70.695881
33 2025-10-31  55.743411   38.246299   73.269941
34 2025-11-30  56.473582   39.258409   74.510926
Forecast for Asia and Product 533:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.950119   16.217266   57.119695
31 2025-08-31  36.486160   15.464618   57.223927
32 2025-09-30  36.037167   14.768983   55.641725
33 2025-10-31  35.573208   15.263878   56.092383
34 2025-11-30  35.124215   16.017170   56.553489
13:58:28 - cmdstanpy - INFO - Chain [1] start processing
13:58:28 - cmdstanpy - INFO - Chain [1] done processing
13:58:28 - cmdstanpy - INFO - Chain [1] start processing
13:58:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 534:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.350231   18.037811   47.180838
31 2025-08-31  32.189991   17.624953   48.525700
32 2025-09-30  32.034919   16.362688   47.572715
33 2025-10-31  31.874679   16.623018   46.883203
34 2025-11-30  31.719607   16.444824   47.188102
Forecast for Asia and Product 535:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.331628   13.852494   47.493092
31 2025-08-31  29.052344   10.018915   47.118780
32 2025-09-30  28.782069   11.030772   46.357880
33 2025-10-31  28.502785   10.498495   46.179944
34 2025-11-30  28.232510   11.321982   44.776539
13:58:28 - cmdstanpy - INFO - Chain [1] start processing
13:58:28 - cmdstanpy - INFO - Chain [1] done processing
13:58:29 - cmdstanpy - INFO - Chain [1] start processing
13:58:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 536:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.320786    3.697332   52.374006
31 2025-08-31  27.889028    3.019716   53.734080
32 2025-09-30  27.471198    3.678542   52.722534
33 2025-10-31  27.039440    2.577561   51.074444
34 2025-11-30  26.621610    2.151433   52.159138
13:58:29 - cmdstanpy - INFO - Chain [1] start processing
13:58:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 537:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.754314   21.657034   66.956188
31 2025-08-31  43.556259   20.628473   66.633528
32 2025-09-30  43.364593   21.112051   63.775397
33 2025-10-31  43.166538   20.994272   64.657497
34 2025-11-30  42.974872   19.220412   65.699079
Forecast for Asia and Product 538:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.714451   15.958916   44.510521
31 2025-08-31  29.464017   16.048240   43.222063
32 2025-09-30  29.221661   15.560683   42.407551
33 2025-10-31  28.971227   14.659514   42.249761
34 2025-11-30  28.728871   15.118955   41.765420
13:58:29 - cmdstanpy - INFO - Chain [1] start processing
13:58:29 - cmdstanpy - INFO - Chain [1] done processing
13:58:29 - cmdstanpy - INFO - Chain [1] start processing
13:58:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 539:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.859628   25.696067   65.829029
31 2025-08-31  45.749759   24.676540   66.876678
32 2025-09-30  45.643434   26.159955   66.121976
33 2025-10-31  45.533564   24.710757   65.490759
34 2025-11-30  45.427239   24.827926   67.188853
Forecast for Asia and Product 540:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.633269    8.819256   54.290960
31 2025-08-31  31.239799   10.631767   53.587647
32 2025-09-30  30.859021    8.440065   54.316835
33 2025-10-31  30.465551    8.565182   52.557977
34 2025-11-30  30.084773    8.241772   52.714472
13:58:29 - cmdstanpy - INFO - Chain [1] start processing
13:58:29 - cmdstanpy - INFO - Chain [1] done processing
13:58:30 - cmdstanpy - INFO - Chain [1] start processing
13:58:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 541:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.843919   26.459768   62.055400
31 2025-08-31  44.110639   25.461206   61.553134
32 2025-09-30  44.368756   26.712846   61.450319
33 2025-10-31  44.635476   27.692235   61.354259
34 2025-11-30  44.893593   27.813542   62.457452
Forecast for Asia and Product 542:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.754230   10.961206   45.062643
31 2025-08-31  27.011807   10.935010   43.496631
32 2025-09-30  26.293333    8.919498   43.071431
33 2025-10-31  25.550910    7.966329   42.435112
34 2025-11-30  24.832436    7.887205   41.448494
13:58:30 - cmdstanpy - INFO - Chain [1] start processing
13:58:30 - cmdstanpy - INFO - Chain [1] done processing
13:58:30 - cmdstanpy - INFO - Chain [1] start processing
13:58:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 543:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.969770   16.936577   56.288793
31 2025-08-31  35.763456   14.100464   57.026088
32 2025-09-30  35.563798   12.683202   54.800226
33 2025-10-31  35.357485   13.718141   57.258181
34 2025-11-30  35.157827   13.413336   56.442850
Forecast for Asia and Product 544:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.810406   20.532300   51.355674
31 2025-08-31  35.511456   20.954570   51.557806
32 2025-09-30  35.222149   20.221219   50.806356
33 2025-10-31  34.923199   18.709237   50.506929
34 2025-11-30  34.633892   19.576730   49.172654
13:58:30 - cmdstanpy - INFO - Chain [1] start processing
13:58:30 - cmdstanpy - INFO - Chain [1] done processing
13:58:30 - cmdstanpy - INFO - Chain [1] start processing
13:58:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 545:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.535494   16.308515   44.890117
31 2025-08-31  30.070586   16.277816   45.118024
32 2025-09-30  29.620676   14.928826   44.106723
33 2025-10-31  29.155769   14.256035   43.390252
34 2025-11-30  28.705858   14.193348   43.252754
Forecast for Asia and Product 546:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.967343   38.955926   74.844896
31 2025-08-31  57.653792   40.332542   74.978367
32 2025-09-30  58.318097   40.439806   75.605517
33 2025-10-31  59.004546   41.033990   76.158833
34 2025-11-30  59.668852   42.753888   76.111465
13:58:31 - cmdstanpy - INFO - Chain [1] start processing
13:58:31 - cmdstanpy - INFO - Chain [1] done processing
13:58:31 - cmdstanpy - INFO - Chain [1] start processing
13:58:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 547:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.782732    6.272027   43.930282
31 2025-08-31  25.361228    5.193118   44.932987
32 2025-09-30  24.953321    6.737528   44.961127
33 2025-10-31  24.531818    5.659537   44.558659
34 2025-11-30  24.123911    3.868184   42.528814
Forecast for Asia and Product 548:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.140055    7.542895   42.384367
31 2025-08-31  24.539829    7.825527   42.493780
32 2025-09-30  23.958966    6.843809   40.489194
33 2025-10-31  23.358741    4.751193   40.798050
34 2025-11-30  22.777878    6.573132   39.082602
13:58:31 - cmdstanpy - INFO - Chain [1] start processing
13:58:31 - cmdstanpy - INFO - Chain [1] done processing
13:58:31 - cmdstanpy - INFO - Chain [1] start processing
13:58:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 549:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.726207   13.809509   47.397592
31 2025-08-31  30.313570   13.026678   47.957398
32 2025-09-30  29.914244   13.958150   47.320441
33 2025-10-31  29.501607   12.121104   48.191403
34 2025-11-30  29.102281   12.571304   46.039102
Forecast for Asia and Product 550:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.829870   37.185783   75.084606
31 2025-08-31  56.593045   35.616726   76.392663
32 2025-09-30  57.331602   38.384503   75.699806
33 2025-10-31  58.094777   38.767853   78.212782
34 2025-11-30  58.833333   38.823330   78.464468
13:58:31 - cmdstanpy - INFO - Chain [1] start processing
13:58:31 - cmdstanpy - INFO - Chain [1] done processing
13:58:31 - cmdstanpy - INFO - Chain [1] start processing
13:58:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 551:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.179099   -0.343296   35.737325
31 2025-08-31  17.219132   -0.512788   35.265295
32 2025-09-30  16.290132   -1.572581   35.181945
33 2025-10-31  15.330165   -2.975877   31.941577
34 2025-11-30  14.401164   -4.682895   31.770353
Forecast for Asia and Product 552:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.260199    5.411792   49.870220
31 2025-08-31  26.470903    3.710845   48.103059
32 2025-09-30  25.707069    2.125573   48.493335
33 2025-10-31  24.917773    1.037865   47.970162
34 2025-11-30  24.153939    1.021328   46.970663
13:58:32 - cmdstanpy - INFO - Chain [1] start processing
13:58:32 - cmdstanpy - INFO - Chain [1] done processing
13:58:32 - cmdstanpy - INFO - Chain [1] start processing
13:58:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 553:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.099892   16.406575   62.234948
31 2025-08-31  40.038063   15.191169   64.836361
32 2025-09-30  39.978228   15.126040   63.904172
33 2025-10-31  39.916398   14.212198   64.388886
34 2025-11-30  39.856563   16.279118   64.396712
Forecast for Asia and Product 554:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.412641   24.122284   53.353593
31 2025-08-31  39.458025   24.832245   54.474397
32 2025-09-30  39.501944   25.193373   52.854163
33 2025-10-31  39.547328   25.090509   53.976497
34 2025-11-30  39.591248   24.280947   53.299779
13:58:32 - cmdstanpy - INFO - Chain [1] start processing
13:58:32 - cmdstanpy - INFO - Chain [1] done processing
13:58:32 - cmdstanpy - INFO - Chain [1] start processing
13:58:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 555:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.047781   12.580183   53.073130
31 2025-08-31  33.861926   13.417645   55.082342
32 2025-09-30  33.682067   14.748371   53.341242
33 2025-10-31  33.496212   13.113324   54.411500
34 2025-11-30  33.316352   12.693448   54.581130
Forecast for Asia and Product 556:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.712335   11.792741   56.351031
31 2025-08-31  33.276962   11.814997   54.363405
32 2025-09-30  32.855635   10.059346   56.901232
33 2025-10-31  32.420263   10.377112   53.874122
34 2025-11-30  31.998935   10.628126   54.121179
13:58:32 - cmdstanpy - INFO - Chain [1] start processing
13:58:32 - cmdstanpy - INFO - Chain [1] done processing
13:58:33 - cmdstanpy - INFO - Chain [1] start processing
13:58:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 557:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.214014   15.315602   60.805736
31 2025-08-31  37.710639   14.527807   60.878788
32 2025-09-30  37.223502   14.995097   57.863180
33 2025-10-31  36.720127   14.792994   59.141509
34 2025-11-30  36.232990   14.344586   59.822175
Forecast for Asia and Product 558:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.176176   22.389648   62.040542
31 2025-08-31  40.795353   21.702145   62.833429
32 2025-09-30  40.426815   20.759053   61.506505
33 2025-10-31  40.045992   19.290334   59.635539
34 2025-11-30  39.677454   19.051677   59.637794
13:58:33 - cmdstanpy - INFO - Chain [1] start processing
13:58:33 - cmdstanpy - INFO - Chain [1] done processing
13:58:33 - cmdstanpy - INFO - Chain [1] start processing
13:58:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 559:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.639784   14.879370   48.973424
31 2025-08-31  31.501687   13.216859   48.016348
32 2025-09-30  31.368044   13.764696   48.125170
33 2025-10-31  31.229947   12.786126   49.130359
34 2025-11-30  31.096304   13.038422   49.206511
Forecast for Asia and Product 560:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.478229   12.613732   45.826403
31 2025-08-31  27.858543   10.628125   44.848981
32 2025-09-30  27.258846   10.529593   43.779493
33 2025-10-31  26.639160    9.765591   43.230341
34 2025-11-30  26.039464    9.661482   42.781904
13:58:33 - cmdstanpy - INFO - Chain [1] start processing
13:58:33 - cmdstanpy - INFO - Chain [1] done processing
13:58:33 - cmdstanpy - INFO - Chain [1] start processing
13:58:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 561:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.163773   21.749101   56.011862
31 2025-08-31  37.992352   20.056099   56.138583
32 2025-09-30  37.826460   20.912680   56.295623
33 2025-10-31  37.655038   19.371034   55.672264
34 2025-11-30  37.489147   20.154818   55.045545
Forecast for Asia and Product 562:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.417444   10.428991   60.645832
31 2025-08-31  34.990435   11.410692   57.956348
32 2025-09-30  34.577201    9.303115   60.311701
33 2025-10-31  34.150193   10.674189   59.424296
34 2025-11-30  33.736959    9.074443   57.642865
13:58:33 - cmdstanpy - INFO - Chain [1] start processing
13:58:34 - cmdstanpy - INFO - Chain [1] done processing
13:58:34 - cmdstanpy - INFO - Chain [1] start processing
13:58:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 563:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.522448    7.335749   44.681364
31 2025-08-31  24.744886    5.372509   44.151532
32 2025-09-30  23.992407    5.721001   42.745484
33 2025-10-31  23.214846    4.751385   41.870435
34 2025-11-30  22.462367    3.981915   40.948115
Forecast for Asia and Product 564:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  33.288173   14.918720   53.101503
30 2025-08-31  33.231694   15.771764   51.289816
31 2025-09-30  33.177037   14.311322   51.868908
32 2025-10-31  33.120558   14.607971   51.683524
33 2025-11-30  33.065901   13.711788   52.500500
13:58:34 - cmdstanpy - INFO - Chain [1] start processing
13:58:34 - cmdstanpy - INFO - Chain [1] done processing
13:58:34 - cmdstanpy - INFO - Chain [1] start processing
13:58:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 565:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.488506   10.168174   50.922650
31 2025-08-31  30.957832   11.496066   52.397519
32 2025-09-30  30.444276   10.733838   50.522910
33 2025-10-31  29.913602    9.207050   51.107341
34 2025-11-30  29.400047    8.685617   49.260053
Forecast for Asia and Product 566:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.201625   29.319946   72.577859
31 2025-08-31  51.687087   28.919830   73.395050
32 2025-09-30  52.156888   29.055115   73.417862
33 2025-10-31  52.642350   30.681232   73.445258
34 2025-11-30  53.112152   31.308710   74.052823
13:58:34 - cmdstanpy - INFO - Chain [1] start processing
13:58:34 - cmdstanpy - INFO - Chain [1] done processing
13:58:34 - cmdstanpy - INFO - Chain [1] start processing
13:58:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 567:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.430446   14.294610   52.838831
31 2025-08-31  32.639343   13.889381   51.472270
32 2025-09-30  31.873758   11.347968   50.829244
33 2025-10-31  31.082654   12.225754   51.297765
34 2025-11-30  30.317070    9.981744   49.003725
Forecast for Asia and Product 568:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.699899   26.465792   69.256822
31 2025-08-31  47.888857   27.459351   69.551391
32 2025-09-30  48.071719   28.754618   68.732415
33 2025-10-31  48.260677   28.015397   70.114167
34 2025-11-30  48.443540   26.644857   69.795890
13:58:35 - cmdstanpy - INFO - Chain [1] start processing
13:58:35 - cmdstanpy - INFO - Chain [1] done processing
13:58:35 - cmdstanpy - INFO - Chain [1] start processing
13:58:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 569:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.866287   20.189106   53.103924
31 2025-08-31  34.756542   18.348512   51.782706
32 2025-09-30  34.650336   17.310432   52.839300
33 2025-10-31  34.540590   17.732520   52.115260
34 2025-11-30  34.434385   17.327934   51.878315
Forecast for Asia and Product 570:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.807104   27.820245   65.322572
31 2025-08-31  44.961535   26.737801   64.083630
32 2025-09-30  45.110985   27.509201   64.541319
33 2025-10-31  45.265417   26.074943   63.798486
34 2025-11-30  45.414866   26.380884   64.580092
13:58:35 - cmdstanpy - INFO - Chain [1] start processing
13:58:35 - cmdstanpy - INFO - Chain [1] done processing
13:58:35 - cmdstanpy - INFO - Chain [1] start processing
13:58:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 571:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.993177   28.986785   57.008252
31 2025-08-31  42.981282   28.576087   57.274830
32 2025-09-30  42.969770   28.313911   57.709264
33 2025-10-31  42.957875   28.079682   58.056924
34 2025-11-30  42.946364   28.935201   57.534346
Forecast for Asia and Product 572:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.421528   27.604845   60.850924
31 2025-08-31  44.767702   28.260435   62.079734
32 2025-09-30  45.102709   28.560737   62.410438
33 2025-10-31  45.448883   29.239482   63.054152
34 2025-11-30  45.783890   29.303990   62.327826
13:58:35 - cmdstanpy - INFO - Chain [1] start processing
13:58:35 - cmdstanpy - INFO - Chain [1] done processing
13:58:35 - cmdstanpy - INFO - Chain [1] start processing
13:58:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 573:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.555394   15.152542   63.984883
31 2025-08-31  39.319266   15.352149   62.304961
32 2025-09-30  39.090755   16.145887   62.706979
33 2025-10-31  38.854627   15.624154   62.908719
34 2025-11-30  38.626117   17.081796   64.134189
13:58:36 - cmdstanpy - INFO - Chain [1] start processing
13:58:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 574:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.700362   21.156940   60.942053
31 2025-08-31  41.911402   22.905476   63.426210
32 2025-09-30  42.115634   21.707547   63.603628
33 2025-10-31  42.326674   20.240566   62.737266
34 2025-11-30  42.530907   21.463445   63.597366
Forecast for Asia and Product 575:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.803526   27.757780   63.913471
31 2025-08-31  45.061945   28.149189   63.141529
32 2025-09-30  45.312028   27.917709   63.374699
33 2025-10-31  45.570447   28.288739   63.290599
34 2025-11-30  45.820530   28.652230   64.081655
13:58:36 - cmdstanpy - INFO - Chain [1] start processing
13:58:36 - cmdstanpy - INFO - Chain [1] done processing
13:58:36 - cmdstanpy - INFO - Chain [1] start processing
13:58:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 576:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.502485   13.797143   43.133539
31 2025-08-31  28.378062   12.366926   42.548944
32 2025-09-30  28.257653   13.072982   43.010263
33 2025-10-31  28.133231   13.160329   43.929936
34 2025-11-30  28.012822   12.946032   43.240919
Forecast for Asia and Product 577:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.861504   26.419721   64.757187
31 2025-08-31  46.364487   27.370436   66.479826
32 2025-09-30  46.851246   27.254489   65.763741
33 2025-10-31  47.354230   28.876283   64.641582
34 2025-11-30  47.840988   30.080982   66.064231
13:58:36 - cmdstanpy - INFO - Chain [1] start processing
13:58:36 - cmdstanpy - INFO - Chain [1] done processing
13:58:36 - cmdstanpy - INFO - Chain [1] start processing
13:58:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 578:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.427110   19.763842   52.699718
31 2025-08-31  35.619215   19.314639   52.246799
32 2025-09-30  35.805124   19.788141   52.407845
33 2025-10-31  35.997229   18.897153   52.199236
34 2025-11-30  36.183137   18.623426   51.948159
Forecast for Asia and Product 579:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.165063   20.751647   60.790847
31 2025-08-31  41.192004   21.457457   60.601392
32 2025-09-30  41.218075   21.672016   62.103799
33 2025-10-31  41.245016   23.527601   61.606370
34 2025-11-30  41.271088   21.365076   61.693138
13:58:37 - cmdstanpy - INFO - Chain [1] start processing
13:58:37 - cmdstanpy - INFO - Chain [1] done processing
13:58:37 - cmdstanpy - INFO - Chain [1] start processing
13:58:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 580:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.009779   34.255467   68.561122
31 2025-08-31  52.656004   36.224027   70.980834
32 2025-09-30  53.281383   36.347420   70.746124
33 2025-10-31  53.927609   36.631575   71.989986
34 2025-11-30  54.552988   37.532370   71.892382
Forecast for Asia and Product 581:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.535116   29.443548   67.938110
31 2025-08-31  48.854875   30.928966   67.078813
32 2025-09-30  49.164318   31.633989   67.711492
33 2025-10-31  49.484077   32.593643   68.443240
34 2025-11-30  49.793520   31.878761   67.741982
13:58:37 - cmdstanpy - INFO - Chain [1] start processing
13:58:37 - cmdstanpy - INFO - Chain [1] done processing
13:58:37 - cmdstanpy - INFO - Chain [1] start processing
13:58:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 582:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.425131    2.818613   43.641885
31 2025-08-31  22.422774    1.469518   43.339906
32 2025-09-30  21.452750   -0.587016   40.684137
33 2025-10-31  20.450393   -1.647044   40.884934
34 2025-11-30  19.480370   -1.370905   41.158901
Forecast for Asia and Product 583:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.965412   23.036876   58.115072
31 2025-08-31  40.753931   22.984199   59.558965
32 2025-09-30  40.549272   21.427196   55.931282
33 2025-10-31  40.337791   21.385219   57.410976
34 2025-11-30  40.133131   23.009044   57.783652
13:58:37 - cmdstanpy - INFO - Chain [1] start processing
13:58:37 - cmdstanpy - INFO - Chain [1] done processing
13:58:37 - cmdstanpy - INFO - Chain [1] start processing
13:58:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 584:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.303972    1.876769   48.812759
31 2025-08-31  24.482408    1.138394   47.058376
32 2025-09-30  23.687345    0.889481   44.959589
33 2025-10-31  22.865781    1.897814   44.976468
34 2025-11-30  22.070719   -0.079948   44.606310
Forecast for Asia and Product 585:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.587838    6.175847   53.583330
31 2025-08-31  30.072893    6.266214   53.872418
32 2025-09-30  29.574558    4.352463   55.791476
33 2025-10-31  29.059613    3.953405   51.753570
34 2025-11-30  28.561278    6.631607   51.353509
13:58:38 - cmdstanpy - INFO - Chain [1] start processing
13:58:38 - cmdstanpy - INFO - Chain [1] done processing
13:58:38 - cmdstanpy - INFO - Chain [1] start processing
13:58:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 586:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.266659   21.786257   58.968749
31 2025-08-31  40.204638   20.360871   59.597861
32 2025-09-30  40.144618   21.607396   59.172766
33 2025-10-31  40.082597   22.187016   58.137530
34 2025-11-30  40.022577   20.955096   60.020071
Forecast for Asia and Product 587:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.176949   20.055603   63.315060
31 2025-08-31  41.944688   19.814052   64.308055
32 2025-09-30  41.719919   19.207554   63.758637
33 2025-10-31  41.487658   19.499686   63.518097
34 2025-11-30  41.262889   21.263637   62.431816
13:58:38 - cmdstanpy - INFO - Chain [1] start processing
13:58:38 - cmdstanpy - INFO - Chain [1] done processing
13:58:38 - cmdstanpy - INFO - Chain [1] start processing
13:58:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 588:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.428983    4.176121   46.249969
31 2025-08-31  24.524074    3.470031   46.239135
32 2025-09-30  23.648356    1.867767   43.865305
33 2025-10-31  22.743447    0.184875   43.576199
34 2025-11-30  21.867728    1.560575   42.616499
Forecast for Asia and Product 589:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.490816   32.301622   69.826100
31 2025-08-31  51.194877   32.548930   69.077143
32 2025-09-30  51.876227   32.145380   71.177659
33 2025-10-31  52.580288   33.463771   70.426685
34 2025-11-30  53.261637   35.446802   72.356869
13:58:38 - cmdstanpy - INFO - Chain [1] start processing
13:58:38 - cmdstanpy - INFO - Chain [1] done processing
13:58:39 - cmdstanpy - INFO - Chain [1] start processing
13:58:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 590:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.698818    8.261178   56.318472
31 2025-08-31  33.319797    7.417311   58.607843
32 2025-09-30  32.953002   10.098610   57.487057
33 2025-10-31  32.573980    8.118838   56.319600
34 2025-11-30  32.207186    9.360335   55.450384
Forecast for Asia and Product 591:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.396233   23.991889   62.153275
31 2025-08-31  42.470367   24.608679   60.948374
32 2025-09-30  42.542110   25.785051   61.832021
33 2025-10-31  42.616244   24.881391   61.097182
34 2025-11-30  42.687987   24.606974   61.292974
13:58:39 - cmdstanpy - INFO - Chain [1] start processing
13:58:39 - cmdstanpy - INFO - Chain [1] done processing
13:58:39 - cmdstanpy - INFO - Chain [1] start processing
13:58:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 592:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.649966   28.416386   57.194387
31 2025-08-31  42.887443   27.531244   57.874823
32 2025-09-30  43.117259   28.121829   58.758142
33 2025-10-31  43.354736   29.278275   57.685133
34 2025-11-30  43.584552   28.296339   57.909878
Forecast for Asia and Product 593:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.263496   31.135816   79.254055
31 2025-08-31  56.165591   30.746067   78.207902
32 2025-09-30  57.038586   33.912808   79.312722
33 2025-10-31  57.940682   34.262575   80.159973
34 2025-11-30  58.813677   34.493220   81.679167
13:58:39 - cmdstanpy - INFO - Chain [1] start processing
13:58:39 - cmdstanpy - INFO - Chain [1] done processing
13:58:39 - cmdstanpy - INFO - Chain [1] start processing
13:58:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 594:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.892885   25.505966   70.473332
31 2025-08-31  48.194266   26.376935   70.798040
32 2025-09-30  48.485925   24.895959   71.355867
33 2025-10-31  48.787305   27.754677   71.476616
34 2025-11-30  49.078964   26.418885   70.079372
Forecast for Asia and Product 595:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.190414   35.566062   66.460084
31 2025-08-31  50.718030   33.921963   66.361615
32 2025-09-30  51.228626   35.134559   66.957189
33 2025-10-31  51.756242   36.577848   66.859736
34 2025-11-30  52.266839   35.837958   67.233793
13:58:39 - cmdstanpy - INFO - Chain [1] start processing
13:58:39 - cmdstanpy - INFO - Chain [1] done processing
13:58:40 - cmdstanpy - INFO - Chain [1] start processing
13:58:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 596:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.081456    7.871054   48.768780
31 2025-08-31  26.398541    6.367336   46.645418
32 2025-09-30  25.737655    3.965057   44.468316
33 2025-10-31  25.054740    4.355060   46.311545
34 2025-11-30  24.393854    3.630343   44.927131
Forecast for Asia and Product 597:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.943135    4.720169   34.468672
31 2025-08-31  18.931146    3.868991   32.368321
32 2025-09-30  17.951802    3.467057   31.523369
33 2025-10-31  16.939813    2.498351   31.916103
34 2025-11-30  15.960468    2.157497   31.239878
13:58:40 - cmdstanpy - INFO - Chain [1] start processing
13:58:40 - cmdstanpy - INFO - Chain [1] done processing
13:58:40 - cmdstanpy - INFO - Chain [1] start processing
13:58:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 598:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.150291   19.210136   54.743757
31 2025-08-31  36.068031   18.857064   54.583697
32 2025-09-30  35.988424   18.090922   53.456828
33 2025-10-31  35.906164   18.639937   53.192446
34 2025-11-30  35.826558   17.938189   53.679569
13:58:40 - cmdstanpy - INFO - Chain [1] start processing
13:58:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 599:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.125269   11.409408   58.196453
31 2025-08-31  34.762435   11.535939   59.347942
32 2025-09-30  34.411305   10.134251   59.940258
33 2025-10-31  34.048470    9.132784   55.700710
34 2025-11-30  33.697340   11.824166   56.364290
Forecast for Asia and Product 600:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.930843   24.954496   60.220899
31 2025-08-31  41.810645   25.942396   58.169084
32 2025-09-30  41.694325   25.812845   58.297855
33 2025-10-31  41.574127   24.353082   58.586313
34 2025-11-30  41.457806   24.985562   57.696198
13:58:40 - cmdstanpy - INFO - Chain [1] start processing
13:58:40 - cmdstanpy - INFO - Chain [1] done processing
13:58:41 - cmdstanpy - INFO - Chain [1] start processing
13:58:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 601:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.377232   33.416211   84.391591
31 2025-08-31  58.134073   32.558528   85.399221
32 2025-09-30  58.866499   33.396284   87.585427
33 2025-10-31  59.623339   31.704459   85.934673
34 2025-11-30  60.355765   33.285370   84.367709
Forecast for Asia and Product 602:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.425258   13.015935   50.382202
31 2025-08-31  31.012749   13.201955   50.118951
32 2025-09-30  30.613547   11.137856   50.457188
33 2025-10-31  30.201039   11.941374   50.058373
34 2025-11-30  29.801837   10.944693   49.343738
13:58:41 - cmdstanpy - INFO - Chain [1] start processing
13:58:41 - cmdstanpy - INFO - Chain [1] done processing
13:58:41 - cmdstanpy - INFO - Chain [1] start processing
13:58:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 603:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.120282   11.269378   45.509385
31 2025-08-31  27.682334    9.096686   44.022618
32 2025-09-30  27.258515    9.404810   44.039189
33 2025-10-31  26.820567    8.752774   45.040139
34 2025-11-30  26.396747    8.844640   43.066687
Forecast for Asia and Product 604:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.930190   16.586725   56.432772
31 2025-08-31  36.765551   16.929641   54.985371
32 2025-09-30  36.606223   15.416484   55.492324
33 2025-10-31  36.441584   17.228453   56.371764
34 2025-11-30  36.282256   16.678109   55.692081
13:58:41 - cmdstanpy - INFO - Chain [1] start processing
13:58:41 - cmdstanpy - INFO - Chain [1] done processing
13:58:41 - cmdstanpy - INFO - Chain [1] start processing
13:58:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 605:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.939976   20.710024   58.479364
31 2025-08-31  39.780764   22.609387   59.570473
32 2025-09-30  39.626688   20.903061   57.001335
33 2025-10-31  39.467477   21.283443   56.863520
34 2025-11-30  39.313401   20.785417   57.669220
Forecast for Asia and Product 606:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.162205   44.260912   83.323322
31 2025-08-31  65.345086   47.175996   82.456670
32 2025-09-30  66.489810   48.362823   85.329887
33 2025-10-31  67.672691   49.240034   85.566358
34 2025-11-30  68.817414   50.058671   87.995437
13:58:41 - cmdstanpy - INFO - Chain [1] start processing
13:58:41 - cmdstanpy - INFO - Chain [1] done processing
13:58:42 - cmdstanpy - INFO - Chain [1] start processing
13:58:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 607:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.832530   15.680473   52.630412
31 2025-08-31  33.774419   15.178249   52.650569
32 2025-09-30  33.718182   14.833291   52.427626
33 2025-10-31  33.660071   15.967517   51.171962
34 2025-11-30  33.603834   15.641585   52.095800
Forecast for Asia and Product 608:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.101127    3.512340   50.069087
31 2025-08-31  26.286489    3.284205   48.515779
32 2025-09-30  25.498129    2.750229   48.891898
33 2025-10-31  24.683491    2.625389   47.638527
34 2025-11-30  23.895131   -0.022682   46.948028
13:58:42 - cmdstanpy - INFO - Chain [1] start processing
13:58:42 - cmdstanpy - INFO - Chain [1] done processing
13:58:42 - cmdstanpy - INFO - Chain [1] start processing
13:58:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 609:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.458747   36.484462   72.079825
31 2025-08-31  55.233820   36.613768   74.182914
32 2025-09-30  55.983891   37.501513   72.263209
33 2025-10-31  56.758964   38.391440   75.562007
34 2025-11-30  57.509034   39.192791   74.859310
Forecast for Asia and Product 610:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.252704   41.323567   75.225839
31 2025-08-31  60.329922   41.249826   76.240502
32 2025-09-30  61.372391   43.602304   78.399996
33 2025-10-31  62.449609   44.161136   79.043356
34 2025-11-30  63.492079   45.138489   79.500750
13:58:42 - cmdstanpy - INFO - Chain [1] start processing
13:58:42 - cmdstanpy - INFO - Chain [1] done processing
13:58:42 - cmdstanpy - INFO - Chain [1] start processing
13:58:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 611:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.334414   14.355877   57.858701
31 2025-08-31  36.245746   16.259920   57.715417
32 2025-09-30  36.159939   17.116573   58.085897
33 2025-10-31  36.071271   15.585883   58.137167
34 2025-11-30  35.985463   13.455168   58.682727
Forecast for Asia and Product 612:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.835357   24.035002   54.509640
31 2025-08-31  37.761130   22.359853   53.454181
32 2025-09-30  37.689298   23.002359   54.121269
33 2025-10-31  37.615072   21.083545   52.954251
34 2025-11-30  37.543240   21.698708   52.663673
13:58:43 - cmdstanpy - INFO - Chain [1] start processing
13:58:43 - cmdstanpy - INFO - Chain [1] done processing
13:58:43 - cmdstanpy - INFO - Chain [1] start processing
13:58:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 613:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.747790   11.122758   53.806224
31 2025-08-31  32.676428   12.399417   52.502974
32 2025-09-30  32.607368   11.953633   54.589597
33 2025-10-31  32.536006   11.493843   53.421423
34 2025-11-30  32.466946   12.667135   52.240346
Forecast for Asia and Product 614:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.321219   29.000978   57.134690
31 2025-08-31  43.284932   27.827427   58.415794
32 2025-09-30  43.249816   29.438437   57.299257
33 2025-10-31  43.213530   29.696650   57.055589
34 2025-11-30  43.178414   29.063053   59.168381
13:58:43 - cmdstanpy - INFO - Chain [1] start processing
13:58:43 - cmdstanpy - INFO - Chain [1] done processing
13:58:43 - cmdstanpy - INFO - Chain [1] start processing
13:58:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 615:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.526590    9.717892   45.655483
31 2025-08-31  27.944742    8.462211   46.194174
32 2025-09-30  27.381663    9.936847   45.318709
33 2025-10-31  26.799815    7.707965   45.029009
34 2025-11-30  26.236736    7.986752   44.164494
Forecast for Asia and Product 616:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.179973   26.679917   64.562189
31 2025-08-31  45.327879   26.512415   64.855542
32 2025-09-30  45.471013   26.817848   65.630283
33 2025-10-31  45.618919   25.610951   63.261985
34 2025-11-30  45.762053   26.203618   65.916507
13:58:43 - cmdstanpy - INFO - Chain [1] start processing
13:58:43 - cmdstanpy - INFO - Chain [1] done processing
13:58:43 - cmdstanpy - INFO - Chain [1] start processing
13:58:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 617:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.605720   23.003206   51.017314
31 2025-08-31  36.312045   21.148803   48.706306
32 2025-09-30  36.027844   21.706639   50.044750
33 2025-10-31  35.734169   20.666124   51.522109
34 2025-11-30  35.449968   21.012854   49.715792
Forecast for Asia and Product 618:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.878155   13.732227   48.419441
31 2025-08-31  30.253839   12.883281   47.913749
32 2025-09-30  29.649662   11.867465   46.452743
33 2025-10-31  29.025346   11.927789   46.493882
34 2025-11-30  28.421170   12.189752   46.154545
13:58:44 - cmdstanpy - INFO - Chain [1] start processing
13:58:44 - cmdstanpy - INFO - Chain [1] done processing
13:58:44 - cmdstanpy - INFO - Chain [1] start processing
13:58:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 619:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.003974   27.781356   69.314315
31 2025-08-31  48.244218   26.001291   70.201837
32 2025-09-30  48.476713   26.207025   71.230273
33 2025-10-31  48.716958   28.555620   68.916508
34 2025-11-30  48.949452   27.562911   70.903751
Forecast for Asia and Product 620:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.053160   32.882596   77.894694
31 2025-08-31  56.753537   35.823013   77.505856
32 2025-09-30  57.431321   35.654722   78.400697
33 2025-10-31  58.131698   37.386931   79.982759
34 2025-11-30  58.809482   35.718607   82.541778
13:58:44 - cmdstanpy - INFO - Chain [1] start processing
13:58:44 - cmdstanpy - INFO - Chain [1] done processing
13:58:44 - cmdstanpy - INFO - Chain [1] start processing
13:58:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 621:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.963836   16.110222   51.487356
31 2025-08-31  32.763433   14.529906   50.504822
32 2025-09-30  32.569495   13.829094   50.407090
33 2025-10-31  32.369093   12.889827   50.528484
34 2025-11-30  32.175155   14.157449   48.571892
Forecast for Asia and Product 622:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.203266   15.385209   53.322681
31 2025-08-31  35.165293   15.175705   53.954115
32 2025-09-30  35.128546   16.030569   52.515048
33 2025-10-31  35.090574   16.635734   55.875509
34 2025-11-30  35.053826   15.264676   53.946685
13:58:44 - cmdstanpy - INFO - Chain [1] start processing
13:58:44 - cmdstanpy - INFO - Chain [1] done processing
13:58:44 - cmdstanpy - INFO - Chain [1] start processing
13:58:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 623:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.970219   28.703179   56.476439
31 2025-08-31  42.968757   28.253925   56.644497
32 2025-09-30  42.967343   29.640588   56.675330
33 2025-10-31  42.965881   29.386135   57.237221
34 2025-11-30  42.964467   28.309430   56.880932
Forecast for Asia and Product 624:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.437705   15.114162   55.556387
31 2025-08-31  35.230640   14.544441   54.555251
32 2025-09-30  35.030255   13.980878   56.052292
33 2025-10-31  34.823191   14.023299   56.566779
34 2025-11-30  34.622806   14.240374   55.568404
13:58:45 - cmdstanpy - INFO - Chain [1] start processing
13:58:45 - cmdstanpy - INFO - Chain [1] done processing
13:58:45 - cmdstanpy - INFO - Chain [1] start processing
13:58:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 625:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.361782   29.828317   71.299202
31 2025-08-31  49.807994   30.882347   69.062769
32 2025-09-30  50.239811   29.228603   71.490756
33 2025-10-31  50.686023   30.441245   70.895237
34 2025-11-30  51.117840   30.074009   72.868866
Forecast for Asia and Product 626:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.743788   16.101689   46.583271
31 2025-08-31  31.396978   16.109156   46.667947
32 2025-09-30  31.061355   15.121665   47.090087
33 2025-10-31  30.714544   15.036711   46.575064
34 2025-11-30  30.378921   14.535843   46.334634
13:58:45 - cmdstanpy - INFO - Chain [1] start processing
13:58:45 - cmdstanpy - INFO - Chain [1] done processing
13:58:45 - cmdstanpy - INFO - Chain [1] start processing
13:58:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 627:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.230125   18.303746   56.627545
31 2025-08-31  37.142437   18.272531   56.380496
32 2025-09-30  37.057578   17.388185   55.950410
33 2025-10-31  36.969890   18.829529   55.910462
34 2025-11-30  36.885030   19.214802   55.829492
Forecast for Asia and Product 628:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.162222   17.209066   48.660068
31 2025-08-31  31.606536   16.700681   45.772685
32 2025-09-30  31.068776   16.740670   46.939121
33 2025-10-31  30.513090   16.269520   46.770989
34 2025-11-30  29.975330   13.828505   43.770870
13:58:45 - cmdstanpy - INFO - Chain [1] start processing
13:58:45 - cmdstanpy - INFO - Chain [1] done processing
13:58:46 - cmdstanpy - INFO - Chain [1] start processing
13:58:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 629:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.309905   28.358361   69.971583
31 2025-08-31  50.473018   30.200307   70.722662
32 2025-09-30  50.630869   28.848771   70.556963
33 2025-10-31  50.793982   29.369669   71.289466
34 2025-11-30  50.951833   29.785570   71.653217
Forecast for Asia and Product 630:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.194727   30.146212   60.639094
31 2025-08-31  45.293892   29.110633   61.596605
32 2025-09-30  45.389859   29.545778   60.705942
33 2025-10-31  45.489025   28.920967   60.927676
34 2025-11-30  45.584992   29.840769   61.886108
13:58:46 - cmdstanpy - INFO - Chain [1] start processing
13:58:46 - cmdstanpy - INFO - Chain [1] done processing
13:58:46 - cmdstanpy - INFO - Chain [1] start processing
13:58:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 631:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.020485    7.078248   49.949691
31 2025-08-31  28.624197    5.754620   50.862868
32 2025-09-30  28.240693    7.317374   49.361405
33 2025-10-31  27.844405    5.196880   49.199290
34 2025-11-30  27.460901    5.585623   48.379997
Forecast for Asia and Product 632:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.183540   16.839573   58.703396
31 2025-08-31  38.014912   15.930318   60.244500
32 2025-09-30  37.851723   16.215408   61.261232
33 2025-10-31  37.683095   15.470149   59.595237
34 2025-11-30  37.519907   14.431604   59.990978
13:58:46 - cmdstanpy - INFO - Chain [1] start processing
13:58:46 - cmdstanpy - INFO - Chain [1] done processing
13:58:46 - cmdstanpy - INFO - Chain [1] start processing
13:58:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 633:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.565675   23.250123   60.437489
31 2025-08-31  41.857192   25.220248   61.797156
32 2025-09-30  42.139305   25.086327   60.179874
33 2025-10-31  42.430822   24.734797   60.534156
34 2025-11-30  42.712935   23.914653   60.127892
Forecast for Asia and Product 634:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.930103   36.129869   69.873699
31 2025-08-31  53.412109   37.093057   70.616900
32 2025-09-30  53.878567   38.387581   71.299969
33 2025-10-31  54.360573   37.815017   71.128663
34 2025-11-30  54.827031   37.116505   70.198579
13:58:46 - cmdstanpy - INFO - Chain [1] start processing
13:58:46 - cmdstanpy - INFO - Chain [1] done processing
13:58:47 - cmdstanpy - INFO - Chain [1] start processing
13:58:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 635:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.410773   23.315949   55.028430
31 2025-08-31  39.333128   22.539363   54.675026
32 2025-09-30  39.257987   22.755854   55.110082
33 2025-10-31  39.180341   22.299136   54.052032
34 2025-11-30  39.105200   23.343951   55.561593
Forecast for Asia and Product 636:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.531382   14.989006   48.377020
31 2025-08-31  31.300892   13.969920   46.903301
32 2025-09-30  31.077838   14.603943   47.501095
33 2025-10-31  30.847349   12.882943   48.188687
34 2025-11-30  30.624294   12.982314   47.056255
13:58:47 - cmdstanpy - INFO - Chain [1] start processing
13:58:47 - cmdstanpy - INFO - Chain [1] done processing
13:58:47 - cmdstanpy - INFO - Chain [1] start processing
13:58:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 637:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.640119   12.609448   49.991099
31 2025-08-31  31.105692   13.228768   51.067091
32 2025-09-30  30.588505   11.015077   48.313267
33 2025-10-31  30.054078   11.906210   49.445961
34 2025-11-30  29.536891   10.337703   47.629935
Forecast for Asia and Product 638:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.432377   -4.792398   45.644418
31 2025-08-31  21.572354   -3.890496   46.112222
32 2025-09-30  20.740073   -6.180692   48.300108
33 2025-10-31  19.880050   -5.345452   48.670728
34 2025-11-30  19.047769   -7.468972   45.267035
13:58:47 - cmdstanpy - INFO - Chain [1] start processing
13:58:47 - cmdstanpy - INFO - Chain [1] done processing
13:58:47 - cmdstanpy - INFO - Chain [1] start processing
13:58:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 639:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.161179    4.998831   41.101090
31 2025-08-31  21.292464    2.581491   39.314979
32 2025-09-30  20.451772    1.474619   38.955615
33 2025-10-31  19.583056    1.458475   39.369817
34 2025-11-30  18.742364   -0.200691   38.155760
Forecast for Asia and Product 640:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.116862   15.579152   53.462221
31 2025-08-31  33.620341   14.836111   53.105562
32 2025-09-30  33.139836   13.357970   52.546189
33 2025-10-31  32.643315   14.222332   51.844743
34 2025-11-30  32.162810   13.018101   49.465189
13:58:48 - cmdstanpy - INFO - Chain [1] start processing
13:58:48 - cmdstanpy - INFO - Chain [1] done processing
13:58:48 - cmdstanpy - INFO - Chain [1] start processing
13:58:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 641:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.700016   26.287655   57.390925
31 2025-08-31  43.061557   27.084858   58.036570
32 2025-09-30  43.411435   28.015780   58.970263
33 2025-10-31  43.772975   28.456803   59.591513
34 2025-11-30  44.122853   26.935909   60.408252
Forecast for Asia and Product 642:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.559963   20.295120   60.977892
31 2025-08-31  39.448242   18.514949   60.395657
32 2025-09-30  39.340126   18.713432   59.114033
33 2025-10-31  39.228406   19.275272   59.781568
34 2025-11-30  39.120290   18.466897   58.253229
13:58:48 - cmdstanpy - INFO - Chain [1] start processing
13:58:48 - cmdstanpy - INFO - Chain [1] done processing
13:58:48 - cmdstanpy - INFO - Chain [1] start processing
13:58:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 643:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.325631   22.922080   61.899769
31 2025-08-31  41.187944   22.679776   59.584392
32 2025-09-30  41.054700   23.040978   59.864114
33 2025-10-31  40.917014   23.135381   58.819297
34 2025-11-30  40.783769   22.080128   58.883183
Forecast for Asia and Product 644:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.765353   22.954458   65.056927
31 2025-08-31  44.925417   25.592794   63.721656
32 2025-09-30  45.080318   25.497802   66.227771
33 2025-10-31  45.240382   25.123773   65.858604
34 2025-11-30  45.395283   25.626150   65.554231
13:58:48 - cmdstanpy - INFO - Chain [1] start processing
13:58:48 - cmdstanpy - INFO - Chain [1] done processing
13:58:48 - cmdstanpy - INFO - Chain [1] start processing
13:58:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 645:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.535649   22.514006   76.311889
31 2025-08-31  48.060716   23.333551   73.548212
32 2025-09-30  48.568846   24.251618   73.778652
33 2025-10-31  49.093913   25.477330   73.633130
34 2025-11-30  49.602043   24.605729   77.272760
Forecast for Asia and Product 646:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.916933   11.323197   55.191765
31 2025-08-31  33.371228   11.945051   54.992924
32 2025-09-30  32.843126   10.199867   56.159020
33 2025-10-31  32.297421   10.515093   54.245248
34 2025-11-30  31.769319    9.108166   54.517182
13:58:49 - cmdstanpy - INFO - Chain [1] start processing
13:58:49 - cmdstanpy - INFO - Chain [1] done processing
13:58:49 - cmdstanpy - INFO - Chain [1] start processing
13:58:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 647:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.707141   20.364105   51.771369
31 2025-08-31  36.773458   20.456196   53.313126
32 2025-09-30  36.837636   20.919985   53.079978
33 2025-10-31  36.903953   21.305324   52.540448
34 2025-11-30  36.968131   21.059661   51.107381
Forecast for Asia and Product 648:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.937424   28.445220   76.123408
31 2025-08-31  52.435224   29.579574   75.800868
32 2025-09-30  52.916965   29.199663   75.652458
33 2025-10-31  53.414765   31.199120   76.026066
34 2025-11-30  53.896507   31.115183   77.921856
13:58:49 - cmdstanpy - INFO - Chain [1] start processing
13:58:49 - cmdstanpy - INFO - Chain [1] done processing
13:58:49 - cmdstanpy - INFO - Chain [1] start processing
13:58:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 649:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.856367   19.399650   70.183900
31 2025-08-31  45.197968   24.370350   69.377085
32 2025-09-30  45.528551   23.547107   69.925863
33 2025-10-31  45.870152   21.673398   69.263981
34 2025-11-30  46.200734   23.752687   71.038775
Forecast for Asia and Product 650:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.393185   -1.778002   35.673541
31 2025-08-31  16.226438   -3.808381   34.724962
32 2025-09-30  15.097328   -4.195442   32.826887
33 2025-10-31  13.930582   -4.437402   31.774162
34 2025-11-30  12.801472   -5.529617   32.416555
13:58:49 - cmdstanpy - INFO - Chain [1] start processing
13:58:49 - cmdstanpy - INFO - Chain [1] done processing
13:58:49 - cmdstanpy - INFO - Chain [1] start processing
13:58:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 651:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.202000    8.265716   44.785666
31 2025-08-31  25.654975    8.712809   44.959052
32 2025-09-30  25.125597    7.183461   43.863668
33 2025-10-31  24.578572    4.865032   42.721442
34 2025-11-30  24.049193    5.353063   44.389229
Forecast for Asia and Product 652:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.480907   15.559558   58.436764
31 2025-08-31  36.123436   15.045010   58.357995
32 2025-09-30  35.777496   14.565014   58.013337
33 2025-10-31  35.420026   12.799053   56.848312
34 2025-11-30  35.074086   13.933435   56.579043
13:58:50 - cmdstanpy - INFO - Chain [1] start processing
13:58:50 - cmdstanpy - INFO - Chain [1] done processing
13:58:50 - cmdstanpy - INFO - Chain [1] start processing
13:58:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 653:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.691371   16.411040   64.844531
31 2025-08-31  39.668632   16.033244   62.588805
32 2025-09-30  39.646627   17.302089   63.885421
33 2025-10-31  39.623889   14.883559   64.972112
34 2025-11-30  39.601884   14.659198   64.113009
Forecast for Asia and Product 654:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.512316   27.575226   73.917339
31 2025-08-31  51.052593   26.904088   74.417514
32 2025-09-30  51.575443   27.736007   74.589766
33 2025-10-31  52.115720   27.775821   76.335991
34 2025-11-30  52.638569   29.867295   75.423231
13:58:50 - cmdstanpy - INFO - Chain [1] start processing
13:58:50 - cmdstanpy - INFO - Chain [1] done processing
13:58:50 - cmdstanpy - INFO - Chain [1] start processing
13:58:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 655:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.727350   18.573719   51.223253
31 2025-08-31  35.729193   18.124325   52.909588
32 2025-09-30  35.730976   18.880110   52.248398
33 2025-10-31  35.732819   18.583328   52.128144
34 2025-11-30  35.734602   17.571978   52.774700
Forecast for Asia and Product 656:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.230441   23.490680   66.436392
31 2025-08-31  45.377754   23.222160   66.382653
32 2025-09-30  45.520314   24.079341   66.773862
33 2025-10-31  45.667627   24.115813   66.131251
34 2025-11-30  45.810188   23.491222   67.177549
13:58:50 - cmdstanpy - INFO - Chain [1] start processing
13:58:50 - cmdstanpy - INFO - Chain [1] done processing
13:58:51 - cmdstanpy - INFO - Chain [1] start processing
13:58:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 657:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.306487   43.498834   85.071525
31 2025-08-31  65.418477   45.616528   85.783513
32 2025-09-30  66.494597   46.205178   90.303143
33 2025-10-31  67.606588   46.844868   87.734073
34 2025-11-30  68.682708   47.217454   89.168479
Forecast for Asia and Product 658:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.467154   14.158493   63.375231
31 2025-08-31  38.474546   14.376063   62.856338
32 2025-09-30  38.481698   14.577385   62.002518
33 2025-10-31  38.489090   15.277907   61.749416
34 2025-11-30  38.496243   13.976531   63.537598
13:58:51 - cmdstanpy - INFO - Chain [1] start processing
13:58:51 - cmdstanpy - INFO - Chain [1] done processing
13:58:51 - cmdstanpy - INFO - Chain [1] start processing
13:58:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 659:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.240416   19.531866   54.289726
31 2025-08-31  36.062799   17.287266   53.534187
32 2025-09-30  35.890913   18.294800   54.283972
33 2025-10-31  35.713296   16.808915   53.510481
34 2025-11-30  35.541409   17.236663   53.783414
Forecast for Asia and Product 660:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.309096    1.980894   43.367964
31 2025-08-31  21.351763   -0.136743   41.177550
32 2025-09-30  20.425312    0.640542   40.405543
33 2025-10-31  19.467979   -0.168435   37.785087
34 2025-11-30  18.541528   -0.272319   38.560096
13:58:51 - cmdstanpy - INFO - Chain [1] start processing
13:58:51 - cmdstanpy - INFO - Chain [1] done processing
13:58:51 - cmdstanpy - INFO - Chain [1] start processing
13:58:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 661:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.535698   11.008189   59.149885
31 2025-08-31  35.990131   11.908363   58.379761
32 2025-09-30  35.462163   13.686831   60.744250
33 2025-10-31  34.916596   11.069092   57.886106
34 2025-11-30  34.388627    8.304984   58.164121
Forecast for Asia and Product 662:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.352459   23.259778   59.348293
31 2025-08-31  41.550902   22.738009   58.951607
32 2025-09-30  41.742943   24.223368   61.097726
33 2025-10-31  41.941386   23.691699   58.358659
34 2025-11-30  42.133427   23.397523   59.983627
13:58:51 - cmdstanpy - INFO - Chain [1] start processing
13:58:52 - cmdstanpy - INFO - Chain [1] done processing
13:58:52 - cmdstanpy - INFO - Chain [1] start processing
13:58:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 663:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.323925    5.026865   47.146116
31 2025-08-31  25.542192    6.971638   45.794883
32 2025-09-30  24.785677    4.502378   43.842138
33 2025-10-31  24.003944    3.488531   43.209865
34 2025-11-30  23.247429    3.111662   43.828835
Forecast for Asia and Product 664:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.287643   33.538903   59.542264
31 2025-08-31  46.380049   33.001443   59.555884
32 2025-09-30  46.469473   33.219906   59.282653
33 2025-10-31  46.561878   32.822825   59.656075
34 2025-11-30  46.651302   32.322885   59.961222
13:58:52 - cmdstanpy - INFO - Chain [1] start processing
13:58:52 - cmdstanpy - INFO - Chain [1] done processing
13:58:52 - cmdstanpy - INFO - Chain [1] start processing
13:58:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 665:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.923320   27.840379   71.930381
31 2025-08-31  50.182762   26.018581   74.164735
32 2025-09-30  50.433835   26.347409   74.055851
33 2025-10-31  50.693277   27.521498   74.204700
34 2025-11-30  50.944350   28.386789   74.594174
Forecast for Asia and Product 666:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.437293   11.319426   54.498849
31 2025-08-31  33.264734   12.308620   55.223216
32 2025-09-30  33.097741   11.100557   54.999314
33 2025-10-31  32.925181   10.843443   54.423599
34 2025-11-30  32.758188    9.306878   55.513448
13:58:52 - cmdstanpy - INFO - Chain [1] start processing
13:58:52 - cmdstanpy - INFO - Chain [1] done processing
13:58:52 - cmdstanpy - INFO - Chain [1] start processing
13:58:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 667:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.217000    6.455043   46.696635
31 2025-08-31  25.614643    6.230229   46.891867
32 2025-09-30  25.031717    4.998499   44.299778
33 2025-10-31  24.429360    5.190327   44.959422
34 2025-11-30  23.846434    3.556154   43.057320
Forecast for Asia and Product 668:
           ds       yhat  yhat_lower  yhat_upper
29 2025-06-30  46.848310   27.317228   68.400850
30 2025-07-31  47.177705   27.196323   67.440923
31 2025-08-31  47.507100   28.021804   67.450349
32 2025-09-30  47.825869   28.829245   67.302350
33 2025-10-31  48.155265   27.960489   66.347051
13:58:53 - cmdstanpy - INFO - Chain [1] start processing
13:58:53 - cmdstanpy - INFO - Chain [1] done processing
13:58:53 - cmdstanpy - INFO - Chain [1] start processing
13:58:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 669:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.122888   -7.219509   45.644230
31 2025-08-31  18.144067   -7.840365   44.479006
32 2025-09-30  17.196821   -9.209145   44.559187
33 2025-10-31  16.218000   -8.251046   42.112910
34 2025-11-30  15.270754  -10.879096   43.672536
Forecast for Asia and Product 670:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.459278   31.024725   71.708589
31 2025-08-31  52.275575   33.257701   73.869999
32 2025-09-30  53.065540   32.156832   74.431734
33 2025-10-31  53.881837   34.196008   74.814140
34 2025-11-30  54.671802   35.368084   74.131273
13:58:53 - cmdstanpy - INFO - Chain [1] start processing
13:58:53 - cmdstanpy - INFO - Chain [1] done processing
13:58:53 - cmdstanpy - INFO - Chain [1] start processing
13:58:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 671:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.107680   18.035536   53.673903
31 2025-08-31  34.715180   17.764856   51.642129
32 2025-09-30  34.335340   16.606310   53.011666
33 2025-10-31  33.942839   16.346087   51.916729
34 2025-11-30  33.563000   15.409259   51.533458
Forecast for Asia and Product 672:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.492645   44.391805   81.410135
31 2025-08-31  65.661038   47.211719   82.547536
32 2025-09-30  66.791742   49.536836   84.994829
33 2025-10-31  67.960135   49.364322   87.352642
34 2025-11-30  69.090838   50.520818   87.397982
13:58:53 - cmdstanpy - INFO - Chain [1] start processing
13:58:53 - cmdstanpy - INFO - Chain [1] done processing
13:58:53 - cmdstanpy - INFO - Chain [1] start processing
13:58:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 673:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.232560   11.515430   58.804971
31 2025-08-31  34.967171   12.089026   59.384422
32 2025-09-30  34.710343   13.149115   59.022556
33 2025-10-31  34.444954   12.703145   56.552757
34 2025-11-30  34.188126   12.102541   55.570607
Forecast for Asia and Product 674:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.439776   20.778138   54.942641
31 2025-08-31  38.545000   22.340184   56.633621
32 2025-09-30  38.646831   22.208116   55.540836
33 2025-10-31  38.752055   21.957848   54.992504
34 2025-11-30  38.853886   23.378033   55.961541
13:58:54 - cmdstanpy - INFO - Chain [1] start processing
13:58:54 - cmdstanpy - INFO - Chain [1] done processing
13:58:54 - cmdstanpy - INFO - Chain [1] start processing
13:58:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 675:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.585413   13.111215   53.263349
31 2025-08-31  32.032706   13.524518   52.399091
32 2025-09-30  31.497827   12.418964   50.628431
33 2025-10-31  30.945120   11.087113   51.667774
34 2025-11-30  30.410242   10.868825   49.547733
Forecast for Asia and Product 676:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.214454    4.417088   43.448433
31 2025-08-31  21.358736    2.532654   41.675522
32 2025-09-30  20.530621    1.519276   41.612058
33 2025-10-31  19.674903    0.446237   40.665119
34 2025-11-30  18.846788   -1.296664   38.013947
13:58:54 - cmdstanpy - INFO - Chain [1] start processing
13:58:54 - cmdstanpy - INFO - Chain [1] done processing
13:58:54 - cmdstanpy - INFO - Chain [1] start processing
13:58:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 677:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.683603   26.461391   65.857640
31 2025-08-31  45.990184   25.814599   65.546429
32 2025-09-30  46.286876   28.191457   66.714110
33 2025-10-31  46.593457   27.160997   67.148641
34 2025-11-30  46.890149   26.615525   65.916155
Forecast for Asia and Product 678:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.028859   28.626086   68.784810
31 2025-08-31  49.364234   30.621301   69.683270
32 2025-09-30  49.688791   30.621090   70.281909
33 2025-10-31  50.024166   29.537716   68.795377
34 2025-11-30  50.348723   30.204223   70.314959
13:58:54 - cmdstanpy - INFO - Chain [1] start processing
13:58:54 - cmdstanpy - INFO - Chain [1] done processing
13:58:55 - cmdstanpy - INFO - Chain [1] start processing
13:58:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 679:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.310878   28.787763   75.656157
31 2025-08-31  52.499051   29.511471   78.240087
32 2025-09-30  52.681155   28.891936   77.314509
33 2025-10-31  52.869329   28.560318   74.428804
34 2025-11-30  53.051432   30.966466   78.738375
Forecast for Asia and Product 680:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.916013   28.827278   80.136623
31 2025-08-31  54.361263   30.166658   79.465202
32 2025-09-30  54.792150   30.919284   80.584071
33 2025-10-31  55.237401   31.382870   80.057688
34 2025-11-30  55.668288   31.823330   82.404784
13:58:55 - cmdstanpy - INFO - Chain [1] start processing
13:58:55 - cmdstanpy - INFO - Chain [1] done processing
13:58:55 - cmdstanpy - INFO - Chain [1] start processing
13:58:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 681:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.923314   16.736465   49.325033
31 2025-08-31  32.696920   16.290305   49.311421
32 2025-09-30  32.477829   16.526505   47.833828
33 2025-10-31  32.251434   16.031166   47.497508
34 2025-11-30  32.032343   15.733022   47.471497
Forecast for Asia and Product 682:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.686277   41.984834   71.532983
31 2025-08-31  56.698664   41.456206   71.195850
32 2025-09-30  57.678392   42.310193   72.927662
33 2025-10-31  58.690779   43.996769   72.677749
34 2025-11-30  59.670508   44.211797   75.136146
13:58:55 - cmdstanpy - INFO - Chain [1] start processing
13:58:55 - cmdstanpy - INFO - Chain [1] done processing
13:58:55 - cmdstanpy - INFO - Chain [1] start processing
13:58:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 683:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.514526   40.929441   73.547572
31 2025-08-31  57.238938   39.276465   73.649542
32 2025-09-30  57.939982   41.260076   74.225205
33 2025-10-31  58.664394   41.061929   76.331574
34 2025-11-30  59.365437   42.650162   75.070846
Forecast for Asia and Product 684:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.612729   21.825186   53.703508
31 2025-08-31  37.524301   21.376946   53.241921
32 2025-09-30  37.438725   20.941030   53.190880
33 2025-10-31  37.350297   21.900105   53.814258
34 2025-11-30  37.264722   19.501155   53.331286
13:58:55 - cmdstanpy - INFO - Chain [1] start processing
13:58:55 - cmdstanpy - INFO - Chain [1] done processing
13:58:56 - cmdstanpy - INFO - Chain [1] start processing
13:58:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 685:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.620115   19.761540   60.969653
31 2025-08-31  41.922837   21.921978   61.267470
32 2025-09-30  42.215793   23.845502   63.232455
33 2025-10-31  42.518515   22.771167   61.845129
34 2025-11-30  42.811471   22.306385   62.933603
Forecast for Asia and Product 686:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.460358   19.865345   62.267647
31 2025-08-31  40.154690   20.714696   60.383158
32 2025-09-30  39.858882   19.484329   60.660677
33 2025-10-31  39.553213   19.221417   59.209848
34 2025-11-30  39.257405   18.473213   60.379852
13:58:56 - cmdstanpy - INFO - Chain [1] start processing
13:58:56 - cmdstanpy - INFO - Chain [1] done processing
13:58:56 - cmdstanpy - INFO - Chain [1] start processing
13:58:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 687:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.157099   14.467114   71.016875
31 2025-08-31  44.160233   15.837148   71.881898
32 2025-09-30  44.163266   15.177225   73.262513
33 2025-10-31  44.166400   18.436289   71.902926
34 2025-11-30  44.169433   16.148435   72.720767
Forecast for Asia and Product 688:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.516173   22.813025   59.955603
31 2025-08-31  41.643345   22.762772   59.659758
32 2025-09-30  41.766414   23.899508   60.131222
33 2025-10-31  41.893585   23.199935   60.916685
34 2025-11-30  42.016654   23.156374   59.886053
13:58:56 - cmdstanpy - INFO - Chain [1] start processing
13:58:56 - cmdstanpy - INFO - Chain [1] done processing
13:58:56 - cmdstanpy - INFO - Chain [1] start processing
13:58:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 689:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.202075   15.602681   52.400240
31 2025-08-31  33.605791   14.546888   52.609955
32 2025-09-30  33.028742   13.171996   52.446714
33 2025-10-31  32.432458   13.102737   49.509624
34 2025-11-30  31.855408   11.448691   49.524883
Forecast for Asia and Product 690:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.790180   15.561421   47.581996
31 2025-08-31  31.448549   15.340390   47.142670
32 2025-09-30  31.117939   15.579862   47.412526
33 2025-10-31  30.776308   15.291448   45.514116
34 2025-11-30  30.445697   14.348783   45.437909
13:58:56 - cmdstanpy - INFO - Chain [1] start processing
13:58:57 - cmdstanpy - INFO - Chain [1] done processing
13:58:57 - cmdstanpy - INFO - Chain [1] start processing
13:58:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 691:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.907651   22.002123   63.270607
31 2025-08-31  42.026730   21.127719   63.705367
32 2025-09-30  42.141968   21.543165   64.940016
33 2025-10-31  42.261047   19.706499   63.337185
34 2025-11-30  42.376284   19.806365   64.122563
Forecast for Asia and Product 692:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.939959   22.962346   63.197414
31 2025-08-31  43.198942   21.381361   62.283627
32 2025-09-30  43.449570   22.305393   63.235511
33 2025-10-31  43.708553   22.426210   63.675806
34 2025-11-30  43.959182   22.446669   64.240724
13:58:57 - cmdstanpy - INFO - Chain [1] start processing
13:58:57 - cmdstanpy - INFO - Chain [1] done processing
13:58:57 - cmdstanpy - INFO - Chain [1] start processing
13:58:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 693:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  11.313540  -12.794943   35.757052
31 2025-08-31   9.932335  -13.550123   32.052387
32 2025-09-30   8.595685  -17.726487   31.138406
33 2025-10-31   7.214480  -17.243149   32.356809
34 2025-11-30   5.877830  -18.160002   30.058476
Forecast for Asia and Product 694:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.688092   23.632419   58.602187
31 2025-08-31  40.750771   23.325604   57.205336
32 2025-09-30  40.811428   23.766669   58.363007
33 2025-10-31  40.874106   22.544997   59.353524
34 2025-11-30  40.934763   22.091001   59.453867
13:58:57 - cmdstanpy - INFO - Chain [1] start processing
13:58:57 - cmdstanpy - INFO - Chain [1] done processing
13:58:57 - cmdstanpy - INFO - Chain [1] start processing
13:58:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 695:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.845559    0.152634   40.049317
31 2025-08-31  19.180748   -3.035427   39.834735
32 2025-09-30  18.537382   -1.144147   38.314712
33 2025-10-31  17.872571   -3.748987   38.209062
34 2025-11-30  17.229206   -2.424046   36.762332
Forecast for Asia and Product 696:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.993022   25.594836   62.772823
31 2025-08-31  43.102278   23.619329   61.176697
32 2025-09-30  43.208010   23.212770   59.735825
33 2025-10-31  43.317266   24.926101   61.155340
34 2025-11-30  43.422998   26.348695   62.396955
13:58:58 - cmdstanpy - INFO - Chain [1] start processing
13:58:58 - cmdstanpy - INFO - Chain [1] done processing
13:58:58 - cmdstanpy - INFO - Chain [1] start processing
13:58:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 697:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.313286   24.998633   76.477639
31 2025-08-31  51.672071   26.062353   77.262315
32 2025-09-30  52.019282   26.939019   78.010415
33 2025-10-31  52.378066   28.639489   78.447769
34 2025-11-30  52.725277   28.482763   76.794926
Forecast for Asia and Product 698:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.932162   37.495722   83.744718
31 2025-08-31  60.807127   37.308960   87.344030
32 2025-09-30  61.653867   37.550515   86.224123
33 2025-10-31  62.528831   37.159220   86.599790
34 2025-11-30  63.375572   37.463919   88.311558
13:58:58 - cmdstanpy - INFO - Chain [1] start processing
13:58:58 - cmdstanpy - INFO - Chain [1] done processing
13:58:58 - cmdstanpy - INFO - Chain [1] start processing
13:58:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 699:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.769066   22.319115   67.907312
31 2025-08-31  46.218253   23.331642   66.739244
32 2025-09-30  46.652950   26.518925   67.623331
33 2025-10-31  47.102136   22.463146   68.665246
34 2025-11-30  47.536833   25.849954   70.771352
Forecast for Asia and Product 700:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.182931   18.843212   54.187861
31 2025-08-31  35.943516   18.698162   54.001431
32 2025-09-30  35.711825   17.531632   54.410248
33 2025-10-31  35.472410   18.624055   53.117814
34 2025-11-30  35.240719   17.748146   53.397095
13:58:58 - cmdstanpy - INFO - Chain [1] start processing
13:58:58 - cmdstanpy - INFO - Chain [1] done processing
13:58:58 - cmdstanpy - INFO - Chain [1] start processing
13:58:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 701:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  65.325065   47.193285   83.563438
31 2025-08-31  66.789498   49.905434   84.899990
32 2025-09-30  68.206691   49.568765   85.082005
33 2025-10-31  69.671124   53.073759   86.508298
34 2025-11-30  71.088317   53.401493   87.762750
Forecast for Asia and Product 702:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.150790    7.030916   40.560226
31 2025-08-31  23.395025    5.095927   40.331141
32 2025-09-30  22.663639    5.273153   39.645204
33 2025-10-31  21.907874    4.624388   38.330945
34 2025-11-30  21.176488    5.126131   38.003577
13:58:59 - cmdstanpy - INFO - Chain [1] start processing
13:58:59 - cmdstanpy - INFO - Chain [1] done processing
13:58:59 - cmdstanpy - INFO - Chain [1] start processing
13:58:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 703:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.049049   28.123611   56.508708
31 2025-08-31  42.087934   26.719651   57.077720
32 2025-09-30  42.125565   27.493216   56.680308
33 2025-10-31  42.164450   27.445137   56.043401
34 2025-11-30  42.202081   27.081026   58.160948
Forecast for Asia and Product 704:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.453949   41.116421   70.880574
31 2025-08-31  55.981388   40.664092   72.321298
32 2025-09-30  56.491813   40.421487   69.930199
33 2025-10-31  57.019252   40.562758   71.753842
34 2025-11-30  57.529677   42.391651   72.526835
13:58:59 - cmdstanpy - INFO - Chain [1] start processing
13:58:59 - cmdstanpy - INFO - Chain [1] done processing
13:58:59 - cmdstanpy - INFO - Chain [1] start processing
13:58:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 705:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.552515    7.725027   48.100579
31 2025-08-31  28.896037    8.472155   48.226348
32 2025-09-30  28.260735    9.442868   47.044724
33 2025-10-31  27.604257    8.426510   47.680856
34 2025-11-30  26.968955    6.669349   45.310263
Forecast for Asia and Product 706:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.104086   26.372670   68.699433
31 2025-08-31  47.574462   26.837320   68.037122
32 2025-09-30  48.029666   26.229836   69.433769
33 2025-10-31  48.500043   28.055716   70.690030
34 2025-11-30  48.955246   28.090202   69.580915
13:58:59 - cmdstanpy - INFO - Chain [1] start processing
13:58:59 - cmdstanpy - INFO - Chain [1] done processing
13:59:00 - cmdstanpy - INFO - Chain [1] start processing
13:59:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 707:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.693046   16.288202   66.967424
31 2025-08-31  42.676580   17.681616   70.315990
32 2025-09-30  42.660645   16.533923   68.729094
33 2025-10-31  42.644179   15.197916   71.013799
34 2025-11-30  42.628244   15.932503   70.109960
Forecast for Asia and Product 708:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.593356   23.763851   55.855863
31 2025-08-31  39.417937   24.408238   53.889225
32 2025-09-30  39.248176   23.189375   55.231779
33 2025-10-31  39.072756   24.816569   55.302612
34 2025-11-30  38.902995   22.593257   54.798259
13:59:00 - cmdstanpy - INFO - Chain [1] start processing
13:59:00 - cmdstanpy - INFO - Chain [1] done processing
13:59:00 - cmdstanpy - INFO - Chain [1] start processing
13:59:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 709:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.613581   28.411015   71.124650
31 2025-08-31  50.075388   29.044099   70.180353
32 2025-09-30  50.522299   29.850403   70.816845
33 2025-10-31  50.984107   31.720132   72.016208
34 2025-11-30  51.431017   30.941454   71.879400
Forecast for Asia and Product 710:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.062424   36.394582   61.801513
31 2025-08-31  49.710821   37.212340   61.912185
32 2025-09-30  50.338301   38.048002   62.826840
33 2025-10-31  50.986698   39.160900   64.294544
34 2025-11-30  51.614179   39.611549   62.977822
13:59:00 - cmdstanpy - INFO - Chain [1] start processing
13:59:00 - cmdstanpy - INFO - Chain [1] done processing
13:59:00 - cmdstanpy - INFO - Chain [1] start processing
13:59:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 711:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.434668   22.879574   57.138321
31 2025-08-31  40.136221   21.621113   57.600155
32 2025-09-30  39.847401   21.566449   56.967743
33 2025-10-31  39.548954   21.648812   57.338152
34 2025-11-30  39.260134   21.858543   57.535453
Forecast for Asia and Product 712:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.336128   21.431859   54.619943
31 2025-08-31  38.245378   23.599664   54.365425
32 2025-09-30  38.157555   21.789115   55.379763
33 2025-10-31  38.066805   22.367287   54.845476
34 2025-11-30  37.978982   22.000128   53.246740
13:59:00 - cmdstanpy - INFO - Chain [1] start processing
13:59:00 - cmdstanpy - INFO - Chain [1] done processing
13:59:01 - cmdstanpy - INFO - Chain [1] start processing
13:59:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 713:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  49.454379   22.969306   73.949617
30 2025-08-31  49.683500   25.493275   74.263484
31 2025-09-30  49.905230   25.629456   76.086292
32 2025-10-31  50.134350   26.525780   74.195646
33 2025-11-30  50.356080   27.091167   74.551502
Forecast for Asia and Product 714:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.874447   14.854088   53.046953
31 2025-08-31  33.585831   16.018463   51.406354
32 2025-09-30  33.306525   15.280439   50.358214
33 2025-10-31  33.017909   14.793450   50.937702
34 2025-11-30  32.738603   13.671028   50.263192
13:59:01 - cmdstanpy - INFO - Chain [1] start processing
13:59:01 - cmdstanpy - INFO - Chain [1] done processing
13:59:01 - cmdstanpy - INFO - Chain [1] start processing
13:59:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 715:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.888845    2.657335   37.580713
31 2025-08-31  19.911331    3.296317   35.942475
32 2025-09-30  18.965349    1.718489   35.940981
33 2025-10-31  17.987834    1.059566   34.978553
34 2025-11-30  17.041852   -0.387038   34.200541
Forecast for Asia and Product 716:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.488781    4.292482   37.816534
31 2025-08-31  20.594125    4.048790   37.944524
32 2025-09-30  19.728330    2.716009   36.913507
33 2025-10-31  18.833675    1.877641   35.280491
34 2025-11-30  17.967879    0.759444   34.665859
13:59:01 - cmdstanpy - INFO - Chain [1] start processing
13:59:01 - cmdstanpy - INFO - Chain [1] done processing
13:59:01 - cmdstanpy - INFO - Chain [1] start processing
13:59:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 717:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.585331    9.204762   55.532841
31 2025-08-31  32.173769    9.851018   55.391949
32 2025-09-30  31.775483    8.463146   55.072890
33 2025-10-31  31.363921    9.500400   54.303473
34 2025-11-30  30.965635    8.336870   55.681378
Forecast for Asia and Product 718:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.006564   20.535940   58.069866
31 2025-08-31  40.245457   20.917762   60.789227
32 2025-09-30  40.476644   21.996770   60.384795
33 2025-10-31  40.715537   22.811115   59.001051
34 2025-11-30  40.946724   22.194834   60.109784
13:59:01 - cmdstanpy - INFO - Chain [1] start processing
13:59:02 - cmdstanpy - INFO - Chain [1] done processing
13:59:02 - cmdstanpy - INFO - Chain [1] start processing
13:59:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 719:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.988367   18.960074   56.810255
31 2025-08-31  38.742599   20.837603   57.051526
32 2025-09-30  38.504760   19.072783   57.153030
33 2025-10-31  38.258992   19.855751   56.576567
34 2025-11-30  38.021153   20.115568   57.375486
Forecast for Asia and Product 720:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.929669   16.255659   67.695981
31 2025-08-31  42.794704   19.412744   69.695305
32 2025-09-30  42.664092   17.753325   68.577794
33 2025-10-31  42.529127   17.459255   67.015967
34 2025-11-30  42.398516   17.321691   67.547607
13:59:02 - cmdstanpy - INFO - Chain [1] start processing
13:59:02 - cmdstanpy - INFO - Chain [1] done processing
13:59:02 - cmdstanpy - INFO - Chain [1] start processing
13:59:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 721:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.022821   22.534893   55.262409
31 2025-08-31  38.898571   21.456822   56.003972
32 2025-09-30  38.778329   22.300275   56.130881
33 2025-10-31  38.654079   20.652658   56.698629
34 2025-11-30  38.533837   21.154834   55.035744
Forecast for Asia and Product 722:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.902295   15.405427   55.824134
31 2025-08-31  35.514826   16.348725   53.998934
32 2025-09-30  35.139857   15.920528   53.851146
33 2025-10-31  34.752388   15.429491   53.627889
34 2025-11-30  34.377418   15.893680   54.642090
13:59:02 - cmdstanpy - INFO - Chain [1] start processing
13:59:02 - cmdstanpy - INFO - Chain [1] done processing
13:59:02 - cmdstanpy - INFO - Chain [1] start processing
13:59:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 723:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.841254   30.701441   68.596581
31 2025-08-31  49.387983   30.534232   70.632290
32 2025-09-30  49.917076   29.560597   68.508149
33 2025-10-31  50.463805   31.439145   69.409655
34 2025-11-30  50.992897   29.811322   69.990799
Forecast for Asia and Product 724:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  1.120931  -13.723575   15.978177
31 2025-08-31 -0.798869  -15.841208   14.069075
32 2025-09-30 -2.656740  -16.487930   11.865836
33 2025-10-31 -4.576540  -18.976160    9.540367
34 2025-11-30 -6.434412  -20.458127    8.387556
13:59:03 - cmdstanpy - INFO - Chain [1] start processing
13:59:03 - cmdstanpy - INFO - Chain [1] done processing
13:59:03 - cmdstanpy - INFO - Chain [1] start processing
13:59:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 725:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.248008   29.834659   63.487076
31 2025-08-31  47.691611   29.490610   63.782632
32 2025-09-30  48.120903   30.487492   64.082759
33 2025-10-31  48.564505   30.952979   65.045236
34 2025-11-30  48.993798   32.930599   66.891267
Forecast for Asia and Product 726:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.763116   19.195703   57.799332
31 2025-08-31  37.356902   18.283105   57.425277
32 2025-09-30  36.963792   17.842235   56.819072
33 2025-10-31  36.557579   17.163199   54.756595
34 2025-11-30  36.164469   16.337505   56.414447
13:59:03 - cmdstanpy - INFO - Chain [1] start processing
13:59:03 - cmdstanpy - INFO - Chain [1] done processing
13:59:03 - cmdstanpy - INFO - Chain [1] start processing
13:59:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 727:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.014592   16.368958   57.913953
31 2025-08-31  38.071417   17.245472   58.954065
32 2025-09-30  38.126408   18.500361   57.184518
33 2025-10-31  38.183232   18.277241   57.662351
34 2025-11-30  38.238224   17.669238   59.235413
Forecast for Asia and Product 728:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.486377    6.498339   51.254049
31 2025-08-31  28.018613    5.219026   53.287874
32 2025-09-30  27.565939    4.453139   49.521684
33 2025-10-31  27.098175    4.447544   49.865677
34 2025-11-30  26.645501    5.105432   48.079269
13:59:03 - cmdstanpy - INFO - Chain [1] start processing
13:59:03 - cmdstanpy - INFO - Chain [1] done processing
13:59:03 - cmdstanpy - INFO - Chain [1] start processing
13:59:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 729:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.581854   15.605211   64.631450
31 2025-08-31  40.409909   17.075587   65.409905
32 2025-09-30  40.243510   16.230379   64.677691
33 2025-10-31  40.071565   15.275472   63.488945
34 2025-11-30  39.905166   15.670865   62.814596
Forecast for Asia and Product 730:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.371674   27.397986   72.701191
31 2025-08-31  50.775185   27.831890   72.656800
32 2025-09-30  51.165679   26.558774   74.095963
33 2025-10-31  51.569190   28.244519   73.977847
34 2025-11-30  51.959685   27.405870   74.084057
13:59:04 - cmdstanpy - INFO - Chain [1] start processing
13:59:04 - cmdstanpy - INFO - Chain [1] done processing
13:59:04 - cmdstanpy - INFO - Chain [1] start processing
13:59:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 731:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.652269   29.468817   70.106780
31 2025-08-31  51.154848   30.415362   68.906034
32 2025-09-30  51.641215   33.146117   70.660141
33 2025-10-31  52.143794   31.377538   72.331946
34 2025-11-30  52.630160   31.870389   71.557591
Forecast for Asia and Product 732:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.441931   15.798380   61.845296
31 2025-08-31  39.387279   16.085452   60.567118
32 2025-09-30  39.334390   16.692075   61.504047
33 2025-10-31  39.279739   17.506169   60.750149
34 2025-11-30  39.226850   16.278447   60.574707
13:59:04 - cmdstanpy - INFO - Chain [1] start processing
13:59:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 733:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.022341   24.546116   68.866560
31 2025-08-31  47.381187   25.219675   69.535694
32 2025-09-30  47.728458   25.177686   70.180694
33 2025-10-31  48.087304   27.431488   71.664937
34 2025-11-30  48.434575   26.806912   70.087020
13:59:04 - cmdstanpy - INFO - Chain [1] start processing
13:59:04 - cmdstanpy - INFO - Chain [1] done processing
13:59:05 - cmdstanpy - INFO - Chain [1] start processing
13:59:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 734:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.234984    5.581596   54.542546
31 2025-08-31  29.781466    8.425399   52.129839
32 2025-09-30  29.342579    8.295816   52.241608
33 2025-10-31  28.889061    5.714491   52.621834
34 2025-11-30  28.450174    3.611712   51.825561
Forecast for Asia and Product 735:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.752849   18.573790   55.958167
31 2025-08-31  36.573898   18.921330   53.996007
32 2025-09-30  36.400719   17.600130   55.705440
33 2025-10-31  36.221767   17.905661   55.113128
34 2025-11-30  36.048588   16.663284   55.245718
13:59:05 - cmdstanpy - INFO - Chain [1] start processing
13:59:05 - cmdstanpy - INFO - Chain [1] done processing
13:59:05 - cmdstanpy - INFO - Chain [1] start processing
13:59:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 736:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.797425   18.978598   63.480979
31 2025-08-31  40.949104   19.524378   62.406693
32 2025-09-30  41.095890   19.749920   62.409396
33 2025-10-31  41.247569   18.601072   62.027493
34 2025-11-30  41.394355   20.157847   61.849363
Forecast for Asia and Product 737:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.417016   26.275366   68.552690
31 2025-08-31  47.586399   26.482844   68.536900
32 2025-09-30  47.750318   26.444261   68.719868
33 2025-10-31  47.919701   27.302919   69.483729
34 2025-11-30  48.083621   28.120454   68.399583
13:59:05 - cmdstanpy - INFO - Chain [1] start processing
13:59:05 - cmdstanpy - INFO - Chain [1] done processing
13:59:05 - cmdstanpy - INFO - Chain [1] start processing
13:59:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 738:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.206244   21.621351   55.900288
31 2025-08-31  39.065923   22.788051   56.106797
32 2025-09-30  38.930127   22.517999   55.684933
33 2025-10-31  38.789806   22.355195   56.093434
34 2025-11-30  38.654011   21.683586   55.123452
Forecast for Asia and Product 739:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.071380   19.050673   52.976769
31 2025-08-31  35.641303   19.969875   53.037395
32 2025-09-30  35.225099   18.536002   52.357015
33 2025-10-31  34.795021   17.752131   52.071854
34 2025-11-30  34.378817   18.042788   51.603568
13:59:05 - cmdstanpy - INFO - Chain [1] start processing
13:59:06 - cmdstanpy - INFO - Chain [1] done processing
13:59:06 - cmdstanpy - INFO - Chain [1] start processing
13:59:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 740:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.809206   19.751282   61.376933
31 2025-08-31  39.717510   17.527756   61.449307
32 2025-09-30  39.628772   19.099330   62.442599
33 2025-10-31  39.537076   20.126392   61.597860
34 2025-11-30  39.448337   17.743122   60.320950
Forecast for Asia and Product 741:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.426718   18.388468   50.345585
31 2025-08-31  34.297184   18.462194   49.428260
32 2025-09-30  34.171829   17.943314   49.083782
33 2025-10-31  34.042295   18.974750   48.692850
34 2025-11-30  33.916939   18.854722   49.269147
13:59:06 - cmdstanpy - INFO - Chain [1] start processing
13:59:06 - cmdstanpy - INFO - Chain [1] done processing
13:59:06 - cmdstanpy - INFO - Chain [1] start processing
13:59:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 742:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.442771   17.905019   53.175025
31 2025-08-31  35.343134   16.102038   55.132877
32 2025-09-30  35.246710   16.274927   52.662995
33 2025-10-31  35.147072   15.417407   53.713007
34 2025-11-30  35.050648   15.777296   53.546616
Forecast for Asia and Product 743:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.536310   24.121599   65.385635
31 2025-08-31  45.662137   23.672069   65.993053
32 2025-09-30  45.783905   24.904899   67.094328
33 2025-10-31  45.909731   25.852012   67.638516
34 2025-11-30  46.031499   23.606908   66.714584
13:59:06 - cmdstanpy - INFO - Chain [1] start processing
13:59:06 - cmdstanpy - INFO - Chain [1] done processing
13:59:06 - cmdstanpy - INFO - Chain [1] start processing
13:59:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 744:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.301980   16.869122   55.997538
31 2025-08-31  35.826673   16.941219   57.350397
32 2025-09-30  35.366698   17.153107   54.533984
33 2025-10-31  34.891391   13.802928   55.051158
34 2025-11-30  34.431417   15.292897   54.608934
Forecast for Asia and Product 745:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.297529   27.512076   59.189286
31 2025-08-31  43.694539   28.259486   58.533905
32 2025-09-30  44.078742   28.968591   59.413839
33 2025-10-31  44.475751   29.989222   59.953676
34 2025-11-30  44.859954   30.465367   59.986382
13:59:06 - cmdstanpy - INFO - Chain [1] start processing
13:59:07 - cmdstanpy - INFO - Chain [1] done processing
13:59:07 - cmdstanpy - INFO - Chain [1] start processing
13:59:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 746:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.945717   24.612621   68.183095
31 2025-08-31  47.435010   26.642950   69.597794
32 2025-09-30  47.908518   26.096690   69.863588
33 2025-10-31  48.397810   28.333785   71.176393
34 2025-11-30  48.871319   26.676540   71.213644
Forecast for Asia and Product 747:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.533905   22.220948   64.786545
31 2025-08-31  43.724754   23.225355   65.215386
32 2025-09-30  43.909446   23.281101   68.361224
33 2025-10-31  44.100295   22.256279   66.175207
34 2025-11-30  44.284988   22.076059   66.957900
13:59:07 - cmdstanpy - INFO - Chain [1] start processing
13:59:07 - cmdstanpy - INFO - Chain [1] done processing
13:59:07 - cmdstanpy - INFO - Chain [1] start processing
13:59:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 748:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.064603    1.734819   52.458010
31 2025-08-31  26.374006    2.686800   50.778643
32 2025-09-30  25.705687    2.397771   48.765838
33 2025-10-31  25.015090    2.373298   49.145087
34 2025-11-30  24.346770    1.117502   47.643513
Forecast for Asia and Product 749:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.863894   22.324780   57.437419
31 2025-08-31  39.836252   21.961013   58.962912
32 2025-09-30  39.809502   21.113018   57.572415
33 2025-10-31  39.781860   21.229865   57.659922
34 2025-11-30  39.755109   21.404201   57.998441
13:59:07 - cmdstanpy - INFO - Chain [1] start processing
13:59:07 - cmdstanpy - INFO - Chain [1] done processing
13:59:07 - cmdstanpy - INFO - Chain [1] start processing
13:59:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 750:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.416055   21.590591   51.361559
31 2025-08-31  36.368822   21.469761   50.633980
32 2025-09-30  36.323113   21.505553   50.754761
33 2025-10-31  36.275880   21.250397   50.119622
34 2025-11-30  36.230171   22.207870   51.549493
Forecast for Asia and Product 751:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.489362   14.832272   51.715311
31 2025-08-31  33.492481   15.595092   51.493734
32 2025-09-30  33.495500   15.759841   52.136151
33 2025-10-31  33.498620   15.638885   51.325942
34 2025-11-30  33.501639   14.843075   50.744873
13:59:08 - cmdstanpy - INFO - Chain [1] start processing
13:59:08 - cmdstanpy - INFO - Chain [1] done processing
13:59:08 - cmdstanpy - INFO - Chain [1] start processing
13:59:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 752:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.029515   20.043789   60.594787
31 2025-08-31  40.791434   20.875109   59.815559
32 2025-09-30  40.561032   20.349353   60.304368
33 2025-10-31  40.322951   21.340587   58.806631
34 2025-11-30  40.092550   19.538841   59.602757
Forecast for Asia and Product 753:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.163415    0.422012   52.799779
31 2025-08-31  26.491986   -1.040008   51.974494
32 2025-09-30  25.842217   -0.950039   52.948008
33 2025-10-31  25.170789   -1.091358   51.991350
34 2025-11-30  24.521019   -1.610815   51.981586
13:59:08 - cmdstanpy - INFO - Chain [1] start processing
13:59:08 - cmdstanpy - INFO - Chain [1] done processing
13:59:08 - cmdstanpy - INFO - Chain [1] start processing
13:59:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 754:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.000313   30.380020   85.281831
31 2025-08-31  58.522994   33.209415   84.844040
32 2025-09-30  59.028813   32.821990   84.986892
33 2025-10-31  59.551494   31.937308   86.983817
34 2025-11-30  60.057314   34.411869   84.606105
Forecast for Asia and Product 755:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.181783   26.320606   64.818465
31 2025-08-31  45.334666   26.202800   64.883466
32 2025-09-30  45.482618   24.495665   63.628941
33 2025-10-31  45.635501   27.758221   63.193311
34 2025-11-30  45.783452   25.722380   64.766308
13:59:08 - cmdstanpy - INFO - Chain [1] start processing
13:59:08 - cmdstanpy - INFO - Chain [1] done processing
13:59:08 - cmdstanpy - INFO - Chain [1] start processing
13:59:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 756:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.936715   25.979692   60.508381
31 2025-08-31  42.768266   25.488619   59.959080
32 2025-09-30  42.605250   25.148758   59.806927
33 2025-10-31  42.436801   24.562102   59.322906
34 2025-11-30  42.273786   24.025623   60.672392
Forecast for Asia and Product 757:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.948971   21.011348   54.022003
31 2025-08-31  37.816200   20.119386   56.417738
32 2025-09-30  37.687712   21.491151   55.031128
33 2025-10-31  37.554942   22.067511   55.632482
34 2025-11-30  37.426454   18.748967   53.646863
13:59:09 - cmdstanpy - INFO - Chain [1] start processing
13:59:09 - cmdstanpy - INFO - Chain [1] done processing
13:59:09 - cmdstanpy - INFO - Chain [1] start processing
13:59:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 758:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.867388   14.015962   52.474969
31 2025-08-31  32.577996   12.831957   52.503867
32 2025-09-30  32.297938   14.152942   51.816264
33 2025-10-31  32.008546   12.492949   50.475371
34 2025-11-30  31.728489   13.285750   50.618164
Forecast for Asia and Product 759:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.117762   10.607564   43.269565
31 2025-08-31  26.500569    9.151013   42.613789
32 2025-09-30  25.903286    8.404411   42.258686
33 2025-10-31  25.286093    8.829271   40.694518
34 2025-11-30  24.688809    8.430455   42.148782
13:59:09 - cmdstanpy - INFO - Chain [1] start processing
13:59:09 - cmdstanpy - INFO - Chain [1] done processing
13:59:09 - cmdstanpy - INFO - Chain [1] start processing
13:59:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 760:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.561574   18.002134   50.266569
31 2025-08-31  33.235290   17.524910   49.919774
32 2025-09-30  32.919530   15.358320   48.543454
33 2025-10-31  32.593245   17.591919   47.822996
34 2025-11-30  32.277486   16.562310   47.258458
Forecast for Asia and Product 761:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.619591   21.010731   63.497360
31 2025-08-31  42.788276   22.085170   63.298419
32 2025-09-30  42.951519   22.571729   66.252181
33 2025-10-31  43.120204   20.243323   63.978057
34 2025-11-30  43.283448   21.532080   64.035983
13:59:09 - cmdstanpy - INFO - Chain [1] start processing
13:59:09 - cmdstanpy - INFO - Chain [1] done processing
13:59:10 - cmdstanpy - INFO - Chain [1] start processing
13:59:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 762:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.493276   13.243073   49.806228
31 2025-08-31  30.928967   13.568166   49.491593
32 2025-09-30  30.382861   13.030082   48.354068
33 2025-10-31  29.818552   11.530486   48.342556
34 2025-11-30  29.272447   12.252714   47.518630
Forecast for Asia and Product 763:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.274211   19.590999   51.402575
31 2025-08-31  34.919124   18.836054   50.579254
32 2025-09-30  34.575491   18.354730   49.428273
33 2025-10-31  34.220403   17.450085   50.486108
34 2025-11-30  33.876770   17.209465   49.299271
13:59:10 - cmdstanpy - INFO - Chain [1] start processing
13:59:10 - cmdstanpy - INFO - Chain [1] done processing
13:59:10 - cmdstanpy - INFO - Chain [1] start processing
13:59:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 764:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.885377   20.172588   72.981015
31 2025-08-31  46.855858   20.078802   70.956951
32 2025-09-30  46.827290   20.972273   74.632124
33 2025-10-31  46.797771   19.270792   72.728358
34 2025-11-30  46.769203   18.009871   71.226802
Forecast for Asia and Product 765:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.086024   15.112751   56.656804
31 2025-08-31  34.637471   12.782522   57.566456
32 2025-09-30  34.203387   12.471743   56.052253
33 2025-10-31  33.754833   11.853495   55.547595
34 2025-11-30  33.320749   11.859733   55.795425
13:59:10 - cmdstanpy - INFO - Chain [1] start processing
13:59:10 - cmdstanpy - INFO - Chain [1] done processing
13:59:10 - cmdstanpy - INFO - Chain [1] start processing
13:59:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 766:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.681481   15.933466   55.708182
31 2025-08-31  35.397576   15.200964   54.249295
32 2025-09-30  35.122829   15.901060   53.958145
33 2025-10-31  34.838925   14.627816   53.734553
34 2025-11-30  34.564178   15.680729   52.399226
Forecast for Asia and Product 767:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.368102   25.893566   58.521024
31 2025-08-31  42.627065   27.251575   59.191548
32 2025-09-30  42.877674   27.097226   58.384706
33 2025-10-31  43.136636   27.657608   58.489409
34 2025-11-30  43.387245   28.259668   58.796676
13:59:10 - cmdstanpy - INFO - Chain [1] start processing
13:59:11 - cmdstanpy - INFO - Chain [1] done processing
13:59:11 - cmdstanpy - INFO - Chain [1] start processing
13:59:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 768:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.010927    7.530741   50.796042
31 2025-08-31  29.552895    8.125060   52.959148
32 2025-09-30  29.109638    5.481623   51.718385
33 2025-10-31  28.651606    6.612658   50.398172
34 2025-11-30  28.208350    6.636896   50.381713
Forecast for Asia and Product 769:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.816246   22.853206   56.169062
31 2025-08-31  40.090040   23.205835   56.577857
32 2025-09-30  40.355001   23.718758   58.025907
33 2025-10-31  40.628794   22.784405   58.464457
34 2025-11-30  40.893756   23.505132   57.398397
13:59:11 - cmdstanpy - INFO - Chain [1] start processing
13:59:11 - cmdstanpy - INFO - Chain [1] done processing
13:59:11 - cmdstanpy - INFO - Chain [1] start processing
13:59:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 770:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.579817   15.020580   52.732258
31 2025-08-31  33.242317   14.183732   52.201989
32 2025-09-30  32.915704   14.115114   51.951336
33 2025-10-31  32.578204   13.438400   50.669182
34 2025-11-30  32.251591   13.841216   50.328225
Forecast for Asia and Product 771:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.029825   21.247623   55.526373
31 2025-08-31  38.663804   22.631632   56.658212
32 2025-09-30  38.309590   20.801092   54.691479
33 2025-10-31  37.943568   20.838184   55.515399
34 2025-11-30  37.589354   19.273723   54.384598
13:59:11 - cmdstanpy - INFO - Chain [1] start processing
13:59:11 - cmdstanpy - INFO - Chain [1] done processing
13:59:11 - cmdstanpy - INFO - Chain [1] start processing
13:59:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 772:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.672779   15.652636   59.380354
31 2025-08-31  37.733979   17.317434   58.171391
32 2025-09-30  37.793206   17.303889   58.762933
33 2025-10-31  37.854406   16.805589   57.380585
34 2025-11-30  37.913632   17.880297   59.289973
Forecast for Asia and Product 773:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.700241   16.485559   60.578660
31 2025-08-31  37.565635   15.997514   60.064050
32 2025-09-30  37.435373   16.668152   58.873966
33 2025-10-31  37.300767   16.850569   58.094155
34 2025-11-30  37.170505   14.864785   57.401613
13:59:12 - cmdstanpy - INFO - Chain [1] start processing
13:59:12 - cmdstanpy - INFO - Chain [1] done processing
13:59:12 - cmdstanpy - INFO - Chain [1] start processing
13:59:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 774:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.290928   28.233898   72.558196
31 2025-08-31  50.605581   27.080213   72.760007
32 2025-09-30  50.910084   29.265689   73.196403
33 2025-10-31  51.224737   29.640812   73.561867
34 2025-11-30  51.529240   28.980097   72.825237
Forecast for Asia and Product 775:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.007442   17.350491   52.431380
31 2025-08-31  33.777314   16.190860   51.822367
32 2025-09-30  33.554610   14.828968   52.615665
33 2025-10-31  33.324482   16.176877   52.331536
34 2025-11-30  33.101777   14.871800   51.935745
13:59:12 - cmdstanpy - INFO - Chain [1] start processing
13:59:12 - cmdstanpy - INFO - Chain [1] done processing
13:59:12 - cmdstanpy - INFO - Chain [1] start processing
13:59:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 776:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.455329   39.140565   78.378089
31 2025-08-31  59.211359   40.092220   77.080165
32 2025-09-30  59.943000   42.116819   78.810370
33 2025-10-31  60.699030   41.066272   79.796689
34 2025-11-30  61.430671   41.030400   80.912316
Forecast for Asia and Product 777:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.631104   15.990486   45.104935
31 2025-08-31  30.074955   14.764462   45.020329
32 2025-09-30  29.536747   14.070481   45.082622
33 2025-10-31  28.980598   14.897453   44.528885
34 2025-11-30  28.442390   13.853116   43.700985
13:59:12 - cmdstanpy - INFO - Chain [1] start processing
13:59:12 - cmdstanpy - INFO - Chain [1] done processing
13:59:12 - cmdstanpy - INFO - Chain [1] start processing
13:59:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 778:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.308174   18.301122   57.122066
31 2025-08-31  37.188273   17.911380   56.524661
32 2025-09-30  37.072240   18.216440   56.093290
33 2025-10-31  36.952339   18.166542   55.967892
34 2025-11-30  36.836306   16.074467   55.381702
Forecast for Asia and Product 779:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.508307   16.763893   59.582504
31 2025-08-31  38.437881   15.163114   58.768720
32 2025-09-30  38.369727   15.933127   58.709179
33 2025-10-31  38.299301   18.253128   60.102804
34 2025-11-30  38.231147   16.899498   61.824168
13:59:13 - cmdstanpy - INFO - Chain [1] start processing
13:59:13 - cmdstanpy - INFO - Chain [1] done processing
13:59:13 - cmdstanpy - INFO - Chain [1] start processing
13:59:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 780:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.585949   25.718508   57.647659
31 2025-08-31  41.459037   24.962758   56.549973
32 2025-09-30  41.336220   26.072404   56.654612
33 2025-10-31  41.209308   24.750684   56.267766
34 2025-11-30  41.086490   24.910196   56.780801
Forecast for Asia and Product 781:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.889133   19.561133   52.169022
31 2025-08-31  35.661965   20.174860   52.945394
32 2025-09-30  35.442126   18.584673   50.823089
33 2025-10-31  35.214959   18.552049   50.690091
34 2025-11-30  34.995120   20.025207   51.806392
13:59:13 - cmdstanpy - INFO - Chain [1] start processing
13:59:13 - cmdstanpy - INFO - Chain [1] done processing
13:59:13 - cmdstanpy - INFO - Chain [1] start processing
13:59:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 782:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.448527   30.353096   73.115445
31 2025-08-31  51.742904   28.704869   73.759722
32 2025-09-30  52.027785   31.922206   76.353950
33 2025-10-31  52.322162   30.739133   75.144093
34 2025-11-30  52.607043   30.817495   73.928219
Forecast for Asia and Product 783:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.653323   13.289654   47.658057
31 2025-08-31  31.283275   14.318732   47.769138
32 2025-09-30  30.925164   14.312017   47.744629
33 2025-10-31  30.555115   14.141727   48.609938
34 2025-11-30  30.197004   13.744872   47.058875
13:59:13 - cmdstanpy - INFO - Chain [1] start processing
13:59:13 - cmdstanpy - INFO - Chain [1] done processing
13:59:14 - cmdstanpy - INFO - Chain [1] start processing
13:59:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 784:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.727035   39.326862   76.074152
31 2025-08-31  58.712991   41.839954   75.606516
32 2025-09-30  59.667142   42.118367   76.960020
33 2025-10-31  60.653097   42.499129   78.588906
34 2025-11-30  61.607248   43.319592   78.546158
Forecast for Asia and Product 785:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.939598   28.222584   67.704898
31 2025-08-31  48.158091   29.177718   68.464811
32 2025-09-30  48.369537   29.238799   67.570587
33 2025-10-31  48.588030   29.058407   68.284716
34 2025-11-30  48.799476   29.495006   66.962337
13:59:14 - cmdstanpy - INFO - Chain [1] start processing
13:59:14 - cmdstanpy - INFO - Chain [1] done processing
13:59:14 - cmdstanpy - INFO - Chain [1] start processing
13:59:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 786:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.873640   15.758084   58.544764
31 2025-08-31  36.671993   14.315996   59.074226
32 2025-09-30  36.476850   15.986307   58.096637
33 2025-10-31  36.275203   15.376777   56.218135
34 2025-11-30  36.080061   15.198344   56.787519
Forecast for Asia and Product 787:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.965422   12.059039   55.802929
31 2025-08-31  32.351002   10.851151   54.800621
32 2025-09-30  31.756402   12.217479   52.535560
33 2025-10-31  31.141982   11.104427   52.649959
34 2025-11-30  30.547382    9.438638   50.937099
13:59:14 - cmdstanpy - INFO - Chain [1] start processing
13:59:14 - cmdstanpy - INFO - Chain [1] done processing
13:59:14 - cmdstanpy - INFO - Chain [1] start processing
13:59:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 788:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.417508   17.906172   51.721696
31 2025-08-31  34.251248   17.573774   51.113478
32 2025-09-30  34.090350   17.056138   50.685898
33 2025-10-31  33.924090   17.624926   50.723869
34 2025-11-30  33.763193   17.558467   51.362108
Forecast for Asia and Product 789:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.618556   16.714944   49.983736
31 2025-08-31  33.105970   17.142165   50.433122
32 2025-09-30  32.609919   15.945369   49.223875
33 2025-10-31  32.097334   14.009556   48.932223
34 2025-11-30  31.601283   14.014130   48.563914
13:59:14 - cmdstanpy - INFO - Chain [1] start processing
13:59:15 - cmdstanpy - INFO - Chain [1] done processing
13:59:15 - cmdstanpy - INFO - Chain [1] start processing
13:59:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 790:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.166555   19.534334   53.034857
31 2025-08-31  36.010808   17.893144   54.124468
32 2025-09-30  35.860085   18.335193   52.131972
33 2025-10-31  35.704338   20.485515   52.899730
34 2025-11-30  35.553615   18.547468   54.119555
Forecast for Asia and Product 791:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.110962   23.678596   60.094072
31 2025-08-31  41.198016   22.076709   60.856643
32 2025-09-30  41.282262   21.118603   60.696883
33 2025-10-31  41.369316   22.763964   61.221647
34 2025-11-30  41.453562   23.225233   60.812586
13:59:15 - cmdstanpy - INFO - Chain [1] start processing
13:59:15 - cmdstanpy - INFO - Chain [1] done processing
13:59:15 - cmdstanpy - INFO - Chain [1] start processing
13:59:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 792:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.090251   16.389579   54.230989
31 2025-08-31  34.945139   14.977752   53.028143
32 2025-09-30  34.804708   16.259055   53.789681
33 2025-10-31  34.659595   16.039815   54.905053
34 2025-11-30  34.519164   14.766487   53.632472
Forecast for Asia and Product 793:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.578810   10.544474   44.156884
31 2025-08-31  27.207911   10.522412   43.533850
32 2025-09-30  26.848977    8.891583   43.508467
33 2025-10-31  26.478078    9.506728   44.354793
34 2025-11-30  26.119143    8.445829   42.744004
13:59:15 - cmdstanpy - INFO - Chain [1] start processing
13:59:15 - cmdstanpy - INFO - Chain [1] done processing
13:59:15 - cmdstanpy - INFO - Chain [1] start processing
13:59:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 794:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.256303   32.107397   66.508311
31 2025-08-31  49.463595   32.253723   67.053942
32 2025-09-30  49.664200   31.487649   65.543220
33 2025-10-31  49.871492   32.653572   66.873345
34 2025-11-30  50.072097   32.624259   67.229414
Forecast for Asia and Product 795:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.512767   17.017870   52.302934
31 2025-08-31  34.977940   16.707660   53.347448
32 2025-09-30  34.460366   17.781161   51.032694
33 2025-10-31  33.925540   18.218032   51.171969
34 2025-11-30  33.407966   15.715766   50.256604
13:59:16 - cmdstanpy - INFO - Chain [1] start processing
13:59:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 796:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.088018   30.624158   72.447491
31 2025-08-31  52.627725   32.220347   74.809338
32 2025-09-30  53.150022   31.820323   72.316810
33 2025-10-31  53.689729   32.599859   74.853799
34 2025-11-30  54.212026   33.736374   74.405917
13:59:16 - cmdstanpy - INFO - Chain [1] start processing
13:59:16 - cmdstanpy - INFO - Chain [1] done processing
13:59:16 - cmdstanpy - INFO - Chain [1] start processing
13:59:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 797:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.291675    8.148812   40.794545
31 2025-08-31  23.748154    7.737464   40.017090
32 2025-09-30  23.222166    6.084187   38.637347
33 2025-10-31  22.678646    6.347747   38.289013
34 2025-11-30  22.152658    6.138899   38.008300
Forecast for Asia and Product 798:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.776226    3.148914   44.122126
31 2025-08-31  23.023351    5.181259   42.806809
32 2025-09-30  22.294764    2.932438   42.436507
33 2025-10-31  21.541889    3.259089   40.763103
34 2025-11-30  20.813301    0.214263   39.918923
13:59:16 - cmdstanpy - INFO - Chain [1] start processing
13:59:16 - cmdstanpy - INFO - Chain [1] done processing
13:59:16 - cmdstanpy - INFO - Chain [1] start processing
13:59:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 799:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.865331   20.772031   62.563496
31 2025-08-31  41.725355   21.111083   62.625726
32 2025-09-30  41.589894   22.242445   62.347227
33 2025-10-31  41.449918   21.043465   62.780725
34 2025-11-30  41.314457   19.835891   61.163646
Forecast for Asia and Product 800:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.826387   26.213983   58.334232
31 2025-08-31  43.201787   27.093107   59.817830
32 2025-09-30  43.565077   26.317401   61.024137
33 2025-10-31  43.940477   26.948521   60.416909
34 2025-11-30  44.303767   27.134716   62.687960
13:59:17 - cmdstanpy - INFO - Chain [1] start processing
13:59:17 - cmdstanpy - INFO - Chain [1] done processing
13:59:17 - cmdstanpy - INFO - Chain [1] start processing
13:59:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 801:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.334465   18.646333   53.035683
31 2025-08-31  36.078369   19.412985   53.061745
32 2025-09-30  35.830535   20.218749   52.393280
33 2025-10-31  35.574439   18.969557   53.298080
34 2025-11-30  35.326605   18.843741   52.233875
Forecast for Asia and Product 802:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.014041   21.282667   49.839891
31 2025-08-31  34.957883   20.599443   48.736615
32 2025-09-30  34.903536   20.613745   49.826753
33 2025-10-31  34.847377   20.436793   48.697698
34 2025-11-30  34.793030   19.488356   48.733977
13:59:17 - cmdstanpy - INFO - Chain [1] start processing
13:59:17 - cmdstanpy - INFO - Chain [1] done processing
13:59:17 - cmdstanpy - INFO - Chain [1] start processing
13:59:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 803:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.854824   33.777617   72.324139
31 2025-08-31  54.452287   35.381761   75.527623
32 2025-09-30  55.030478   36.175032   73.993263
33 2025-10-31  55.627941   34.812177   75.488571
34 2025-11-30  56.206132   37.026075   76.344765
Forecast for Asia and Product 804:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.627394    7.887988   54.903437
31 2025-08-31  31.297396    7.089207   55.816955
32 2025-09-30  30.978043    8.471421   55.998906
33 2025-10-31  30.648045    7.067557   54.565438
34 2025-11-30  30.328692    6.762049   53.589537
13:59:17 - cmdstanpy - INFO - Chain [1] start processing
13:59:17 - cmdstanpy - INFO - Chain [1] done processing
13:59:17 - cmdstanpy - INFO - Chain [1] start processing
13:59:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 805:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.485220   27.058408   61.930035
31 2025-08-31  44.744535   27.632184   62.208405
32 2025-09-30  44.995484   27.432933   62.854138
33 2025-10-31  45.254799   27.436963   63.319980
34 2025-11-30  45.505748   27.801964   62.751917
Forecast for Asia and Product 806:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.738453   28.494088   77.152260
31 2025-08-31  54.307965   29.892471   78.436186
32 2025-09-30  54.859105   27.497404   79.480117
33 2025-10-31  55.428617   31.282268   81.345690
34 2025-11-30  55.979758   31.751508   81.544576
13:59:18 - cmdstanpy - INFO - Chain [1] start processing
13:59:18 - cmdstanpy - INFO - Chain [1] done processing
13:59:18 - cmdstanpy - INFO - Chain [1] start processing
13:59:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 807:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.343792   10.272257   47.308971
31 2025-08-31  27.708035    6.626339   46.577860
32 2025-09-30  27.092787    7.674106   46.280752
33 2025-10-31  26.457030    6.955144   44.094227
34 2025-11-30  25.841781    6.887573   44.300730
Forecast for Asia and Product 808:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.170632   10.627251   46.395259
31 2025-08-31  27.938773    9.468999   44.800037
32 2025-09-30  27.714393    8.570973   46.331015
33 2025-10-31  27.482534    9.607087   46.343081
34 2025-11-30  27.258154   10.522505   45.307812
13:59:18 - cmdstanpy - INFO - Chain [1] start processing
13:59:18 - cmdstanpy - INFO - Chain [1] done processing
13:59:18 - cmdstanpy - INFO - Chain [1] start processing
13:59:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 809:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.210845   11.563721   63.024908
31 2025-08-31  37.082558   11.473168   64.808679
32 2025-09-30  36.958410    9.954096   62.687276
33 2025-10-31  36.830123    9.616655   61.967797
34 2025-11-30  36.705974    9.309893   61.716195
Forecast for Asia and Product 810:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.823978   21.954166   57.291531
31 2025-08-31  38.944372   22.209437   56.131057
32 2025-09-30  39.060882   23.581499   55.854064
33 2025-10-31  39.181276   22.008722   56.825198
34 2025-11-30  39.297786   22.172172   55.972156
13:59:18 - cmdstanpy - INFO - Chain [1] start processing
13:59:18 - cmdstanpy - INFO - Chain [1] done processing
13:59:19 - cmdstanpy - INFO - Chain [1] start processing
13:59:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 811:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.238766   16.728977   51.544657
31 2025-08-31  34.025876   15.198205   52.985213
32 2025-09-30  33.819853   15.061482   51.096266
33 2025-10-31  33.606963   16.689952   52.253634
34 2025-11-30  33.400940   15.619188   51.083676
Forecast for Asia and Product 812:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.064895   21.358519   63.286923
31 2025-08-31  42.255387   20.891974   63.347545
32 2025-09-30  42.439735   20.518603   63.113092
33 2025-10-31  42.630227   20.675815   65.783202
34 2025-11-30  42.814574   20.514525   64.006710
13:59:19 - cmdstanpy - INFO - Chain [1] start processing
13:59:19 - cmdstanpy - INFO - Chain [1] done processing
13:59:19 - cmdstanpy - INFO - Chain [1] start processing
13:59:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 813:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.093717   27.392715   65.490570
31 2025-08-31  46.507745   27.771628   66.223663
32 2025-09-30  46.908418   27.712404   65.728194
33 2025-10-31  47.322446   29.017994   66.055664
34 2025-11-30  47.723119   28.938480   66.504905
Forecast for Asia and Product 814:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.114771   24.314888   69.108667
31 2025-08-31  47.406605   25.558005   68.955890
32 2025-09-30  47.689025   26.077433   69.515969
33 2025-10-31  47.980859   25.821805   67.875585
34 2025-11-30  48.263279   26.616140   70.785019
13:59:19 - cmdstanpy - INFO - Chain [1] start processing
13:59:19 - cmdstanpy - INFO - Chain [1] done processing
13:59:19 - cmdstanpy - INFO - Chain [1] start processing
13:59:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 815:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.063009   34.883247   77.237819
31 2025-08-31  56.766849   35.912302   77.503258
32 2025-09-30  57.447984   35.505848   78.159815
33 2025-10-31  58.151824   36.899772   79.126878
34 2025-11-30  58.832960   37.547341   79.365979
Forecast for Asia and Product 816:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.651023   20.671814   57.389061
31 2025-08-31  38.637694   19.312341   58.368309
32 2025-09-30  38.624796   18.830801   57.718658
33 2025-10-31  38.611467   18.979161   57.540865
34 2025-11-30  38.598568   18.713840   59.558868
13:59:19 - cmdstanpy - INFO - Chain [1] start processing
13:59:20 - cmdstanpy - INFO - Chain [1] done processing
13:59:20 - cmdstanpy - INFO - Chain [1] start processing
13:59:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 817:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.021622   27.120392   63.658558
31 2025-08-31  45.824835   27.702850   64.270501
32 2025-09-30  45.634397   27.451948   63.461833
33 2025-10-31  45.437610   27.731231   62.786593
34 2025-11-30  45.247171   27.153001   64.004236
Forecast for Asia and Product 818:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.458375   20.533494   59.544358
31 2025-08-31  40.459810   20.270857   60.581071
32 2025-09-30  40.461199   19.313894   60.712946
33 2025-10-31  40.462634   20.418498   58.836852
34 2025-11-30  40.464023   19.985972   60.166834
13:59:20 - cmdstanpy - INFO - Chain [1] start processing
13:59:20 - cmdstanpy - INFO - Chain [1] done processing
13:59:20 - cmdstanpy - INFO - Chain [1] start processing
13:59:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 819:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.043230   37.767056   80.881217
31 2025-08-31  59.845015   36.379914   79.747240
32 2025-09-30  60.620937   37.751765   80.915078
33 2025-10-31  61.422722   39.561259   82.018318
34 2025-11-30  62.198643   42.239347   82.265552
Forecast for Asia and Product 820:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.574881   12.376316   45.372630
31 2025-08-31  28.083241   10.523436   45.101162
32 2025-09-30  27.607461   10.265930   44.644148
33 2025-10-31  27.115821   10.442360   44.862170
34 2025-11-30  26.640040    9.573102   43.393876
13:59:20 - cmdstanpy - INFO - Chain [1] start processing
13:59:20 - cmdstanpy - INFO - Chain [1] done processing
13:59:20 - cmdstanpy - INFO - Chain [1] start processing
13:59:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 821:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.989830   27.544066   56.114206
31 2025-08-31  41.977284   27.375458   56.259000
32 2025-09-30  41.965143   27.062082   56.390140
33 2025-10-31  41.952598   27.631760   57.199202
34 2025-11-30  41.940457   28.399647   56.792464
13:59:21 - cmdstanpy - INFO - Chain [1] start processing
13:59:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 822:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.930369    9.491320   56.707743
31 2025-08-31  33.364742   11.565508   55.269075
32 2025-09-30  32.817361    9.198383   55.724126
33 2025-10-31  32.251734    9.165504   54.624173
34 2025-11-30  31.704353    9.677716   55.274644
Forecast for Asia and Product 823:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.177347   21.445539   60.278529
31 2025-08-31  41.233586   22.878757   59.855010
32 2025-09-30  41.288011   23.530210   59.703668
33 2025-10-31  41.344249   22.146937   59.737151
34 2025-11-30  41.398674   22.959618   59.933857
13:59:21 - cmdstanpy - INFO - Chain [1] start processing
13:59:21 - cmdstanpy - INFO - Chain [1] done processing
13:59:21 - cmdstanpy - INFO - Chain [1] start processing
13:59:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 824:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.578893   25.495662   69.589670
31 2025-08-31  48.008588   27.454549   69.980016
32 2025-09-30  48.424423   26.954672   70.558313
33 2025-10-31  48.854118   26.932360   70.103869
34 2025-11-30  49.269953   27.313677   72.005509
Forecast for Asia and Product 825:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.052632   25.872179   72.340079
31 2025-08-31  49.233569   28.002103   71.074916
32 2025-09-30  49.408669   26.205522   71.452377
33 2025-10-31  49.589605   27.562947   72.300990
34 2025-11-30  49.764705   27.039760   72.335131
13:59:21 - cmdstanpy - INFO - Chain [1] start processing
13:59:21 - cmdstanpy - INFO - Chain [1] done processing
13:59:21 - cmdstanpy - INFO - Chain [1] start processing
13:59:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 826:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.346704    8.645788   46.321199
31 2025-08-31  26.855216    7.604149   45.645509
32 2025-09-30  26.379584    7.664130   44.974055
33 2025-10-31  25.888097    7.062625   43.902335
34 2025-11-30  25.412464    6.295497   43.564671
Forecast for Asia and Product 827:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.281624   27.915004   58.420692
31 2025-08-31  43.539059   28.094540   58.353027
32 2025-09-30  43.788190   28.065534   58.282357
33 2025-10-31  44.045625   30.188048   59.714939
34 2025-11-30  44.294756   28.133287   59.696621
13:59:21 - cmdstanpy - INFO - Chain [1] start processing
13:59:22 - cmdstanpy - INFO - Chain [1] done processing
13:59:22 - cmdstanpy - INFO - Chain [1] start processing
13:59:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 828:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.500363   23.574731   59.041777
31 2025-08-31  41.343045   23.687390   58.618784
32 2025-09-30  41.190802   22.230370   58.945868
33 2025-10-31  41.033485   22.793101   58.161582
34 2025-11-30  40.881242   24.443736   58.873045
Forecast for Asia and Product 829:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.465329    9.384571   63.348514
31 2025-08-31  37.360689   12.807472   61.641781
32 2025-09-30  37.259425   10.755103   62.962843
33 2025-10-31  37.154785   11.290964   61.400341
34 2025-11-30  37.053521   10.192277   61.543581
13:59:22 - cmdstanpy - INFO - Chain [1] start processing
13:59:22 - cmdstanpy - INFO - Chain [1] done processing
13:59:22 - cmdstanpy - INFO - Chain [1] start processing
13:59:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 830:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.888569   11.489923   50.384016
31 2025-08-31  30.497191    9.375853   49.759360
32 2025-09-30  30.118439   10.438167   51.772915
33 2025-10-31  29.727062   10.834265   50.214732
34 2025-11-30  29.348310    7.845882   48.507537
Forecast for Asia and Product 831:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.900514    5.020842   46.359877
31 2025-08-31  25.105274    2.926073   47.288350
32 2025-09-30  24.335687    2.664395   47.689165
33 2025-10-31  23.540448    0.058653   44.423813
34 2025-11-30  22.770861   -1.162326   45.557321
13:59:22 - cmdstanpy - INFO - Chain [1] start processing
13:59:22 - cmdstanpy - INFO - Chain [1] done processing
13:59:22 - cmdstanpy - INFO - Chain [1] start processing
13:59:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 832:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.466322    7.519172   46.298952
31 2025-08-31  25.773823    6.074661   44.905871
32 2025-09-30  25.103663    5.459882   46.265943
33 2025-10-31  24.411165    5.215785   43.082715
34 2025-11-30  23.741005    5.079484   43.627159
Forecast for Asia and Product 833:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.258789   28.362412   68.829444
31 2025-08-31  49.545988   29.743068   70.164246
32 2025-09-30  49.823922   29.422769   70.551659
33 2025-10-31  50.111121   30.055027   70.963403
34 2025-11-30  50.389055   30.287803   69.847222
13:59:23 - cmdstanpy - INFO - Chain [1] start processing
13:59:23 - cmdstanpy - INFO - Chain [1] done processing
13:59:23 - cmdstanpy - INFO - Chain [1] start processing
13:59:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 834:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.427401   -1.768495   42.148888
31 2025-08-31  18.345909   -3.990032   38.823109
32 2025-09-30  17.299304   -3.356160   40.102899
33 2025-10-31  16.217812   -6.535238   37.697993
34 2025-11-30  15.171206   -5.872400   35.758335
Forecast for Asia and Product 835:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.188523    9.753341   53.044525
31 2025-08-31  31.496123    8.615383   54.940138
32 2025-09-30  30.826060    8.398294   53.585289
33 2025-10-31  30.133660    9.272475   50.799352
34 2025-11-30  29.463596    6.292225   52.267397
13:59:23 - cmdstanpy - INFO - Chain [1] start processing
13:59:23 - cmdstanpy - INFO - Chain [1] done processing
13:59:23 - cmdstanpy - INFO - Chain [1] start processing
13:59:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 836:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.054674    2.342879   28.792933
31 2025-08-31  14.880700    1.367565   28.038825
32 2025-09-30  13.744596    0.526475   27.792754
33 2025-10-31  12.570622   -1.594770   26.703101
34 2025-11-30  11.434519   -1.533487   25.484662
Forecast for Asia and Product 837:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.912257    8.834785   49.662353
31 2025-08-31  29.159742    9.758135   49.976092
32 2025-09-30  28.431502    7.195072   47.723611
33 2025-10-31  27.678988    7.854849   47.212892
34 2025-11-30  26.950748    6.248276   47.459000
13:59:23 - cmdstanpy - INFO - Chain [1] start processing
13:59:23 - cmdstanpy - INFO - Chain [1] done processing
13:59:23 - cmdstanpy - INFO - Chain [1] start processing
13:59:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 838:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.204396    7.041247   47.421533
31 2025-08-31  25.266985    4.088683   45.065863
32 2025-09-30  24.359814    3.185611   45.237641
33 2025-10-31  23.422403    3.503027   44.563489
34 2025-11-30  22.515232    1.505626   43.179561
Forecast for Asia and Product 839:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.821503   12.150721   68.964786
31 2025-08-31  40.970848   14.664631   69.462748
32 2025-09-30  41.115376   14.345825   68.913736
33 2025-10-31  41.264721   10.943946   68.580247
34 2025-11-30  41.409249   14.554013   70.306899
13:59:24 - cmdstanpy - INFO - Chain [1] start processing
13:59:24 - cmdstanpy - INFO - Chain [1] done processing
13:59:24 - cmdstanpy - INFO - Chain [1] start processing
13:59:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 840:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.733595   15.798952   52.369489
31 2025-08-31  33.410883   14.626767   51.128264
32 2025-09-30  33.098581   15.490128   51.631780
33 2025-10-31  32.775869   13.689153   50.193730
34 2025-11-30  32.463567   13.777473   49.918274
Forecast for Asia and Product 841:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.245259   17.240271   49.862308
31 2025-08-31  31.822748   16.778378   46.888338
32 2025-09-30  31.413866   16.133386   46.664046
33 2025-10-31  30.991355   13.949024   47.048938
34 2025-11-30  30.582474   15.607313   46.021974
13:59:24 - cmdstanpy - INFO - Chain [1] start processing
13:59:24 - cmdstanpy - INFO - Chain [1] done processing
13:59:24 - cmdstanpy - INFO - Chain [1] start processing
13:59:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 842:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.277590   25.337170   56.550105
31 2025-08-31  41.363572   25.814303   57.958058
32 2025-09-30  41.446781   26.297227   56.526672
33 2025-10-31  41.532763   25.561359   57.379580
34 2025-11-30  41.615971   25.431268   57.253132
Forecast for Asia and Product 843:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.254766   17.337722   51.366967
31 2025-08-31  35.152042   17.165968   51.414231
32 2025-09-30  35.052631   18.351434   52.676038
33 2025-10-31  34.949907   17.993895   51.910284
34 2025-11-30  34.850496   17.542329   51.683958
13:59:24 - cmdstanpy - INFO - Chain [1] start processing
13:59:24 - cmdstanpy - INFO - Chain [1] done processing
13:59:25 - cmdstanpy - INFO - Chain [1] start processing
13:59:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 844:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.740536   19.971984   59.857594
31 2025-08-31  39.618126   20.406327   59.105635
32 2025-09-30  39.499665   20.601683   60.955745
33 2025-10-31  39.377255   18.125729   60.647160
34 2025-11-30  39.258795   19.100580   60.252868
Forecast for Asia and Product 845:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.118932   16.022339   52.955626
31 2025-08-31  34.042410   15.146469   51.630275
32 2025-09-30  33.968357   15.154086   52.263909
33 2025-10-31  33.891835   16.870781   52.898564
34 2025-11-30  33.817781   14.134560   52.122089
13:59:25 - cmdstanpy - INFO - Chain [1] start processing
13:59:25 - cmdstanpy - INFO - Chain [1] done processing
13:59:25 - cmdstanpy - INFO - Chain [1] start processing
13:59:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 846:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.877600   18.167112   56.928416
31 2025-08-31  36.823143   17.342561   55.693271
32 2025-09-30  36.770443   17.727069   58.121929
33 2025-10-31  36.715987   16.455914   56.474714
34 2025-11-30  36.663287   16.648786   55.412169
Forecast for Asia and Product 847:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.102316   14.043284   39.947263
31 2025-08-31  26.465892   12.965796   39.626252
32 2025-09-30  25.849998   12.960443   38.664042
33 2025-10-31  25.213575   12.533092   37.769529
34 2025-11-30  24.597681   11.800076   36.832597
13:59:25 - cmdstanpy - INFO - Chain [1] start processing
13:59:25 - cmdstanpy - INFO - Chain [1] done processing
13:59:25 - cmdstanpy - INFO - Chain [1] start processing
13:59:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 848:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.187477   40.362242   73.396323
31 2025-08-31  57.874181   41.626360   74.694098
32 2025-09-30  58.538733   42.428514   74.515706
33 2025-10-31  59.225438   42.913606   75.865820
34 2025-11-30  59.889990   43.994367   76.722337
Forecast for Asia and Product 849:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.269141   19.766623   58.656229
31 2025-08-31  38.997752   20.028091   58.926718
32 2025-09-30  38.735117   18.529447   58.123841
33 2025-10-31  38.463727   19.488569   57.583951
34 2025-11-30  38.201092   19.895535   57.017664
13:59:25 - cmdstanpy - INFO - Chain [1] start processing
13:59:26 - cmdstanpy - INFO - Chain [1] done processing
13:59:26 - cmdstanpy - INFO - Chain [1] start processing
13:59:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 850:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.358920    4.802942   36.812268
31 2025-08-31  19.643419    4.207766   35.567657
32 2025-09-30  18.950998    3.847867   34.776642
33 2025-10-31  18.235496    2.499932   34.375026
34 2025-11-30  17.543075    2.303591   33.441991
Forecast for Asia and Product 851:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.149083   22.032592   62.071993
31 2025-08-31  42.367209   21.999682   62.580423
32 2025-09-30  42.578298   21.445082   62.276486
33 2025-10-31  42.796424   21.194327   65.275517
34 2025-11-30  43.007514   24.055367   63.168130
13:59:26 - cmdstanpy - INFO - Chain [1] start processing
13:59:26 - cmdstanpy - INFO - Chain [1] done processing
13:59:26 - cmdstanpy - INFO - Chain [1] start processing
13:59:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 852:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.203866   28.922403   72.152388
31 2025-08-31  51.862360   30.987862   71.968215
32 2025-09-30  52.499611   31.951478   74.027511
33 2025-10-31  53.158105   31.315635   74.260400
34 2025-11-30  53.795356   33.560623   75.329363
Forecast for Asia and Product 853:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.612653   18.059323   54.228322
31 2025-08-31  35.537332   17.488388   53.048676
32 2025-09-30  35.464441   17.290783   53.058385
33 2025-10-31  35.389120   17.329426   53.622079
34 2025-11-30  35.316229   17.069262   54.327458
13:59:26 - cmdstanpy - INFO - Chain [1] start processing
13:59:26 - cmdstanpy - INFO - Chain [1] done processing
13:59:26 - cmdstanpy - INFO - Chain [1] start processing
13:59:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 854:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.057018   37.665123   67.625410
31 2025-08-31  53.618028   39.275032   69.297938
32 2025-09-30  54.160941   39.329851   68.691184
33 2025-10-31  54.721952   39.525074   69.856186
34 2025-11-30  55.264865   39.987269   71.142147
13:59:27 - cmdstanpy - INFO - Chain [1] start processing
13:59:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 855:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  38.629962   18.580455   59.197832
30 2025-08-31  38.404408   17.369203   59.477122
31 2025-09-30  38.186129   16.663019   58.976307
32 2025-10-31  37.960575   16.989855   58.579401
33 2025-11-30  37.742297   17.479679   59.700853
Forecast for Asia and Product 856:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.412483   35.941632   63.556291
31 2025-08-31  50.218048   36.330653   63.046492
32 2025-09-30  50.997628   36.389383   65.354190
33 2025-10-31  51.803194   38.140556   66.033434
34 2025-11-30  52.582774   37.955152   65.693579
13:59:27 - cmdstanpy - INFO - Chain [1] start processing
13:59:27 - cmdstanpy - INFO - Chain [1] done processing
13:59:27 - cmdstanpy - INFO - Chain [1] start processing
13:59:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 857:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.518430   33.817185   71.846456
31 2025-08-31  52.928019   33.662676   72.358690
32 2025-09-30  53.324396   33.598437   74.160580
33 2025-10-31  53.733986   33.966939   72.948313
34 2025-11-30  54.130363   34.668729   73.726165
Forecast for Asia and Product 858:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.627486   26.794867   67.423722
31 2025-08-31  47.044030   27.908948   67.142794
32 2025-09-30  47.447137   27.904158   68.994418
33 2025-10-31  47.863681   28.039831   67.024216
34 2025-11-30  48.266788   27.561368   67.565543
13:59:27 - cmdstanpy - INFO - Chain [1] start processing
13:59:27 - cmdstanpy - INFO - Chain [1] done processing
13:59:27 - cmdstanpy - INFO - Chain [1] start processing
13:59:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 859:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.756348   28.752750   60.189355
31 2025-08-31  44.776183   27.990295   60.296103
32 2025-09-30  44.795379   28.767754   60.060446
33 2025-10-31  44.815215   28.530440   62.211836
34 2025-11-30  44.834411   28.926450   60.989840
Forecast for Asia and Product 860:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.917075   13.269253   58.830190
31 2025-08-31  35.989839   15.327609   59.215394
32 2025-09-30  36.060256   14.501158   56.720173
33 2025-10-31  36.133020   13.599290   57.838706
34 2025-11-30  36.203437   13.280296   59.169301
13:59:27 - cmdstanpy - INFO - Chain [1] start processing
13:59:28 - cmdstanpy - INFO - Chain [1] done processing
13:59:28 - cmdstanpy - INFO - Chain [1] start processing
13:59:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 861:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.234594   31.522422   64.616764
31 2025-08-31  48.609847   30.820001   65.472205
32 2025-09-30  48.972994   32.957563   66.049932
33 2025-10-31  49.348246   32.561121   65.341105
34 2025-11-30  49.711394   33.064589   67.595895
Forecast for Asia and Product 862:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.541463   20.179439   57.998749
31 2025-08-31  38.633952   21.685353   57.636423
32 2025-09-30  38.723458   19.631464   55.575395
33 2025-10-31  38.815948   19.398253   55.895495
34 2025-11-30  38.905454   21.005538   57.511753
13:59:28 - cmdstanpy - INFO - Chain [1] start processing
13:59:28 - cmdstanpy - INFO - Chain [1] done processing
13:59:28 - cmdstanpy - INFO - Chain [1] start processing
13:59:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 863:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.786319   27.881182   72.695263
31 2025-08-31  51.313878   26.915048   76.101856
32 2025-09-30  51.824419   28.633735   74.872584
33 2025-10-31  52.351978   27.050157   76.715015
34 2025-11-30  52.862519   26.622751   76.148134
Forecast for Asia and Product 864:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.081108    5.279997   45.436340
31 2025-08-31  24.295658    3.502177   43.199994
32 2025-09-30  23.535544    1.841084   43.219938
33 2025-10-31  22.750094    2.762909   43.147129
34 2025-11-30  21.989981    2.291559   42.614560
13:59:28 - cmdstanpy - INFO - Chain [1] start processing
13:59:28 - cmdstanpy - INFO - Chain [1] done processing
13:59:28 - cmdstanpy - INFO - Chain [1] start processing
13:59:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 865:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.381089   17.393151   48.788196
31 2025-08-31  31.899989   15.653427   47.964269
32 2025-09-30  31.434407   14.596944   47.719193
33 2025-10-31  30.953307   14.211867   48.925298
34 2025-11-30  30.487726   13.705622   47.866155
Forecast for Asia and Product 866:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.378231   11.238080   52.458748
31 2025-08-31  33.013280   12.139316   52.855384
32 2025-09-30  32.660102   13.133865   52.781636
33 2025-10-31  32.295152   11.082430   53.406420
34 2025-11-30  31.941974   10.925983   50.827471
13:59:29 - cmdstanpy - INFO - Chain [1] start processing
13:59:29 - cmdstanpy - INFO - Chain [1] done processing
13:59:29 - cmdstanpy - INFO - Chain [1] start processing
13:59:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 867:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.236733   23.211202   72.503940
31 2025-08-31  48.606477   24.933164   73.637068
32 2025-09-30  48.964294   25.644425   73.853626
33 2025-10-31  49.334038   24.234401   72.566647
34 2025-11-30  49.691854   25.260464   73.022119
Forecast for Asia and Product 868:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.995045   23.136888   53.823189
31 2025-08-31  37.717648   24.334255   53.938986
32 2025-09-30  37.449199   22.433125   51.421891
33 2025-10-31  37.171801   22.638108   52.640089
34 2025-11-30  36.903352   22.580089   53.279611
13:59:29 - cmdstanpy - INFO - Chain [1] start processing
13:59:29 - cmdstanpy - INFO - Chain [1] done processing
13:59:29 - cmdstanpy - INFO - Chain [1] start processing
13:59:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 869:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.180951   38.292433   66.133204
31 2025-08-31  52.834317   39.358931   66.710799
32 2025-09-30  53.466608   39.874013   67.743186
33 2025-10-31  54.119974   41.455863   67.460517
34 2025-11-30  54.752264   41.562445   68.684996
Forecast for Asia and Product 870:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.713227   40.682499   84.636639
31 2025-08-31  62.563208   40.870278   85.794188
32 2025-09-30  63.385769   40.658785   87.375325
33 2025-10-31  64.235749   41.691717   86.563917
34 2025-11-30  65.058311   44.734329   87.785686
13:59:29 - cmdstanpy - INFO - Chain [1] start processing
13:59:29 - cmdstanpy - INFO - Chain [1] done processing
13:59:30 - cmdstanpy - INFO - Chain [1] start processing
13:59:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 871:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.414801   23.364831   63.141076
31 2025-08-31  43.377179   23.034744   64.402386
32 2025-09-30  43.340771   24.703693   62.870823
33 2025-10-31  43.303149   23.574501   65.100290
34 2025-11-30  43.266740   23.117420   62.896810
Forecast for Asia and Product 872:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.164103   20.468291   67.578871
31 2025-08-31  42.397839   18.645857   66.566505
32 2025-09-30  42.624036   19.051873   67.119949
33 2025-10-31  42.857772   19.962656   64.939092
34 2025-11-30  43.083969   19.662913   66.677791
13:59:30 - cmdstanpy - INFO - Chain [1] start processing
13:59:30 - cmdstanpy - INFO - Chain [1] done processing
13:59:30 - cmdstanpy - INFO - Chain [1] start processing
13:59:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 873:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.521416   22.779148   58.547478
31 2025-08-31  40.371751   23.059800   58.761852
32 2025-09-30  40.226913   22.743582   57.970275
33 2025-10-31  40.077248   22.861094   57.622626
34 2025-11-30  39.932411   21.699592   55.715633
Forecast for Asia and Product 874:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.991584   26.595240   61.543187
31 2025-08-31  44.034334   26.388369   62.135693
32 2025-09-30  44.075705   25.938555   62.514231
33 2025-10-31  44.118455   27.041162   61.878181
34 2025-11-30  44.159825   27.071722   61.620913
13:59:30 - cmdstanpy - INFO - Chain [1] start processing
13:59:30 - cmdstanpy - INFO - Chain [1] done processing
13:59:30 - cmdstanpy - INFO - Chain [1] start processing
13:59:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 875:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.417507   19.052067   44.801359
31 2025-08-31  31.344432   18.337410   43.549478
32 2025-09-30  31.273714   18.982168   44.352106
33 2025-10-31  31.200640   17.417543   43.667302
34 2025-11-30  31.129922   18.271390   43.463143
Forecast for Asia and Product 876:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.457807   22.210954   63.246289
31 2025-08-31  43.676537   22.709696   64.045944
32 2025-09-30  43.888211   23.112050   64.109780
33 2025-10-31  44.106941   24.121102   63.103009
34 2025-11-30  44.318615   24.478261   64.214779
13:59:30 - cmdstanpy - INFO - Chain [1] start processing
13:59:31 - cmdstanpy - INFO - Chain [1] done processing
13:59:31 - cmdstanpy - INFO - Chain [1] start processing
13:59:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 877:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.884698   12.338720   61.891346
31 2025-08-31  37.785075   15.395719   62.792594
32 2025-09-30  37.688666   12.138207   60.015950
33 2025-10-31  37.589043   14.299373   59.580078
34 2025-11-30  37.492634   13.555304   62.769232
Forecast for Asia and Product 878:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.711329   20.893184   59.444873
31 2025-08-31  39.624545   18.383479   60.886850
32 2025-09-30  39.540561   19.766402   58.217414
33 2025-10-31  39.453777   20.263310   58.188688
34 2025-11-30  39.369793   17.902696   58.018430
13:59:31 - cmdstanpy - INFO - Chain [1] start processing
13:59:31 - cmdstanpy - INFO - Chain [1] done processing
13:59:31 - cmdstanpy - INFO - Chain [1] start processing
13:59:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 879:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.993210   24.742127   61.869828
31 2025-08-31  43.121167   24.030881   60.816586
32 2025-09-30  43.244996   23.819568   62.978457
33 2025-10-31  43.372953   23.887627   63.051451
34 2025-11-30  43.496782   24.905291   61.576994
Forecast for Asia and Product 880:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.773998   23.999933   62.745994
31 2025-08-31  43.751765   24.708062   63.535088
32 2025-09-30  43.730249   24.914386   62.321011
33 2025-10-31  43.708016   23.162422   60.830417
34 2025-11-30  43.686500   23.481278   63.480471
13:59:31 - cmdstanpy - INFO - Chain [1] start processing
13:59:31 - cmdstanpy - INFO - Chain [1] done processing
13:59:31 - cmdstanpy - INFO - Chain [1] start processing
13:59:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 881:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.846852   30.260532   71.070540
31 2025-08-31  50.271387   30.809760   70.626348
32 2025-09-30  50.682228   32.049632   71.887085
33 2025-10-31  51.106764   30.648677   70.635953
34 2025-11-30  51.517604   29.015286   72.722163
Forecast for Asia and Product 882:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.534144   28.258537   80.328173
31 2025-08-31  54.160741   28.057510   82.251425
32 2025-09-30  54.767126   30.742830   80.043627
33 2025-10-31  55.393723   30.335446   80.977454
34 2025-11-30  56.000107   29.285969   83.396404
13:59:32 - cmdstanpy - INFO - Chain [1] start processing
13:59:32 - cmdstanpy - INFO - Chain [1] done processing
13:59:32 - cmdstanpy - INFO - Chain [1] start processing
13:59:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 883:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.740700   26.469350   59.913387
31 2025-08-31  43.133344   26.556041   58.573620
32 2025-09-30  43.513322   26.625135   58.860921
33 2025-10-31  43.905966   27.934604   59.861585
34 2025-11-30  44.285944   27.918194   59.849901
Forecast for Asia and Product 884:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.908917    4.581279   54.348830
31 2025-08-31  29.335661    5.723932   51.278640
32 2025-09-30  28.780897    6.722788   52.823822
33 2025-10-31  28.207641    5.142141   53.065030
34 2025-11-30  27.652878    4.443034   49.071336
13:59:32 - cmdstanpy - INFO - Chain [1] start processing
13:59:32 - cmdstanpy - INFO - Chain [1] done processing
13:59:33 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 885:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.688787   32.654100   79.880927
31 2025-08-31  57.410658   32.990586   82.310853
32 2025-09-30  58.109243   33.595031   82.466440
33 2025-10-31  58.831114   34.130181   83.815933
34 2025-11-30  59.529699   35.398967   83.580142
13:59:33 - cmdstanpy - INFO - Chain [1] done processing
13:59:33 - cmdstanpy - INFO - Chain [1] start processing
13:59:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 886:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.531952   18.881426   57.423140
31 2025-08-31  37.600171   17.632874   56.389393
32 2025-09-30  37.666189   16.472009   56.145380
33 2025-10-31  37.734408   17.840058   54.595330
34 2025-11-30  37.800426   18.070681   56.143939
13:59:33 - cmdstanpy - INFO - Chain [1] start processing
13:59:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 887:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.790789   17.392874   57.899824
31 2025-08-31  37.649267   18.022939   59.334919
32 2025-09-30  37.512311   16.670454   57.972886
33 2025-10-31  37.370790   15.942473   58.808403
34 2025-11-30  37.233834   16.976905   57.488425
Forecast for Asia and Product 888:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.800622    8.048423   57.836484
31 2025-08-31  32.410318    6.531425   58.882020
32 2025-09-30  32.032605    4.469023   56.926217
33 2025-10-31  31.642302    5.209320   56.245729
34 2025-11-30  31.264589    4.908315   58.105093
13:59:33 - cmdstanpy - INFO - Chain [1] start processing
13:59:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 889:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.748408   14.199437   68.420932
31 2025-08-31  40.551021   14.685705   66.277970
32 2025-09-30  40.360002   15.730445   66.395496
33 2025-10-31  40.162615   13.408147   64.381716
34 2025-11-30  39.971596   15.692135   64.614513
13:59:34 - cmdstanpy - INFO - Chain [1] start processing
13:59:34 - cmdstanpy - INFO - Chain [1] done processing
13:59:34 - cmdstanpy - INFO - Chain [1] start processing
13:59:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 890:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.076736   10.443034   41.097434
31 2025-08-31  25.475840   11.216954   40.416276
32 2025-09-30  24.894328    8.941703   39.596439
33 2025-10-31  24.293433   10.328969   39.271849
34 2025-11-30  23.711921    9.058715   38.358570
13:59:34 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 891:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.582767   12.193116   47.345986
31 2025-08-31  29.189876   12.708444   47.476357
32 2025-09-30  28.809658   10.532479   47.527629
33 2025-10-31  28.416767   10.733937   46.793804
34 2025-11-30  28.036549   10.340139   45.353629
13:59:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 892:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.133110   15.922508   55.946375
31 2025-08-31  35.037149   12.661101   54.669590
32 2025-09-30  34.944283   14.092462   56.458376
33 2025-10-31  34.848322   15.254118   54.398606
34 2025-11-30  34.755456   13.966651   54.820941
13:59:35 - cmdstanpy - INFO - Chain [1] start processing
13:59:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 893:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.726602   22.022527   65.657412
31 2025-08-31  43.814808   21.690482   65.999114
32 2025-09-30  43.900169   24.148974   66.083656
33 2025-10-31  43.988376   22.896540   66.472181
34 2025-11-30  44.073737   22.834032   65.742554
13:59:35 - cmdstanpy - INFO - Chain [1] start processing
13:59:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 894:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.486866   20.071353   70.709192
31 2025-08-31  46.878743   22.732563   72.789835
32 2025-09-30  47.257979   20.997556   71.234674
33 2025-10-31  47.649856   22.532744   73.219653
34 2025-11-30  48.029092   21.937891   72.824200
13:59:36 - cmdstanpy - INFO - Chain [1] start processing
13:59:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 895:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.014202   27.874028   60.803002
31 2025-08-31  45.598403   29.349989   61.535879
32 2025-09-30  46.163758   30.541138   64.589054
33 2025-10-31  46.747958   29.325790   64.352264
34 2025-11-30  47.313313   30.270883   65.004789
13:59:36 - cmdstanpy - INFO - Chain [1] start processing
13:59:36 - cmdstanpy - INFO - Chain [1] done processing
13:59:36 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 896:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.969046   16.525465   51.052260
31 2025-08-31  33.746027   16.266654   51.026104
32 2025-09-30  33.530202   16.554720   51.224315
33 2025-10-31  33.307182   13.418622   51.407847
34 2025-11-30  33.091357   15.474268   50.738360
13:59:37 - cmdstanpy - INFO - Chain [1] done processing
13:59:37 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 897:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.322237    2.239221   36.425839
31 2025-08-31  18.221146    0.858136   34.633899
32 2025-09-30  17.155574    0.279017   35.011183
33 2025-10-31  16.054482   -0.002900   32.028254
34 2025-11-30  14.988910   -1.987992   32.825865
13:59:37 - cmdstanpy - INFO - Chain [1] done processing
13:59:37 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 898:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.776279   22.634214   54.616676
31 2025-08-31  38.716175   21.965666   55.234218
32 2025-09-30  38.658009   22.495869   56.125788
33 2025-10-31  38.597905   23.591704   54.041567
34 2025-11-30  38.539739   21.810869   53.852829
13:59:37 - cmdstanpy - INFO - Chain [1] done processing
13:59:37 - cmdstanpy - INFO - Chain [1] start processing
13:59:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 899:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.376101    6.041703   56.313757
31 2025-08-31  30.745314    9.174631   55.127760
32 2025-09-30  30.134874    5.977695   52.902322
33 2025-10-31  29.504087    4.841167   52.993380
34 2025-11-30  28.893648    5.182586   54.950746
13:59:38 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 900:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.173290   15.740483   52.619872
31 2025-08-31  33.952414   13.796072   52.277683
32 2025-09-30  33.738664   14.687517   52.961392
33 2025-10-31  33.517789   14.377113   52.607539
34 2025-11-30  33.304038   13.440499   53.285786
13:59:38 - cmdstanpy - INFO - Chain [1] done processing
13:59:38 - cmdstanpy - INFO - Chain [1] start processing
13:59:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 901:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.656248   40.845652   75.863333
31 2025-08-31  59.441926   42.380957   76.392770
32 2025-09-30  60.202260   42.516755   77.591255
33 2025-10-31  60.987938   43.904489   78.403338
34 2025-11-30  61.748271   44.089570   79.100358
13:59:38 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 902:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.961517   19.413542   53.157916
31 2025-08-31  35.872714   18.414940   54.730750
32 2025-09-30  35.786775   18.865757   52.597350
33 2025-10-31  35.697972   18.776732   52.356003
34 2025-11-30  35.612033   18.971480   53.474554
13:59:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 903:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.570271   33.606342   67.153253
31 2025-08-31  49.887538   32.947856   67.965308
32 2025-09-30  50.194571   32.618279   67.657588
33 2025-10-31  50.511839   33.945853   67.433894
34 2025-11-30  50.818872   33.694371   67.214827
13:59:38 - cmdstanpy - INFO - Chain [1] start processing
13:59:39 - cmdstanpy - INFO - Chain [1] done processing
13:59:39 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 904:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.467982   24.800808   61.902544
31 2025-08-31  43.416409   25.493105   62.192257
32 2025-09-30  43.366499   24.674921   61.450455
33 2025-10-31  43.314926   25.778104   62.170939
34 2025-11-30  43.265017   25.700940   61.021003
13:59:39 - cmdstanpy - INFO - Chain [1] done processing
13:59:39 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 905:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.829009   27.552126   73.163331
31 2025-08-31  51.201279   30.310143   75.380057
32 2025-09-30  51.561540   27.804517   74.829405
33 2025-10-31  51.933810   29.644810   74.201367
34 2025-11-30  52.294072   31.642723   74.849345
13:59:39 - cmdstanpy - INFO - Chain [1] done processing
13:59:40 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 906:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.041904   18.907997   49.412589
31 2025-08-31  33.553840   18.485019   48.910443
32 2025-09-30  33.081519   18.292771   47.459015
33 2025-10-31  32.593455   17.266745   46.672870
34 2025-11-30  32.121135   17.402631   47.606184
13:59:40 - cmdstanpy - INFO - Chain [1] done processing
13:59:40 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 907:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.771039   26.450576   69.599092
31 2025-08-31  48.211291   28.911922   69.129987
32 2025-09-30  48.637342   27.610601   69.665758
33 2025-10-31  49.077595   28.895132   69.112924
34 2025-11-30  49.503646   28.804100   69.839012
13:59:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 908:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.048057    5.537048   47.641149
31 2025-08-31  27.564073    7.569278   47.872891
32 2025-09-30  27.095701    5.734448   47.329055
33 2025-10-31  26.611717    7.015326   47.553259
34 2025-11-30  26.143345    5.323238   48.084536
13:59:40 - cmdstanpy - INFO - Chain [1] start processing
13:59:40 - cmdstanpy - INFO - Chain [1] done processing
13:59:41 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 909:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.529775   22.999687   65.736265
31 2025-08-31  43.616597   21.860786   66.378533
32 2025-09-30  43.700618   22.510016   66.394074
33 2025-10-31  43.787440   20.941950   66.891475
34 2025-11-30  43.871461   21.332057   67.032970
13:59:41 - cmdstanpy - INFO - Chain [1] done processing
13:59:41 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 910:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.685758   15.720104   60.772178
31 2025-08-31  37.175082   16.127922   58.266697
32 2025-09-30  36.680879   15.857944   59.658622
33 2025-10-31  36.170203   13.168697   58.648914
34 2025-11-30  35.676001   14.484905   57.580354
13:59:41 - cmdstanpy - INFO - Chain [1] done processing
13:59:41 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 911:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.386656   24.532166   61.472635
31 2025-08-31  42.754519   23.709839   62.087351
32 2025-09-30  43.110515   23.133562   61.666646
33 2025-10-31  43.478378   24.523569   62.225633
34 2025-11-30  43.834374   26.380839   62.221694
13:59:41 - cmdstanpy - INFO - Chain [1] done processing
13:59:42 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 912:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.507863   13.619467   50.447245
31 2025-08-31  29.607360   11.934006   48.320781
32 2025-09-30  28.735905    9.657623   46.090017
33 2025-10-31  27.835401    9.486675   45.921259
34 2025-11-30  26.963946    9.310623   45.290358
13:59:42 - cmdstanpy - INFO - Chain [1] done processing
13:59:42 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 913:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.922269   23.277877   66.609697
31 2025-08-31  45.144684   24.438402   67.222860
32 2025-09-30  45.359926   24.110383   66.777714
33 2025-10-31  45.582342   23.034920   67.551919
34 2025-11-30  45.797583   26.281813   67.363004
13:59:42 - cmdstanpy - INFO - Chain [1] done processing
13:59:42 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 914:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.072188   28.994170   75.723029
31 2025-08-31  53.711869   30.433263   75.937057
32 2025-09-30  54.330915   31.294732   77.069697
33 2025-10-31  54.970595   33.922458   76.629138
34 2025-11-30  55.589641   32.583001   77.387214
13:59:42 - cmdstanpy - INFO - Chain [1] done processing
13:59:43 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 915:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.216445    5.135225   40.392581
31 2025-08-31  22.144745    5.551064   40.008501
32 2025-09-30  21.107615    4.107978   38.646566
33 2025-10-31  20.035915    4.123633   36.643485
34 2025-11-30  18.998785    2.478309   36.411959
13:59:43 - cmdstanpy - INFO - Chain [1] done processing
13:59:43 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 916:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.185274   20.282540   65.795011
31 2025-08-31  43.259570   20.015716   66.861785
32 2025-09-30  43.331468   19.937637   66.979829
33 2025-10-31  43.405764   18.827605   65.440242
34 2025-11-30  43.477663   20.832160   66.652545
13:59:43 - cmdstanpy - INFO - Chain [1] done processing
13:59:43 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 917:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.023422   26.679793   61.337064
31 2025-08-31  44.218684   26.408794   63.286903
32 2025-09-30  44.407647   27.635640   61.492210
33 2025-10-31  44.602909   27.126914   62.600699
34 2025-11-30  44.791872   27.550122   61.745315
13:59:43 - cmdstanpy - INFO - Chain [1] done processing
13:59:43 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 918:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.415205   17.305238   51.285829
31 2025-08-31  34.165069   17.528687   51.259078
32 2025-09-30  33.923002   16.245725   50.276902
33 2025-10-31  33.672866   16.658783   51.088075
34 2025-11-30  33.430799   16.004980   50.291799
13:59:44 - cmdstanpy - INFO - Chain [1] done processing
13:59:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 919:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.042677   27.371656   64.656880
31 2025-08-31  45.490185   26.882929   63.822967
32 2025-09-30  45.923257   27.251216   65.040380
33 2025-10-31  46.370765   28.431146   64.573806
34 2025-11-30  46.803838   27.797170   64.677012
13:59:44 - cmdstanpy - INFO - Chain [1] done processing
13:59:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 920:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.484095   19.385117   55.550791
31 2025-08-31  37.089192   18.179075   55.308426
32 2025-09-30  36.707026   16.906543   55.629796
33 2025-10-31  36.312123   18.021381   54.543097
34 2025-11-30  35.929958   16.284055   54.027370
13:59:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 921:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.703034    7.274708   54.531444
31 2025-08-31  30.959323    7.605010   55.395321
32 2025-09-30  30.239603    6.518993   53.597591
33 2025-10-31  29.495892    5.657630   54.128562
34 2025-11-30  28.776172    4.402387   51.418016
13:59:45 - cmdstanpy - INFO - Chain [1] start processing
13:59:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 922:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.797536    5.186276   61.985965
31 2025-08-31  34.551492    5.140820   64.724605
32 2025-09-30  34.313386    8.092825   61.229136
33 2025-10-31  34.067342    3.805519   61.157472
34 2025-11-30  33.829236    6.683384   60.836966
13:59:45 - cmdstanpy - INFO - Chain [1] start processing
13:59:45 - cmdstanpy - INFO - Chain [1] done processing
13:59:45 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 923:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.601789   12.071768   50.725775
31 2025-08-31  31.311927   11.224848   51.828027
32 2025-09-30  31.031415   11.582413   49.903886
33 2025-10-31  30.741553   12.035950   49.956503
34 2025-11-30  30.461041   10.908048   50.320711
13:59:45 - cmdstanpy - INFO - Chain [1] done processing
13:59:46 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 924:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.758549   36.140317   75.648685
31 2025-08-31  56.662312   37.242032   75.485116
32 2025-09-30  57.536921   39.491706   76.720083
33 2025-10-31  58.440684   37.413130   78.506314
34 2025-11-30  59.315293   39.957211   78.917632
13:59:46 - cmdstanpy - INFO - Chain [1] done processing
13:59:46 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 925:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.227697   -6.204152   42.256222
31 2025-08-31  16.273125   -7.765563   40.535570
32 2025-09-30  15.349346   -8.962861   37.280645
33 2025-10-31  14.394774   -8.777540   38.585454
34 2025-11-30  13.470994   -9.613013   37.920564
13:59:46 - cmdstanpy - INFO - Chain [1] done processing
13:59:46 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 926:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.250127   17.720801   65.980872
31 2025-08-31  43.023427   18.878491   66.341160
32 2025-09-30  42.804039   18.829818   67.659801
33 2025-10-31  42.577339   18.057881   68.046101
34 2025-11-30  42.357952   17.465760   66.006333
13:59:46 - cmdstanpy - INFO - Chain [1] done processing
13:59:47 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 927:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.375657   21.742857   59.127785
31 2025-08-31  40.458875   18.949350   61.255939
32 2025-09-30  40.539408   19.894618   58.305260
33 2025-10-31  40.622626   20.850901   60.950796
34 2025-11-30  40.703160   22.148227   61.630212
13:59:47 - cmdstanpy - INFO - Chain [1] done processing
13:59:47 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 928:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.145375   23.083660   68.594310
31 2025-08-31  45.557320   22.735371   68.128038
32 2025-09-30  45.955976   24.347589   69.208802
33 2025-10-31  46.367921   22.218719   67.733343
34 2025-11-30  46.766577   23.606617   71.109105
13:59:47 - cmdstanpy - INFO - Chain [1] done processing
13:59:47 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 929:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.534841   -0.814292   33.203726
31 2025-08-31  14.307088   -2.585685   31.677324
32 2025-09-30  13.118940   -4.205416   30.263129
33 2025-10-31  11.891188   -5.795168   28.842527
34 2025-11-30  10.703040   -7.442807   28.126010
13:59:47 - cmdstanpy - INFO - Chain [1] done processing
13:59:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 930:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.305265   17.995295   73.564745
31 2025-08-31  46.232094   19.804234   74.859342
32 2025-09-30  46.161284   19.884804   71.880448
33 2025-10-31  46.088113   20.931012   73.803052
34 2025-11-30  46.017302   19.559631   73.552327
13:59:48 - cmdstanpy - INFO - Chain [1] done processing
13:59:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 931:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.588192   19.035739   53.611387
31 2025-08-31  36.306388   19.808095   54.128714
32 2025-09-30  36.033675   18.496184   52.156200
33 2025-10-31  35.751871   18.726708   53.497364
34 2025-11-30  35.479158   19.263999   52.553607
13:59:48 - cmdstanpy - INFO - Chain [1] done processing
13:59:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 932:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.312637    3.164712   43.228836
31 2025-08-31  21.435395   -1.150267   41.394067
32 2025-09-30  20.586451    0.124092   41.340334
33 2025-10-31  19.709208   -0.031525   40.642156
34 2025-11-30  18.860264    0.085670   40.597782
13:59:48 - cmdstanpy - INFO - Chain [1] done processing
13:59:48 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 933:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.101868   22.147717   59.803544
31 2025-08-31  41.088264   21.979836   60.273998
32 2025-09-30  41.075098   22.477970   59.603377
33 2025-10-31  41.061494   22.777199   60.737411
34 2025-11-30  41.048329   22.647806   59.686131
13:59:49 - cmdstanpy - INFO - Chain [1] done processing
13:59:49 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 934:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.410320   30.669797   52.681462
31 2025-08-31  41.707436   30.932238   53.109191
32 2025-09-30  41.994968   30.572685   53.620165
33 2025-10-31  42.292084   31.968595   54.017227
34 2025-11-30  42.579616   31.624670   54.033381
13:59:49 - cmdstanpy - INFO - Chain [1] done processing
13:59:49 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 935:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.866023   25.625027   56.199831
31 2025-08-31  40.589426   26.114139   55.396607
32 2025-09-30  40.321751   26.548757   56.814825
33 2025-10-31  40.045154   24.933885   54.949669
34 2025-11-30  39.777479   24.903074   55.696517
13:59:49 - cmdstanpy - INFO - Chain [1] done processing
13:59:49 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 936:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.085702   12.427039   52.347766
31 2025-08-31  31.591023   11.899799   51.735933
32 2025-09-30  31.112302   10.967762   51.607413
33 2025-10-31  30.617623   10.321239   50.168114
34 2025-11-30  30.138901    8.849083   50.691074
13:59:49 - cmdstanpy - INFO - Chain [1] done processing
13:59:50 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 937:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.945354    3.647783   36.289036
31 2025-08-31  19.067018    0.612251   36.641131
32 2025-09-30  18.217015    1.799879   35.540830
33 2025-10-31  17.338679    2.933781   34.064347
34 2025-11-30  16.488676   -1.665525   32.113642
13:59:50 - cmdstanpy - INFO - Chain [1] done processing
13:59:50 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 938:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.902602   21.864554   57.219876
31 2025-08-31  39.686581   20.527072   59.299052
32 2025-09-30  39.477528   21.571663   58.213014
33 2025-10-31  39.261506   21.062512   57.122693
34 2025-11-30  39.052453   19.507509   58.628951
13:59:50 - cmdstanpy - INFO - Chain [1] done processing
13:59:50 - cmdstanpy - INFO - Chain [1] start processing
13:59:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 939:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.592511   29.988120   67.326494
31 2025-08-31  49.948289   31.961406   69.849055
32 2025-09-30  50.292590   30.900385   67.138603
33 2025-10-31  50.648368   31.862950   69.539431
34 2025-11-30  50.992669   32.231655   70.062293
13:59:50 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Asia and Product 940:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.618840   14.291265   54.493117
31 2025-08-31  34.241465   14.019081   52.705493
32 2025-09-30  33.876263   13.647631   53.846833
33 2025-10-31  33.498889   14.750833   53.226491
34 2025-11-30  33.133687   13.620814   51.977571
13:59:51 - cmdstanpy - INFO - Chain [1] done processing
13:59:51 - cmdstanpy - INFO - Chain [1] start processing
13:59:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 941:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.225492   30.631623   60.762854
31 2025-08-31  45.383827   31.189742   60.167459
32 2025-09-30  45.537054   29.827617   60.517580
33 2025-10-31  45.695389   29.465348   60.598040
34 2025-11-30  45.848616   30.323718   61.549737
13:59:51 - cmdstanpy - INFO - Chain [1] start processing
13:59:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 942:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.104325   21.935308   62.461715
31 2025-08-31  42.397045   22.159671   62.162908
32 2025-09-30  42.680323   23.130130   60.808740
33 2025-10-31  42.973042   23.302422   62.881310
34 2025-11-30  43.256320   23.465433   62.430741
Forecast for Asia and Product 943:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.286834   31.382352   74.886314
31 2025-08-31  52.614411   29.226400   75.893073
32 2025-09-30  52.931421   30.506877   74.730441
33 2025-10-31  53.258998   31.065473   74.337687
34 2025-11-30  53.576008   32.799567   75.730084
13:59:51 - cmdstanpy - INFO - Chain [1] start processing
13:59:51 - cmdstanpy - INFO - Chain [1] done processing
13:59:51 - cmdstanpy - INFO - Chain [1] start processing
13:59:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 944:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.963713   14.186364   57.481721
31 2025-08-31  35.557504   11.486901   56.482850
32 2025-09-30  35.164398   14.498391   57.964982
33 2025-10-31  34.758189   12.594117   56.433456
34 2025-11-30  34.365084   12.777517   57.567055
Forecast for Asia and Product 945:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.372245    5.559116   46.807123
31 2025-08-31  25.672355    5.644252   46.181920
32 2025-09-30  24.995042    6.443907   45.274615
33 2025-10-31  24.295151    2.912326   45.002608
34 2025-11-30  23.617838    2.528183   43.773788
13:59:52 - cmdstanpy - INFO - Chain [1] start processing
13:59:52 - cmdstanpy - INFO - Chain [1] done processing
13:59:52 - cmdstanpy - INFO - Chain [1] start processing
13:59:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 946:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.811675   13.804104   47.323473
31 2025-08-31  30.557065   14.115263   49.729524
32 2025-09-30  30.310668   12.242987   47.866046
33 2025-10-31  30.056058   12.128532   47.425222
34 2025-11-30  29.809662   12.138633   46.863555
Forecast for Asia and Product 947:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.415428   21.756063   73.440157
31 2025-08-31  47.859134   23.308577   73.510874
32 2025-09-30  48.288526   20.990933   72.311477
33 2025-10-31  48.732232   23.227613   74.765135
34 2025-11-30  49.161624   23.306854   73.593842
13:59:52 - cmdstanpy - INFO - Chain [1] start processing
13:59:52 - cmdstanpy - INFO - Chain [1] done processing
13:59:52 - cmdstanpy - INFO - Chain [1] start processing
13:59:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 948:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  41.210198   21.286712   60.953476
30 2025-08-31  41.335661   20.631132   61.761128
31 2025-09-30  41.457076   20.002505   62.916959
32 2025-10-31  41.582539   21.620987   61.566869
33 2025-11-30  41.703954   20.323629   61.304821
Forecast for Asia and Product 949:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.822674   28.126331   66.279765
31 2025-08-31  47.100103   29.407113   65.751264
32 2025-09-30  47.368582   27.607354   66.198631
33 2025-10-31  47.646011   29.793243   67.036872
34 2025-11-30  47.914490   28.292573   66.771054
13:59:52 - cmdstanpy - INFO - Chain [1] start processing
13:59:52 - cmdstanpy - INFO - Chain [1] done processing
13:59:53 - cmdstanpy - INFO - Chain [1] start processing
13:59:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 950:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.929859   20.972310   57.512075
31 2025-08-31  39.881971   21.140804   57.867934
32 2025-09-30  39.835628   21.120698   58.580196
33 2025-10-31  39.787740   20.417881   57.863405
34 2025-11-30  39.741397   20.078360   57.036260
Forecast for Asia and Product 951:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.334810    7.999338   42.203825
31 2025-08-31  25.851898    9.427829   44.013909
32 2025-09-30  25.384564    8.524524   42.696517
33 2025-10-31  24.901652    7.380430   42.316780
34 2025-11-30  24.434319    8.099132   42.547790
13:59:53 - cmdstanpy - INFO - Chain [1] start processing
13:59:53 - cmdstanpy - INFO - Chain [1] done processing
13:59:53 - cmdstanpy - INFO - Chain [1] start processing
13:59:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 952:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.117216   15.679674   57.305327
31 2025-08-31  37.121435   16.404013   57.887339
32 2025-09-30  37.125518   16.121516   58.324806
33 2025-10-31  37.129737   14.895955   59.086586
34 2025-11-30  37.133819   15.940286   60.121832
Forecast for Asia and Product 953:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.060722   10.881708   49.726946
31 2025-08-31  30.624871   11.229628   48.676227
32 2025-09-30  30.203080   12.027579   49.766611
33 2025-10-31  29.767229   10.398716   49.994027
34 2025-11-30  29.345438   11.734830   48.625934
13:59:53 - cmdstanpy - INFO - Chain [1] start processing
13:59:53 - cmdstanpy - INFO - Chain [1] done processing
13:59:53 - cmdstanpy - INFO - Chain [1] start processing
13:59:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 954:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.321300   23.665692   65.002516
31 2025-08-31  44.482213   24.221719   66.410137
32 2025-09-30  44.637936   25.053442   64.912710
33 2025-10-31  44.798850   23.988290   64.765278
34 2025-11-30  44.954572   23.030478   65.665180
13:59:53 - cmdstanpy - INFO - Chain [1] start processing
13:59:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 955:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  42.073093   27.109605   57.864372
30 2025-08-31  41.931645   26.224566   58.735937
31 2025-09-30  41.794759   24.504157   58.177407
32 2025-10-31  41.653310   23.602377   57.827866
33 2025-11-30  41.516424   25.742112   57.860020
Forecast for Asia and Product 956:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.885631   26.316917   68.587430
31 2025-08-31  47.172949   25.128640   68.478381
32 2025-09-30  47.450999   26.561064   67.698887
33 2025-10-31  47.738317   27.727994   70.255846
34 2025-11-30  48.016366   26.599187   69.366546
13:59:54 - cmdstanpy - INFO - Chain [1] start processing
13:59:54 - cmdstanpy - INFO - Chain [1] done processing
13:59:54 - cmdstanpy - INFO - Chain [1] start processing
13:59:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 957:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.062231   17.095269   47.424104
31 2025-08-31  31.627694   16.890692   45.606637
32 2025-09-30  31.207175   15.681552   46.333056
33 2025-10-31  30.772638   15.352418   45.323232
34 2025-11-30  30.352119   15.767292   44.757068
Forecast for Asia and Product 958:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.320146   23.233730   62.549625
31 2025-08-31  43.500123   22.596431   63.808926
32 2025-09-30  43.674294   24.077901   64.525067
33 2025-10-31  43.854271   23.840256   64.096147
34 2025-11-30  44.028442   23.924406   63.877706
13:59:54 - cmdstanpy - INFO - Chain [1] start processing
13:59:54 - cmdstanpy - INFO - Chain [1] done processing
13:59:54 - cmdstanpy - INFO - Chain [1] start processing
13:59:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 959:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.322149   17.561640   53.703939
31 2025-08-31  36.124863   18.155770   54.212592
32 2025-09-30  35.933941   18.294169   54.255476
33 2025-10-31  35.736654   16.875206   53.855615
34 2025-11-30  35.545732   17.414488   53.931948
13:59:54 - cmdstanpy - INFO - Chain [1] start processing
13:59:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 960:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.377907   16.538894   64.739071
31 2025-08-31  41.366420   17.136151   64.122135
32 2025-09-30  41.355303   17.790944   64.376592
33 2025-10-31  41.343816   19.038839   65.062854
34 2025-11-30  41.332699   18.552003   64.491935
Forecast for Asia and Product 961:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.857752   23.201845   60.053639
31 2025-08-31  40.699694   20.931994   60.041030
32 2025-09-30  40.546735   20.355467   58.586540
33 2025-10-31  40.388677   20.078334   60.046051
34 2025-11-30  40.235718   20.294826   60.256572
13:59:55 - cmdstanpy - INFO - Chain [1] start processing
13:59:55 - cmdstanpy - INFO - Chain [1] done processing
13:59:55 - cmdstanpy - INFO - Chain [1] start processing
13:59:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 962:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.105907   28.247200   65.447169
31 2025-08-31  47.327745   28.239687   67.966233
32 2025-09-30  47.542427   27.472446   66.122678
33 2025-10-31  47.764265   28.892734   66.986536
34 2025-11-30  47.978947   27.607889   68.393735
13:59:55 - cmdstanpy - INFO - Chain [1] start processing
13:59:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 963:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.978817   22.227322   60.097126
31 2025-08-31  40.831018   21.968789   60.393601
32 2025-09-30  40.687987   22.680886   60.204321
33 2025-10-31  40.540187   21.436398   58.678680
34 2025-11-30  40.397156   21.618138   57.894097
Forecast for Asia and Product 964:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.071059   28.290035   63.249702
31 2025-08-31  46.354952   28.636307   63.127083
32 2025-09-30  46.629686   29.741898   62.710936
33 2025-10-31  46.913578   30.194059   64.981696
34 2025-11-30  47.188313   30.352270   65.249268
13:59:55 - cmdstanpy - INFO - Chain [1] start processing
13:59:55 - cmdstanpy - INFO - Chain [1] done processing
13:59:56 - cmdstanpy - INFO - Chain [1] start processing
13:59:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 965:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.450612   18.104965   58.617625
31 2025-08-31  37.319452   18.004144   57.081617
32 2025-09-30  37.192522   17.854158   56.589178
33 2025-10-31  37.061362   16.802840   57.026869
34 2025-11-30  36.934432   16.999271   56.373891
Forecast for Asia and Product 966:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.210298   18.653914   56.083368
31 2025-08-31  37.328694   19.763138   55.572860
32 2025-09-30  37.443272   17.689689   56.900570
33 2025-10-31  37.561668   18.979828   56.635236
34 2025-11-30  37.676246   17.753200   55.239325
13:59:56 - cmdstanpy - INFO - Chain [1] start processing
13:59:56 - cmdstanpy - INFO - Chain [1] done processing
13:59:56 - cmdstanpy - INFO - Chain [1] start processing
13:59:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 967:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.594873   12.209206   46.796508
31 2025-08-31  29.372792   11.467859   46.741753
32 2025-09-30  29.157876   11.031233   45.958795
33 2025-10-31  28.935795   11.606647   45.618249
34 2025-11-30  28.720878   11.361754   45.766707
Forecast for Asia and Product 968:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.379984   19.606448   64.922556
31 2025-08-31  41.325919   19.086559   64.176414
32 2025-09-30  41.273598   17.801342   66.394488
33 2025-10-31  41.219533   19.554886   63.005141
34 2025-11-30  41.167212   18.623282   62.452059
13:59:56 - cmdstanpy - INFO - Chain [1] start processing
13:59:56 - cmdstanpy - INFO - Chain [1] done processing
13:59:56 - cmdstanpy - INFO - Chain [1] start processing
13:59:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 969:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.091197   14.601876   61.243506
31 2025-08-31  36.686187   14.547961   58.592350
32 2025-09-30  36.294242   12.885888   58.934260
33 2025-10-31  35.889233   10.924572   58.167351
34 2025-11-30  35.497288   12.939413   59.554601
Forecast for Asia and Product 970:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.911728   25.095638   61.825283
31 2025-08-31  44.070422   26.573889   62.180468
32 2025-09-30  44.223997   25.312382   61.127034
33 2025-10-31  44.382692   24.861661   63.165018
34 2025-11-30  44.536267   26.578183   63.327000
13:59:57 - cmdstanpy - INFO - Chain [1] start processing
13:59:57 - cmdstanpy - INFO - Chain [1] done processing
13:59:57 - cmdstanpy - INFO - Chain [1] start processing
13:59:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 971:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.069683   26.514704   61.027184
31 2025-08-31  43.295101   24.517643   61.258485
32 2025-09-30  43.513248   25.884715   61.383102
33 2025-10-31  43.738666   25.534799   62.120078
34 2025-11-30  43.956813   26.604030   63.297129
13:59:57 - cmdstanpy - INFO - Chain [1] start processing
13:59:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 972:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.866972   31.793202   72.019176
31 2025-08-31  51.407392   32.303259   70.620610
32 2025-09-30  51.930379   33.112556   71.145804
33 2025-10-31  52.470799   33.514224   72.682887
34 2025-11-30  52.993786   33.990911   73.340227
Forecast for Asia and Product 973:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.946649   13.591623   42.837417
31 2025-08-31  27.449851   13.307231   42.459066
32 2025-09-30  26.969078   12.442259   40.646921
33 2025-10-31  26.472280   11.806107   39.862488
34 2025-11-30  25.991508   11.997348   42.023932
13:59:57 - cmdstanpy - INFO - Chain [1] start processing
13:59:57 - cmdstanpy - INFO - Chain [1] done processing
13:59:57 - cmdstanpy - INFO - Chain [1] start processing
13:59:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 974:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.709438    3.179745   49.654139
31 2025-08-31  25.996911    3.172687   49.970933
32 2025-09-30  25.307368    2.345394   49.952192
33 2025-10-31  24.594841    0.320340   48.294898
34 2025-11-30  23.905298    0.289077   46.889595
Forecast for Asia and Product 975:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.062701   24.093727   54.214942
31 2025-08-31  39.182707   23.344222   53.414266
32 2025-09-30  39.298842   23.980487   54.992786
33 2025-10-31  39.418848   23.933190   55.637178
34 2025-11-30  39.534983   23.394063   55.028156
13:59:58 - cmdstanpy - INFO - Chain [1] start processing
13:59:58 - cmdstanpy - INFO - Chain [1] done processing
13:59:58 - cmdstanpy - INFO - Chain [1] start processing
13:59:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 976:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.579040   21.740598   56.422079
31 2025-08-31  39.500652   21.146301   56.351734
32 2025-09-30  39.424793   22.282958   57.494484
33 2025-10-31  39.346405   22.769025   56.750347
34 2025-11-30  39.270546   22.010031   56.015801
13:59:58 - cmdstanpy - INFO - Chain [1] start processing
13:59:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 977:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.782715   24.080050   63.382657
31 2025-08-31  43.039552   25.376263   62.716188
32 2025-09-30  43.288104   23.781747   63.165020
33 2025-10-31  43.544941   23.718286   61.895461
34 2025-11-30  43.793493   23.893754   63.449023
Forecast for Asia and Product 978:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.503481   27.593234   72.780137
31 2025-08-31  50.968727   27.508741   71.882764
32 2025-09-30  51.418966   28.548840   73.848944
33 2025-10-31  51.884212   29.774211   74.379667
34 2025-11-30  52.334450   30.252652   72.922266
13:59:58 - cmdstanpy - INFO - Chain [1] start processing
13:59:58 - cmdstanpy - INFO - Chain [1] done processing
13:59:58 - cmdstanpy - INFO - Chain [1] start processing
13:59:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 979:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.750657   24.805919   65.728865
31 2025-08-31  45.944312   24.798960   68.032154
32 2025-09-30  46.131720   26.443649   66.566220
33 2025-10-31  46.325375   24.788712   67.941992
34 2025-11-30  46.512783   26.253255   68.542830
Forecast for Asia and Product 980:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.079793   30.479880   75.017061
31 2025-08-31  53.673373   33.072017   75.364932
32 2025-09-30  54.247805   33.538755   75.401233
33 2025-10-31  54.841386   34.749937   76.651024
34 2025-11-30  55.415818   33.934442   76.181512
13:59:59 - cmdstanpy - INFO - Chain [1] start processing
13:59:59 - cmdstanpy - INFO - Chain [1] done processing
13:59:59 - cmdstanpy - INFO - Chain [1] start processing
13:59:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 981:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.137784   30.984754   75.379268
31 2025-08-31  54.716329   32.602714   77.746425
32 2025-09-30  55.276212   31.803428   76.549280
33 2025-10-31  55.854757   33.297490   78.171256
34 2025-11-30  56.414640   35.520454   80.222443
Forecast for Asia and Product 982:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.411063    6.434629   39.818426
31 2025-08-31  22.419623    5.637213   40.175402
32 2025-09-30  21.460164    4.598114   39.619063
33 2025-10-31  20.468724    3.975104   37.703646
34 2025-11-30  19.509265    1.809350   36.405046
13:59:59 - cmdstanpy - INFO - Chain [1] start processing
13:59:59 - cmdstanpy - INFO - Chain [1] done processing
13:59:59 - cmdstanpy - INFO - Chain [1] start processing
13:59:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 983:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.790112   19.455612   56.540071
31 2025-08-31  37.549798   18.889054   54.679012
32 2025-09-30  37.317237   19.007919   56.571637
33 2025-10-31  37.076923   18.998882   55.980830
34 2025-11-30  36.844361   18.902058   56.042012
Forecast for Asia and Product 984:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.861713   32.334677   70.676990
31 2025-08-31  52.400564   33.963150   70.273460
32 2025-09-30  52.922032   32.599155   71.518573
33 2025-10-31  53.460883   35.526374   72.526409
34 2025-11-30  53.982352   34.763449   74.100908
13:59:59 - cmdstanpy - INFO - Chain [1] start processing
13:59:59 - cmdstanpy - INFO - Chain [1] done processing
14:00:00 - cmdstanpy - INFO - Chain [1] start processing
14:00:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 985:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.616505   15.638028   48.931593
31 2025-08-31  32.136485   16.222555   48.984599
32 2025-09-30  31.671949   15.068223   46.659358
33 2025-10-31  31.191929   13.560048   47.566731
34 2025-11-30  30.727393   14.591213   45.998437
Forecast for Asia and Product 986:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.253815   42.305213   73.811423
31 2025-08-31  58.851903   43.106589   73.674819
32 2025-09-30  59.430698   44.243795   75.740804
33 2025-10-31  60.028787   43.904921   76.231796
34 2025-11-30  60.607582   45.281998   74.718718
14:00:00 - cmdstanpy - INFO - Chain [1] start processing
14:00:00 - cmdstanpy - INFO - Chain [1] done processing
14:00:00 - cmdstanpy - INFO - Chain [1] start processing
14:00:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 987:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.348039   22.203126   59.292099
31 2025-08-31  41.234018   23.388830   59.539781
32 2025-09-30  41.123674   21.885011   59.117734
33 2025-10-31  41.009653   23.395297   60.110864
34 2025-11-30  40.899310   23.677165   58.752977
14:00:00 - cmdstanpy - INFO - Chain [1] start processing
14:00:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 988:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.025642    7.710058   58.161154
31 2025-08-31  34.922260   11.254732   58.401627
32 2025-09-30  34.822213   10.348028   59.071937
33 2025-10-31  34.718831   10.127036   58.063944
34 2025-11-30  34.618783   10.927569   58.575215
Forecast for Asia and Product 989:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  34.744815   12.074389   56.068731
30 2025-08-31  34.353755   12.602934   55.762293
31 2025-09-30  33.975309   12.157125   55.596147
32 2025-10-31  33.584249   13.278965   55.763309
33 2025-11-30  33.205803   12.209740   55.039119
14:00:00 - cmdstanpy - INFO - Chain [1] start processing
14:00:00 - cmdstanpy - INFO - Chain [1] done processing
14:00:01 - cmdstanpy - INFO - Chain [1] start processing
14:00:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 990:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.168762    8.010825   49.655594
31 2025-08-31  28.602915    5.725189   50.251707
32 2025-09-30  28.055321    5.422373   51.162440
33 2025-10-31  27.489473    6.080151   48.778857
34 2025-11-30  26.941879    5.594271   48.691556
Forecast for Asia and Product 991:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.548710   20.185227   55.338517
31 2025-08-31  37.377535   18.951342   55.003814
32 2025-09-30  37.211882   20.318587   55.837816
33 2025-10-31  37.040707   20.417354   54.603201
34 2025-11-30  36.875054   19.241326   54.945611
14:00:01 - cmdstanpy - INFO - Chain [1] start processing
14:00:01 - cmdstanpy - INFO - Chain [1] done processing
14:00:01 - cmdstanpy - INFO - Chain [1] start processing
14:00:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 992:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.441100   14.927027   51.662969
31 2025-08-31  31.980857   13.273652   50.862605
32 2025-09-30  31.535460   12.408328   50.638316
33 2025-10-31  31.075217   12.473954   50.057038
34 2025-11-30  30.629820   11.666618   49.414298
14:00:01 - cmdstanpy - INFO - Chain [1] start processing
14:00:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 993:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.741895   12.281643   36.562621
31 2025-08-31  23.692846   10.199014   36.120684
32 2025-09-30  22.677637   11.276307   35.218859
33 2025-10-31  21.628588    9.447712   34.538040
34 2025-11-30  20.613380    7.383826   33.915117
14:00:01 - cmdstanpy - INFO - Chain [1] start processing
14:00:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 994:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.291062   16.435370   55.214489
31 2025-08-31  34.975702   12.893772   53.317884
32 2025-09-30  34.670515   15.272541   53.528953
33 2025-10-31  34.355155   14.396897   54.931407
34 2025-11-30  34.049968   14.160197   54.182799
14:00:02 - cmdstanpy - INFO - Chain [1] start processing
14:00:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 995:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.421443   19.586571   59.926962
31 2025-08-31  39.468707   19.868435   59.726358
32 2025-09-30  39.514446   17.760260   58.998496
33 2025-10-31  39.561710   19.066251   61.180186
34 2025-11-30  39.607449   20.786922   59.713586
14:00:02 - cmdstanpy - INFO - Chain [1] start processing
14:00:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 996:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.587206    9.807219   49.877074
31 2025-08-31  29.953683   10.762393   48.542596
32 2025-09-30  29.340597   10.378103   49.274877
33 2025-10-31  28.707074    9.098509   49.019619
34 2025-11-30  28.093988    8.640656   47.901718
14:00:02 - cmdstanpy - INFO - Chain [1] start processing
14:00:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 997:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.751071   24.960416   64.101045
31 2025-08-31  44.961086   25.167592   65.440415
32 2025-09-30  45.164328   24.889294   65.222580
33 2025-10-31  45.374343   27.025884   65.806225
34 2025-11-30  45.577585   26.388652   64.223714
14:00:02 - cmdstanpy - INFO - Chain [1] start processing
14:00:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Asia and Product 998:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.238292   26.340356   54.833704
31 2025-08-31  41.404985   25.918383   56.410107
32 2025-09-30  41.566301   27.378514   55.783078
33 2025-10-31  41.732994   27.159362   56.701338
34 2025-11-30  41.894310   26.610596   57.442605
Forecast for Asia and Product 999:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.216478   22.287189   55.472153
31 2025-08-31  37.897365   21.903876   54.429384
32 2025-09-30  37.588546   20.591216   53.885991
33 2025-10-31  37.269433   20.742361   54.032553
34 2025-11-30  36.960614   20.435081   53.350514
14:00:02 - cmdstanpy - INFO - Chain [1] start processing
14:00:03 - cmdstanpy - INFO - Chain [1] done processing
14:00:03 - cmdstanpy - INFO - Chain [1] start processing
14:00:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 100:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.193131   18.917279   56.144741
31 2025-08-31  35.998634   13.773411   54.947529
32 2025-09-30  35.810410   15.546787   55.660654
33 2025-10-31  35.615912   17.702928   57.012339
34 2025-11-30  35.427688   14.728687   55.437710
14:00:03 - cmdstanpy - INFO - Chain [1] start processing
14:00:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 101:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.340371   30.546727   72.351355
31 2025-08-31  51.758039   31.219721   72.621307
32 2025-09-30  52.162233   31.942352   72.552667
33 2025-10-31  52.579901   31.211548   73.040910
34 2025-11-30  52.984095   34.376461   72.479528
Forecast for Australia and Product 102:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.490131   20.489171   61.184008
31 2025-08-31  40.587797   20.477927   60.561295
32 2025-09-30  40.682313   19.000550   61.876229
33 2025-10-31  40.779979   20.606889   60.883903
34 2025-11-30  40.874495   20.117101   61.537825
14:00:03 - cmdstanpy - INFO - Chain [1] start processing
14:00:03 - cmdstanpy - INFO - Chain [1] done processing
14:00:03 - cmdstanpy - INFO - Chain [1] start processing
14:00:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 103:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.666699   15.463874   55.434742
31 2025-08-31  35.397417   16.573213   54.494405
32 2025-09-30  35.136821   15.360223   54.958925
33 2025-10-31  34.867539   14.482517   53.273709
34 2025-11-30  34.606943   15.398539   54.119835
14:00:04 - cmdstanpy - INFO - Chain [1] start processing
14:00:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 104:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.886613   27.427060   75.894712
31 2025-08-31  52.294468   27.693382   75.653999
32 2025-09-30  52.689167   29.818323   76.939765
33 2025-10-31  53.097023   29.270722   78.452891
34 2025-11-30  53.491722   31.579782   78.130022
Forecast for Australia and Product 105:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.365177   10.249483   44.348168
31 2025-08-31  26.496174    9.053759   43.150769
32 2025-09-30  25.655204    9.024157   41.919305
33 2025-10-31  24.786201    7.658618   40.735167
34 2025-11-30  23.945231    7.210288   41.524715
14:00:04 - cmdstanpy - INFO - Chain [1] start processing
14:00:04 - cmdstanpy - INFO - Chain [1] done processing
14:00:04 - cmdstanpy - INFO - Chain [1] start processing
14:00:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 106:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.082532   14.866733   56.362791
31 2025-08-31  35.971467   15.977610   55.811729
32 2025-09-30  35.863984   14.889761   56.163810
33 2025-10-31  35.752918   15.216373   54.977166
34 2025-11-30  35.645436   15.892089   55.600691
Forecast for Australia and Product 107:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.196795    9.273190   45.178841
31 2025-08-31  27.517896    9.684086   45.802030
32 2025-09-30  26.860896    7.724313   44.651148
33 2025-10-31  26.181997    8.348972   45.698775
34 2025-11-30  25.524997    6.763544   43.074881
14:00:04 - cmdstanpy - INFO - Chain [1] start processing
14:00:04 - cmdstanpy - INFO - Chain [1] done processing
14:00:04 - cmdstanpy - INFO - Chain [1] start processing
14:00:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 108:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.265402   14.418076   63.927488
31 2025-08-31  37.898401   13.607727   62.596238
32 2025-09-30  37.543240   13.545165   62.647751
33 2025-10-31  37.176239   13.441259   61.111484
34 2025-11-30  36.821077   11.712667   61.305565
Forecast for Australia and Product 109:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.307425   19.602089   66.950861
31 2025-08-31  44.265798   22.558271   67.186470
32 2025-09-30  44.225514   22.730258   66.074068
33 2025-10-31  44.183888   21.713016   65.331910
34 2025-11-30  44.143604   21.339907   66.752683
14:00:04 - cmdstanpy - INFO - Chain [1] start processing
14:00:05 - cmdstanpy - INFO - Chain [1] done processing
14:00:05 - cmdstanpy - INFO - Chain [1] start processing
14:00:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 110:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.018809   35.040054   73.028021
31 2025-08-31  55.642317   35.208341   74.939941
32 2025-09-30  56.245713   37.220073   75.198235
33 2025-10-31  56.869222   38.223413   75.858512
34 2025-11-30  57.472617   39.397614   77.959317
14:00:05 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 111:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.838579   31.773221   67.958360
31 2025-08-31  50.406091   33.383949   66.864631
32 2025-09-30  50.955295   32.107173   68.547730
33 2025-10-31  51.522807   33.542323   69.867489
34 2025-11-30  52.072012   33.529005   68.416134
14:00:05 - cmdstanpy - INFO - Chain [1] done processing
14:00:05 - cmdstanpy - INFO - Chain [1] start processing
14:00:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 112:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.614944   30.776093   63.351265
31 2025-08-31  47.092781   29.227088   63.445561
32 2025-09-30  47.555204   31.346700   64.209537
33 2025-10-31  48.033041   30.771725   63.900572
34 2025-11-30  48.495465   31.419167   64.345281
14:00:05 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 113:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.919366   13.983140   52.461217
31 2025-08-31  33.469793   12.827228   53.001607
32 2025-09-30  33.034722   13.339155   54.329790
33 2025-10-31  32.585149   12.650754   51.886722
34 2025-11-30  32.150078   11.570008   52.157831
14:00:06 - cmdstanpy - INFO - Chain [1] done processing
14:00:06 - cmdstanpy - INFO - Chain [1] start processing
14:00:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 114:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.600203   33.634413   69.509460
31 2025-08-31  52.162167   33.713458   70.964700
32 2025-09-30  52.706002   34.372239   70.764679
33 2025-10-31  53.267966   33.690737   71.310593
34 2025-11-30  53.811801   35.129732   72.359833
14:00:06 - cmdstanpy - INFO - Chain [1] start processing
14:00:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 115:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.233018   14.827927   56.302246
31 2025-08-31  35.033624   16.352488   56.535313
32 2025-09-30  34.840662   13.254739   54.852140
33 2025-10-31  34.641268   14.308176   55.050640
34 2025-11-30  34.448306   13.910421   55.760175
14:00:06 - cmdstanpy - INFO - Chain [1] start processing
14:00:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 116:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.904831   12.445849   56.073945
31 2025-08-31  33.557722   12.223455   55.768821
32 2025-09-30  33.221811   13.577718   54.131911
33 2025-10-31  32.874703   11.236447   55.434829
34 2025-11-30  32.538792   11.113927   53.323644
Forecast for Australia and Product 117:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.182781   16.683666   53.094508
31 2025-08-31  34.850210   18.149627   52.678646
32 2025-09-30  34.528367   16.426812   51.367226
33 2025-10-31  34.195796   15.652775   52.926194
34 2025-11-30  33.873953   14.490747   51.685985
14:00:06 - cmdstanpy - INFO - Chain [1] start processing
14:00:06 - cmdstanpy - INFO - Chain [1] done processing
14:00:07 - cmdstanpy - INFO - Chain [1] start processing
14:00:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 118:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.188842   16.634709   52.741901
31 2025-08-31  34.105052   15.685003   52.029165
32 2025-09-30  34.023965   16.686548   51.821000
33 2025-10-31  33.940175   16.769731   50.266665
34 2025-11-30  33.859088   16.759341   50.683796
Forecast for Australia and Product 119:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.141640   21.302509   52.912878
31 2025-08-31  37.014735   21.085597   52.313125
32 2025-09-30  36.891923   20.248023   54.280174
33 2025-10-31  36.765018   19.970682   52.728038
34 2025-11-30  36.642206   19.031174   51.817494
14:00:07 - cmdstanpy - INFO - Chain [1] start processing
14:00:07 - cmdstanpy - INFO - Chain [1] done processing
14:00:07 - cmdstanpy - INFO - Chain [1] start processing
14:00:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 120:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.684916   15.363127   56.109815
31 2025-08-31  36.553269   16.485384   56.219233
32 2025-09-30  36.425868   17.728762   56.739386
33 2025-10-31  36.294220   16.681666   55.017358
34 2025-11-30  36.166820   17.818709   55.653892
Forecast for Australia and Product 121:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.505566   15.943299   51.056681
31 2025-08-31  31.810383   14.402919   48.459435
32 2025-09-30  31.137625   14.447668   49.935772
33 2025-10-31  30.442442   11.705681   45.874916
34 2025-11-30  29.769684   13.555899   48.264007
14:00:07 - cmdstanpy - INFO - Chain [1] start processing
14:00:07 - cmdstanpy - INFO - Chain [1] done processing
14:00:07 - cmdstanpy - INFO - Chain [1] start processing
14:00:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 122:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.330898    0.601827   41.062166
31 2025-08-31  20.592808   -1.027517   41.504751
32 2025-09-30  19.878527   -0.340567   41.845617
33 2025-10-31  19.140437   -0.846708   39.135863
34 2025-11-30  18.426157   -0.677052   40.047967
Forecast for Australia and Product 123:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.294034   19.473868   56.201439
31 2025-08-31  38.440523   20.459580   56.394435
32 2025-09-30  38.582286   19.943091   56.310095
33 2025-10-31  38.728774   20.382721   57.439580
34 2025-11-30  38.870537   21.947474   56.357757
14:00:08 - cmdstanpy - INFO - Chain [1] start processing
14:00:08 - cmdstanpy - INFO - Chain [1] done processing
14:00:08 - cmdstanpy - INFO - Chain [1] start processing
14:00:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 124:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.071912   24.679373   68.995158
31 2025-08-31  47.630382   26.780296   67.266297
32 2025-09-30  48.170837   26.436332   69.022058
33 2025-10-31  48.729308   27.246659   71.422772
34 2025-11-30  49.269763   28.200278   70.546648
14:00:08 - cmdstanpy - INFO - Chain [1] start processing
14:00:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 125:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.029443   18.385387   57.924279
31 2025-08-31  36.815799   16.868306   56.848558
32 2025-09-30  36.609047   17.812346   55.013873
33 2025-10-31  36.395404   17.160499   57.031175
34 2025-11-30  36.188652   16.638856   57.332653
14:00:08 - cmdstanpy - INFO - Chain [1] start processing
14:00:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 126:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.830605    9.872595   56.938507
31 2025-08-31  32.038733    9.169850   56.059320
32 2025-09-30  31.272405    7.362341   53.893268
33 2025-10-31  30.480533    6.765494   53.763667
34 2025-11-30  29.714205    5.939990   53.863529
14:00:08 - cmdstanpy - INFO - Chain [1] start processing
14:00:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 127:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.161675    7.219909   35.845131
31 2025-08-31  20.377380    4.690214   33.467696
32 2025-09-30  19.618385    5.729935   33.387437
33 2025-10-31  18.834090    5.523768   33.619583
34 2025-11-30  18.075095    4.192733   31.486352
14:00:09 - cmdstanpy - INFO - Chain [1] start processing
14:00:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 128:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.753924   10.946437   43.567920
31 2025-08-31  27.001172   10.737215   43.527160
32 2025-09-30  26.272702    9.318498   42.723702
33 2025-10-31  25.519950   10.456582   41.446472
34 2025-11-30  24.791480    8.003237   40.334645
14:00:09 - cmdstanpy - INFO - Chain [1] start processing
14:00:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 129:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.773795    7.002514   43.799155
31 2025-08-31  24.982789    5.864227   44.274010
32 2025-09-30  24.217299    5.425402   43.220661
33 2025-10-31  23.426293    3.754360   41.107548
34 2025-11-30  22.660803    3.669362   41.938536
Forecast for Australia and Product 130:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.423440   17.285478   48.637882
31 2025-08-31  33.161980   17.670322   48.683230
32 2025-09-30  32.908955   16.129167   48.218247
33 2025-10-31  32.647495   17.352094   49.478868
34 2025-11-30  32.394470   16.179535   49.138849
14:00:09 - cmdstanpy - INFO - Chain [1] start processing
14:00:09 - cmdstanpy - INFO - Chain [1] done processing
14:00:09 - cmdstanpy - INFO - Chain [1] start processing
14:00:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 131:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.247354   20.481279   62.609405
31 2025-08-31  41.116761   19.137348   64.474229
32 2025-09-30  40.990381   19.236192   63.044868
33 2025-10-31  40.859789   18.909599   63.818356
34 2025-11-30  40.733408   17.445853   61.831050
14:00:09 - cmdstanpy - INFO - Chain [1] start processing
14:00:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 132:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.615593    3.669033   49.143354
31 2025-08-31  25.952161    3.954875   45.833276
32 2025-09-30  25.310131    4.223304   47.237990
33 2025-10-31  24.646699    1.994795   47.841376
34 2025-11-30  24.004668    3.181567   46.975536
Forecast for Australia and Product 133:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.561264   31.960163   71.172674
31 2025-08-31  50.866213   30.339848   71.698477
32 2025-09-30  51.161325   28.140632   71.686426
33 2025-10-31  51.466274   32.207368   72.624352
34 2025-11-30  51.761386   31.457172   73.147076
14:00:10 - cmdstanpy - INFO - Chain [1] start processing
14:00:10 - cmdstanpy - INFO - Chain [1] done processing
14:00:10 - cmdstanpy - INFO - Chain [1] start processing
14:00:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 134:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.761440   32.695641   61.854620
31 2025-08-31  48.194109   33.701292   63.242660
32 2025-09-30  48.612820   34.686643   62.134933
33 2025-10-31  49.045489   34.101244   63.503981
34 2025-11-30  49.464201   35.198744   63.965046
Forecast for Australia and Product 135:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.402039   13.124727   48.805518
31 2025-08-31  31.081980   14.242386   48.020829
32 2025-09-30  30.772246   13.312647   49.101966
33 2025-10-31  30.452188   11.333035   47.123566
34 2025-11-30  30.142454   12.471481   47.440819
14:00:10 - cmdstanpy - INFO - Chain [1] start processing
14:00:10 - cmdstanpy - INFO - Chain [1] done processing
14:00:10 - cmdstanpy - INFO - Chain [1] start processing
14:00:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 136:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.595354   22.194522   70.186524
31 2025-08-31  48.111411   23.854039   71.322742
32 2025-09-30  48.610821   26.755979   71.937201
33 2025-10-31  49.126878   23.735604   72.856292
34 2025-11-30  49.626288   25.823870   74.733254
Forecast for Australia and Product 137:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.693239   27.643195   64.863533
31 2025-08-31  45.993929   28.987015   62.986485
32 2025-09-30  46.284920   29.534066   64.357987
33 2025-10-31  46.585610   28.244065   63.237461
34 2025-11-30  46.876600   29.463316   62.748969
14:00:11 - cmdstanpy - INFO - Chain [1] start processing
14:00:11 - cmdstanpy - INFO - Chain [1] done processing
14:00:11 - cmdstanpy - INFO - Chain [1] start processing
14:00:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 138:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.868855   16.115492   51.173239
31 2025-08-31  33.745481   15.386919   50.886642
32 2025-09-30  33.626088   15.387403   51.580268
33 2025-10-31  33.502714   15.913976   50.524761
34 2025-11-30  33.383321   14.910259   51.043619
14:00:11 - cmdstanpy - INFO - Chain [1] start processing
14:00:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 139:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.219970   15.590655   58.889478
31 2025-08-31  35.851367   11.188971   57.653671
32 2025-09-30  35.494654   13.340439   57.993507
33 2025-10-31  35.126051   12.132106   57.804721
34 2025-11-30  34.769338   12.979944   57.279215
Forecast for Australia and Product 140:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.161162   24.019988   60.924954
31 2025-08-31  42.130858   23.861158   60.434175
32 2025-09-30  42.101531   23.928155   61.925826
33 2025-10-31  42.071226   24.807290   59.670213
34 2025-11-30  42.041899   22.854825   60.812635
14:00:11 - cmdstanpy - INFO - Chain [1] start processing
14:00:11 - cmdstanpy - INFO - Chain [1] done processing
14:00:11 - cmdstanpy - INFO - Chain [1] start processing
14:00:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 141:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.525681   14.196439   44.635389
31 2025-08-31  28.109077   13.930078   43.055325
32 2025-09-30  27.705911   12.114216   41.949872
33 2025-10-31  27.289306   13.071580   42.776547
34 2025-11-30  26.886140   12.732377   40.788144
Forecast for Australia and Product 142:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.462466   20.569156   56.468048
31 2025-08-31  37.542787   20.566213   54.682656
32 2025-09-30  37.620516   20.088158   54.835980
33 2025-10-31  37.700836   20.463550   55.005000
34 2025-11-30  37.778565   20.061107   55.091299
14:00:12 - cmdstanpy - INFO - Chain [1] start processing
14:00:12 - cmdstanpy - INFO - Chain [1] done processing
14:00:12 - cmdstanpy - INFO - Chain [1] start processing
14:00:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 143:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.702911   17.379270   53.667493
31 2025-08-31  35.424526   16.402581   54.141463
32 2025-09-30  35.155120   17.399340   55.097867
33 2025-10-31  34.876734   15.052082   54.805514
34 2025-11-30  34.607329   16.221098   54.204402
14:00:12 - cmdstanpy - INFO - Chain [1] start processing
14:00:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 144:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.271822   22.568014   67.196765
31 2025-08-31  46.638915   21.563829   69.255200
32 2025-09-30  46.994167   23.334582   69.254693
33 2025-10-31  47.361260   23.863498   70.703333
34 2025-11-30  47.716511   24.463587   71.602797
Forecast for Australia and Product 145:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.610800   36.828038   75.949763
31 2025-08-31  57.382404   37.935749   76.957944
32 2025-09-30  58.129118   37.770785   78.203313
33 2025-10-31  58.900722   39.334939   78.546807
34 2025-11-30  59.647435   38.820091   80.112968
14:00:12 - cmdstanpy - INFO - Chain [1] start processing
14:00:12 - cmdstanpy - INFO - Chain [1] done processing
14:00:13 - cmdstanpy - INFO - Chain [1] start processing
14:00:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 146:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.634321   29.017679   59.788417
31 2025-08-31  44.952625   31.169614   58.518013
32 2025-09-30  45.260662   30.683696   60.041301
33 2025-10-31  45.578966   30.360846   59.418890
34 2025-11-30  45.887002   31.726757   61.565836
Forecast for Australia and Product 147:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.666464   18.926639   67.631339
31 2025-08-31  42.604636   17.545779   68.616414
32 2025-09-30  42.544803   16.012769   66.837334
33 2025-10-31  42.482976   18.420208   65.472694
34 2025-11-30  42.423143   18.011733   66.020030
14:00:13 - cmdstanpy - INFO - Chain [1] start processing
14:00:13 - cmdstanpy - INFO - Chain [1] done processing
14:00:13 - cmdstanpy - INFO - Chain [1] start processing
14:00:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 148:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.578387   15.507034   44.945530
31 2025-08-31  30.279476   15.881445   45.193696
32 2025-09-30  29.990207   16.349160   44.156724
33 2025-10-31  29.691295   16.142572   42.067379
34 2025-11-30  29.402026   16.112247   42.871694
14:00:13 - cmdstanpy - INFO - Chain [1] start processing
14:00:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 149:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.899352    9.396832   43.552750
31 2025-08-31  25.425468    8.245519   42.210009
32 2025-09-30  24.966870    7.108396   43.831954
33 2025-10-31  24.492987    8.104305   42.543794
34 2025-11-30  24.034389    6.426651   40.952130
Forecast for Australia and Product 150:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  39.760594   25.821301   52.404645
30 2025-08-31  40.029887   27.603083   52.727741
31 2025-09-30  40.290493   27.521859   53.600356
32 2025-10-31  40.559787   26.941934   54.434844
33 2025-11-30  40.820393   28.719823   54.371419
14:00:13 - cmdstanpy - INFO - Chain [1] start processing
14:00:14 - cmdstanpy - INFO - Chain [1] done processing
14:00:14 - cmdstanpy - INFO - Chain [1] start processing
14:00:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 151:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.480038    1.818477   52.552426
31 2025-08-31  25.599213    0.456482   49.416968
32 2025-09-30  24.746801    0.145457   47.501036
33 2025-10-31  23.865976    0.532288   48.850686
34 2025-11-30  23.013565   -0.434993   48.772698
Forecast for Australia and Product 152:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.073612   24.725311   57.437623
31 2025-08-31  40.340946   22.990969   57.073839
32 2025-09-30  40.599657   24.521230   57.538455
33 2025-10-31  40.866991   24.196726   57.420648
34 2025-11-30  41.125701   23.769764   57.762807
14:00:14 - cmdstanpy - INFO - Chain [1] start processing
14:00:14 - cmdstanpy - INFO - Chain [1] done processing
14:00:14 - cmdstanpy - INFO - Chain [1] start processing
14:00:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 153:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.241263   26.951369   63.332780
31 2025-08-31  45.273987   27.370242   63.272027
32 2025-09-30  45.305656   25.929880   64.722553
33 2025-10-31  45.338380   24.612822   63.775132
34 2025-11-30  45.370048   25.660407   62.850334
14:00:14 - cmdstanpy - INFO - Chain [1] start processing
14:00:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 154:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.417487   19.929324   73.463359
31 2025-08-31  47.851859   20.814751   74.358205
32 2025-09-30  48.272219   20.461084   74.940187
33 2025-10-31  48.706592   21.336803   75.611729
34 2025-11-30  49.126952   22.587967   77.693885
Forecast for Australia and Product 155:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.000194   19.423115   52.121063
31 2025-08-31  35.896327   16.826327   55.374588
32 2025-09-30  35.795810   17.552566   53.157893
33 2025-10-31  35.691943   16.382598   53.604932
34 2025-11-30  35.591427   18.384324   54.372768
14:00:14 - cmdstanpy - INFO - Chain [1] start processing
14:00:15 - cmdstanpy - INFO - Chain [1] done processing
14:00:15 - cmdstanpy - INFO - Chain [1] start processing
14:00:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 156:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.279889   13.896434   54.198711
31 2025-08-31  34.276618   13.161248   53.861877
32 2025-09-30  34.273452   14.870266   53.333458
33 2025-10-31  34.270180   14.860417   53.899417
34 2025-11-30  34.267014   15.549355   54.534156
14:00:15 - cmdstanpy - INFO - Chain [1] start processing
14:00:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 157:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.701214   14.264914   54.758717
31 2025-08-31  34.738979   15.760593   53.024613
32 2025-09-30  34.775527   16.883921   54.502770
33 2025-10-31  34.813293   14.719178   56.138010
34 2025-11-30  34.849840   16.184936   53.610084
Forecast for Australia and Product 158:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.693760   25.350932   56.745040
31 2025-08-31  40.666750   25.076074   56.396787
32 2025-09-30  40.640611   24.719973   57.491170
33 2025-10-31  40.613600   24.270362   56.981228
34 2025-11-30  40.587461   23.256617   57.339022
14:00:15 - cmdstanpy - INFO - Chain [1] start processing
14:00:15 - cmdstanpy - INFO - Chain [1] done processing
14:00:15 - cmdstanpy - INFO - Chain [1] start processing
14:00:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 159:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.062001   14.002594   47.193257
31 2025-08-31  30.706222   13.765646   47.749058
32 2025-09-30  30.361919   13.651513   46.110693
33 2025-10-31  30.006140   12.631017   45.424421
34 2025-11-30  29.661837   13.573491   45.746618
Forecast for Australia and Product 160:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.496561   17.761141   58.792010
31 2025-08-31  37.299615   16.813204   56.890823
32 2025-09-30  37.109022   15.843487   55.846063
33 2025-10-31  36.912076   18.248065   55.894126
34 2025-11-30  36.721483   17.644787   56.274761
14:00:15 - cmdstanpy - INFO - Chain [1] start processing
14:00:15 - cmdstanpy - INFO - Chain [1] done processing
14:00:16 - cmdstanpy - INFO - Chain [1] start processing
14:00:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 161:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.364019   25.439307   72.966544
31 2025-08-31  49.668104   25.089080   72.311397
32 2025-09-30  49.962379   26.887565   74.373402
33 2025-10-31  50.266463   25.842056   74.441259
34 2025-11-30  50.560738   26.468601   75.614874
Forecast for Australia and Product 162:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.339671   16.223009   51.535333
31 2025-08-31  33.067658   15.854599   50.387480
32 2025-09-30  32.804420   14.113054   50.041822
33 2025-10-31  32.532407   15.928226   50.299961
34 2025-11-30  32.269169   14.624986   50.278824
14:00:16 - cmdstanpy - INFO - Chain [1] start processing
14:00:16 - cmdstanpy - INFO - Chain [1] done processing
14:00:16 - cmdstanpy - INFO - Chain [1] start processing
14:00:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 163:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.676927   27.364975   66.811903
31 2025-08-31  48.895165   30.057171   67.880347
32 2025-09-30  49.106362   27.616357   68.466816
33 2025-10-31  49.324599   29.739805   68.876025
34 2025-11-30  49.535797   27.989382   69.220536
Forecast for Australia and Product 164:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.559195   21.270942   72.843960
31 2025-08-31  47.655139   21.902152   72.353667
32 2025-09-30  47.747988   22.817899   72.680327
33 2025-10-31  47.843932   22.976001   74.803375
34 2025-11-30  47.936780   22.421754   72.658208
14:00:16 - cmdstanpy - INFO - Chain [1] start processing
14:00:16 - cmdstanpy - INFO - Chain [1] done processing
14:00:16 - cmdstanpy - INFO - Chain [1] start processing
14:00:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 165:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.958490   31.385175   67.583054
31 2025-08-31  50.281186   31.910289   67.303812
32 2025-09-30  50.593473   32.760821   68.286401
33 2025-10-31  50.916168   32.348420   66.387401
34 2025-11-30  51.228455   32.816474   69.028913
Forecast for Australia and Product 166:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.499897   22.793211   53.920726
31 2025-08-31  38.388362   24.081357   55.678608
32 2025-09-30  38.280424   21.862750   54.479151
33 2025-10-31  38.168889   22.126240   53.788229
34 2025-11-30  38.060951   22.391427   55.163914
14:00:17 - cmdstanpy - INFO - Chain [1] start processing
14:00:17 - cmdstanpy - INFO - Chain [1] done processing
14:00:17 - cmdstanpy - INFO - Chain [1] start processing
14:00:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 167:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.211220   26.263794   69.739659
31 2025-08-31  48.507128   25.473115   71.523246
32 2025-09-30  48.793492   26.868456   71.550817
33 2025-10-31  49.089401   27.298405   71.857231
34 2025-11-30  49.375764   27.256366   69.373007
Forecast for Australia and Product 168:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.933292   23.679665   67.591171
31 2025-08-31  46.251431   24.268553   68.662753
32 2025-09-30  46.559308   25.630674   69.077106
33 2025-10-31  46.877447   24.359285   69.637131
34 2025-11-30  47.185324   26.130869   69.018352
14:00:17 - cmdstanpy - INFO - Chain [1] start processing
14:00:17 - cmdstanpy - INFO - Chain [1] done processing
14:00:17 - cmdstanpy - INFO - Chain [1] start processing
14:00:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 169:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.061263   21.223106   67.361540
31 2025-08-31  43.109023   19.426596   69.554232
32 2025-09-30  43.155242   16.809299   68.282410
33 2025-10-31  43.203002   20.518987   66.032125
34 2025-11-30  43.249221   19.378307   66.938836
Forecast for Australia and Product 170:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.498451    7.867517   51.322181
31 2025-08-31  31.159519    9.648190   53.831298
32 2025-09-30  30.831521    7.329186   51.327628
33 2025-10-31  30.492589    8.811392   51.697074
34 2025-11-30  30.164590    8.061073   51.788966
14:00:17 - cmdstanpy - INFO - Chain [1] start processing
14:00:17 - cmdstanpy - INFO - Chain [1] done processing
14:00:18 - cmdstanpy - INFO - Chain [1] start processing
14:00:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 171:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.966400   22.833721   62.258155
31 2025-08-31  43.220759   23.020082   62.994873
32 2025-09-30  43.466914   23.270390   62.713489
33 2025-10-31  43.721274   23.738146   64.100805
34 2025-11-30  43.967428   25.675820   62.822285
Forecast for Australia and Product 172:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.858926   26.347253   54.123061
31 2025-08-31  40.123230   26.639165   54.451271
32 2025-09-30  40.379009   25.309230   54.377444
33 2025-10-31  40.643313   26.464165   54.675859
34 2025-11-30  40.899091   27.281619   54.727524
14:00:18 - cmdstanpy - INFO - Chain [1] start processing
14:00:18 - cmdstanpy - INFO - Chain [1] done processing
14:00:18 - cmdstanpy - INFO - Chain [1] start processing
14:00:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 173:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.408583   16.288822   60.811723
31 2025-08-31  39.312034   15.455383   60.646433
32 2025-09-30  39.218600   17.034596   61.568112
33 2025-10-31  39.122052   16.861214   63.049080
34 2025-11-30  39.028618   16.865251   61.635285
Forecast for Australia and Product 174:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.903469   15.953323   66.925643
31 2025-08-31  41.807385   18.010213   68.514301
32 2025-09-30  41.714400   15.048896   67.926380
33 2025-10-31  41.618317   17.142056   67.103620
34 2025-11-30  41.525332   15.582093   67.488461
14:00:18 - cmdstanpy - INFO - Chain [1] start processing
14:00:18 - cmdstanpy - INFO - Chain [1] done processing
14:00:18 - cmdstanpy - INFO - Chain [1] start processing
14:00:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 175:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.023792   17.444365   48.507224
31 2025-08-31  31.605984   15.003441   47.704059
32 2025-09-30  31.201654   14.219993   47.102060
33 2025-10-31  30.783847   13.120024   47.440928
34 2025-11-30  30.379517   13.104443   46.007429
14:00:19 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 176:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.249941   15.244786   48.367929
31 2025-08-31  31.594758   14.983737   47.149895
32 2025-09-30  30.960709   14.763911   48.154351
33 2025-10-31  30.305526   13.225447   46.909277
34 2025-11-30  29.671478   14.143708   45.727061
14:00:19 - cmdstanpy - INFO - Chain [1] done processing
14:00:19 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 177:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.591572   35.132137   71.346840
31 2025-08-31  54.076425   35.726578   72.281263
32 2025-09-30  54.545637   38.288591   74.112727
33 2025-10-31  55.030490   37.636232   73.136695
34 2025-11-30  55.499703   36.932087   74.647293
14:00:19 - cmdstanpy - INFO - Chain [1] done processing
14:00:19 - cmdstanpy - INFO - Chain [1] start processing
14:00:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 178:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.112319   40.183158   67.187529
31 2025-08-31  54.919486   41.130752   68.944943
32 2025-09-30  55.700615   41.700405   68.680434
33 2025-10-31  56.507782   43.134159   70.001539
34 2025-11-30  57.288911   44.679167   71.475885
14:00:19 - cmdstanpy - INFO - Chain [1] start processing
14:00:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 179:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.787874   19.774480   59.718807
31 2025-08-31  38.622496   20.304011   57.176919
32 2025-09-30  38.462454   19.338126   57.203285
33 2025-10-31  38.297076   20.201883   57.054571
34 2025-11-30  38.137034   20.029454   59.598321
14:00:20 - cmdstanpy - INFO - Chain [1] start processing
14:00:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 180:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.372082   10.781232   53.244015
31 2025-08-31  31.722583   11.433605   54.921206
32 2025-09-30  31.094035   10.839583   51.539339
33 2025-10-31  30.444535    9.739405   51.307237
34 2025-11-30  29.815987    7.795852   51.836052
14:00:20 - cmdstanpy - INFO - Chain [1] start processing
14:00:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 181:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.801131   12.672307   53.844072
31 2025-08-31  33.636987   11.726190   54.595280
32 2025-09-30  33.478139   12.629802   53.639019
33 2025-10-31  33.313996   11.908037   52.067199
34 2025-11-30  33.155147   12.724141   53.667691
14:00:20 - cmdstanpy - INFO - Chain [1] start processing
14:00:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 182:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.260546   21.818138   59.979671
31 2025-08-31  40.101216   21.936067   58.799593
32 2025-09-30  39.947026   21.573177   59.436157
33 2025-10-31  39.787696   19.589055   58.079501
34 2025-11-30  39.633506   21.167783   58.691146
Forecast for Australia and Product 183:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.795253   22.738061   55.994273
31 2025-08-31  38.871369   22.128510   55.758198
32 2025-09-30  38.945029   22.741832   54.813771
33 2025-10-31  39.021144   23.221223   56.790857
34 2025-11-30  39.094804   22.157757   55.642653
14:00:20 - cmdstanpy - INFO - Chain [1] start processing
14:00:20 - cmdstanpy - INFO - Chain [1] done processing
14:00:20 - cmdstanpy - INFO - Chain [1] start processing
14:00:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 184:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.996188   14.142273   61.202624
31 2025-08-31  37.804628   13.808753   59.706751
32 2025-09-30  37.619248   14.865399   61.383210
33 2025-10-31  37.427688   13.957914   58.813847
34 2025-11-30  37.242307   14.370310   60.209267
14:00:21 - cmdstanpy - INFO - Chain [1] start processing
14:00:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 185:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.459497   20.627952   52.768869
31 2025-08-31  37.428409   20.946760   53.092991
32 2025-09-30  37.398325   19.936542   53.276973
33 2025-10-31  37.367237   19.703049   55.303913
34 2025-11-30  37.337152   20.510682   54.571189
14:00:21 - cmdstanpy - INFO - Chain [1] start processing
14:00:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 186:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.364688    4.431866   39.140332
31 2025-08-31  20.624908    3.808208   37.522878
32 2025-09-30  19.908993    1.740080   38.234288
33 2025-10-31  19.169213    1.345560   35.828827
34 2025-11-30  18.453297    1.451324   36.077123
14:00:21 - cmdstanpy - INFO - Chain [1] start processing
14:00:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 187:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.877496    7.744766   41.146657
31 2025-08-31  23.455981    5.515236   41.423050
32 2025-09-30  23.048062    6.029989   40.383861
33 2025-10-31  22.626546    5.359563   41.306942
34 2025-11-30  22.218628    3.973619   40.229985
Forecast for Australia and Product 188:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.625485   17.441714   53.142213
31 2025-08-31  35.668095   18.792724   54.465984
32 2025-09-30  35.709330   17.507423   52.488546
33 2025-10-31  35.751940   17.509141   53.840166
34 2025-11-30  35.793175   18.684869   53.042220
14:00:21 - cmdstanpy - INFO - Chain [1] start processing
14:00:21 - cmdstanpy - INFO - Chain [1] done processing
14:00:22 - cmdstanpy - INFO - Chain [1] start processing
14:00:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 189:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.362725   25.732983   74.763832
31 2025-08-31  51.677679   27.857290   77.444771
32 2025-09-30  51.982474   25.985438   77.296265
33 2025-10-31  52.297429   26.286431   76.988620
34 2025-11-30  52.602224   28.298244   76.761630
14:00:22 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 190:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.585511    7.336746   49.724846
31 2025-08-31  28.001884    7.731981   47.109304
32 2025-09-30  27.437084    7.180358   49.562446
33 2025-10-31  26.853457    5.447725   46.785702
34 2025-11-30  26.288657    5.221445   48.728526
14:00:22 - cmdstanpy - INFO - Chain [1] done processing
14:00:22 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 191:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.656563   25.834972   57.914155
31 2025-08-31  42.879540   24.252595   58.331575
32 2025-09-30  43.095324   26.173162   58.383363
33 2025-10-31  43.318300   26.985960   59.602358
34 2025-11-30  43.534084   26.249227   60.516343
14:00:22 - cmdstanpy - INFO - Chain [1] done processing
14:00:22 - cmdstanpy - INFO - Chain [1] start processing
14:00:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 192:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.883662   26.622329   63.081149
31 2025-08-31  46.397234   28.366159   64.300949
32 2025-09-30  46.894239   29.416262   65.157938
33 2025-10-31  47.407811   30.034734   64.563742
34 2025-11-30  47.904816   30.363341   66.360880
14:00:23 - cmdstanpy - INFO - Chain [1] start processing
14:00:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 193:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.263061   25.182844   71.311719
31 2025-08-31  49.890364   25.846921   72.695720
32 2025-09-30  50.497431   26.555722   73.735601
33 2025-10-31  51.124734   26.632007   75.674844
34 2025-11-30  51.731802   26.737204   75.761644
Forecast for Australia and Product 194:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.097968   27.313015   61.949074
31 2025-08-31  45.576366   27.742331   63.218610
32 2025-09-30  46.039331   27.667265   63.120068
33 2025-10-31  46.517729   28.953084   64.849693
34 2025-11-30  46.980694   30.571477   64.840098
14:00:23 - cmdstanpy - INFO - Chain [1] start processing
14:00:23 - cmdstanpy - INFO - Chain [1] done processing
14:00:23 - cmdstanpy - INFO - Chain [1] start processing
14:00:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 195:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.575301   39.816281   69.873685
31 2025-08-31  55.149228   40.633448   69.360726
32 2025-09-30  55.704642   41.561559   71.921536
33 2025-10-31  56.278569   40.948719   69.947235
34 2025-11-30  56.833983   42.476098   71.787954
Forecast for Australia and Product 196:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.989333   -0.392204   38.618564
31 2025-08-31  17.971438   -3.236324   39.513963
32 2025-09-30  16.986378   -3.736780   35.963266
33 2025-10-31  15.968482   -4.354732   35.907040
34 2025-11-30  14.983422   -5.700544   34.188458
14:00:23 - cmdstanpy - INFO - Chain [1] start processing
14:00:23 - cmdstanpy - INFO - Chain [1] done processing
14:00:24 - cmdstanpy - INFO - Chain [1] start processing
14:00:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 197:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.334975   17.963822   51.139555
31 2025-08-31  35.231791   19.438475   52.825794
32 2025-09-30  35.131935   19.253103   51.325922
33 2025-10-31  35.028751   19.233434   50.521747
34 2025-11-30  34.928895   19.544029   51.119534
14:00:24 - cmdstanpy - INFO - Chain [1] start processing
14:00:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 198:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.552555   35.988846   72.675774
31 2025-08-31  54.238892   34.340879   73.171334
32 2025-09-30  54.903088   36.048406   74.037171
33 2025-10-31  55.589424   36.746216   73.507392
34 2025-11-30  56.253620   37.715567   75.969584
14:00:24 - cmdstanpy - INFO - Chain [1] start processing
14:00:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 199:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.959004   20.748764   63.730679
31 2025-08-31  42.891698   21.249131   63.390471
32 2025-09-30  42.826563   19.055343   65.598444
33 2025-10-31  42.759257   20.873720   65.372136
34 2025-11-30  42.694122   19.451842   66.904916
14:00:24 - cmdstanpy - INFO - Chain [1] start processing
14:00:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 200:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.917640   36.432242   75.835424
31 2025-08-31  56.488834   37.285874   74.729660
32 2025-09-30  57.041602   36.055604   75.501808
33 2025-10-31  57.612795   38.877285   77.704182
34 2025-11-30  58.165563   39.366023   77.783568
Forecast for Australia and Product 201:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.765154   11.142405   54.062408
31 2025-08-31  32.529966   11.465492   54.772219
32 2025-09-30  32.302365   11.820017   53.865046
33 2025-10-31  32.067177   11.041488   52.557512
34 2025-11-30  31.839576    8.583879   52.693264
14:00:24 - cmdstanpy - INFO - Chain [1] start processing
14:00:24 - cmdstanpy - INFO - Chain [1] done processing
14:00:25 - cmdstanpy - INFO - Chain [1] start processing
14:00:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 202:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.747801   25.045633   56.189433
31 2025-08-31  39.741279   24.300362   55.630581
32 2025-09-30  39.734968   24.271928   55.497554
33 2025-10-31  39.728446   24.577235   54.666103
34 2025-11-30  39.722135   24.906704   55.184407
14:00:25 - cmdstanpy - INFO - Chain [1] start processing
14:00:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 203:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.708942   22.722502   56.139193
31 2025-08-31  39.809701   22.267212   56.721033
32 2025-09-30  39.907209   24.115418   56.932024
33 2025-10-31  40.007968   23.695917   56.980031
34 2025-11-30  40.105477   22.823402   56.718062
Forecast for Australia and Product 204:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.883112   17.812788   53.005168
31 2025-08-31  34.610630   17.490455   51.874676
32 2025-09-30  34.346938   16.960714   51.581219
33 2025-10-31  34.074456   17.562188   51.830357
34 2025-11-30  33.810764   16.263560   51.796665
14:00:25 - cmdstanpy - INFO - Chain [1] start processing
14:00:25 - cmdstanpy - INFO - Chain [1] done processing
14:00:25 - cmdstanpy - INFO - Chain [1] start processing
14:00:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 205:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.218105   20.966061   65.910008
31 2025-08-31  42.467628   21.603782   64.703292
32 2025-09-30  42.709102   20.327391   65.684635
33 2025-10-31  42.958626   20.380924   64.904238
34 2025-11-30  43.200100   19.925036   65.835630
14:00:25 - cmdstanpy - INFO - Chain [1] start processing
14:00:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 206:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.229075   -1.296517   37.123855
31 2025-08-31  16.871546   -0.827696   35.021239
32 2025-09-30  15.557808   -1.678426   34.268843
33 2025-10-31  14.200279   -4.100918   32.418486
34 2025-11-30  12.886542   -5.773849   30.498005
14:00:26 - cmdstanpy - INFO - Chain [1] start processing
14:00:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 207:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.006023   19.453073   57.573436
31 2025-08-31  37.983760   18.120197   57.443599
32 2025-09-30  37.962215   18.222332   56.410931
33 2025-10-31  37.939951   18.577683   56.464075
34 2025-11-30  37.918406   19.759190   58.397139
Forecast for Australia and Product 208:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.302134   20.530354   64.481265
31 2025-08-31  41.408384   16.462480   62.937712
32 2025-09-30  41.511208   18.879671   62.944906
33 2025-10-31  41.617459   20.875840   64.581862
34 2025-11-30  41.720282   20.116542   65.411177
14:00:26 - cmdstanpy - INFO - Chain [1] start processing
14:00:26 - cmdstanpy - INFO - Chain [1] done processing
14:00:26 - cmdstanpy - INFO - Chain [1] start processing
14:00:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 209:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.793022   17.228745   65.457180
31 2025-08-31  39.541318   14.431873   64.477607
32 2025-09-30  39.297733   15.022740   64.073408
33 2025-10-31  39.046028   14.559861   64.058020
34 2025-11-30  38.802443   13.758126   65.871750
14:00:26 - cmdstanpy - INFO - Chain [1] start processing
14:00:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 210:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.268500   30.672648   63.744473
31 2025-08-31  47.856222   32.550964   64.165472
32 2025-09-30  48.424985   31.505388   63.523611
33 2025-10-31  49.012706   31.897195   65.489598
34 2025-11-30  49.581469   33.249479   67.173875
14:00:27 - cmdstanpy - INFO - Chain [1] start processing
14:00:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 211:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.939061   19.805884   57.910112
31 2025-08-31  38.737705   17.938715   58.421102
32 2025-09-30  38.542844   17.955525   59.204469
33 2025-10-31  38.341487   18.924050   58.624103
34 2025-11-30  38.146627   16.489506   57.824041
14:00:27 - cmdstanpy - INFO - Chain [1] start processing
14:00:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 212:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.943059   16.351680   55.414543
31 2025-08-31  34.555383   14.461251   54.810985
32 2025-09-30  34.180212   14.895872   53.760587
33 2025-10-31  33.792535   13.997712   53.634176
34 2025-11-30  33.417364   12.784604   52.831401
14:00:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 213:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.681753   30.354139   57.324356
31 2025-08-31  44.680069   30.726698   58.009126
32 2025-09-30  44.678440   30.282765   58.424291
33 2025-10-31  44.676757   31.107279   58.353663
34 2025-11-30  44.675128   30.583411   58.985786
14:00:27 - cmdstanpy - INFO - Chain [1] done processing
14:00:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 214:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.688557   13.609275   53.337923
31 2025-08-31  33.076407   13.421935   54.727770
32 2025-09-30  32.484003   11.918711   51.013086
33 2025-10-31  31.871853   11.845005   51.558000
34 2025-11-30  31.279449   12.556260   51.813154
14:00:27 - cmdstanpy - INFO - Chain [1] done processing
14:00:28 - cmdstanpy - INFO - Chain [1] start processing
14:00:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 215:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.450004   29.890083   61.257426
31 2025-08-31  45.992535   29.497584   61.893907
32 2025-09-30  46.517566   30.508309   62.543646
33 2025-10-31  47.060097   31.241296   62.381813
34 2025-11-30  47.585128   32.463131   63.762672
14:00:28 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 216:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.776977   -0.546846   40.714097
31 2025-08-31  20.005202   -0.157478   41.034510
32 2025-09-30  19.258323   -0.498755   40.857033
33 2025-10-31  18.486548   -3.452120   37.925031
34 2025-11-30  17.739669   -1.605669   38.714068
14:00:28 - cmdstanpy - INFO - Chain [1] done processing
14:00:28 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 217:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.619765   32.278273   73.355645
31 2025-08-31  53.153299   33.128570   71.783777
32 2025-09-30  53.669621   33.797977   73.214168
33 2025-10-31  54.203155   33.866121   73.906707
34 2025-11-30  54.719478   35.100795   73.669215
14:00:28 - cmdstanpy - INFO - Chain [1] done processing
14:00:28 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 218:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.599404   35.037807   94.270062
31 2025-08-31  63.445617   34.318905   94.540500
32 2025-09-30  64.264532   35.185351   95.347617
33 2025-10-31  65.110745   35.671207   95.317385
34 2025-11-30  65.929661   35.692526   96.336638
14:00:29 - cmdstanpy - INFO - Chain [1] done processing
14:00:29 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 219:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.155567   16.523900   47.562529
31 2025-08-31  31.783746   16.397840   46.375756
32 2025-09-30  31.423920   16.553151   46.756361
33 2025-10-31  31.052100   16.080028   45.948270
34 2025-11-30  30.692273   16.668089   45.684429
14:00:29 - cmdstanpy - INFO - Chain [1] done processing
14:00:29 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 220:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.160583   18.516427   51.432859
31 2025-08-31  34.135670   19.518268   50.458312
32 2025-09-30  34.111560   17.212114   51.239198
33 2025-10-31  34.086647   18.527126   51.585573
34 2025-11-30  34.062537   18.012288   51.307676
14:00:29 - cmdstanpy - INFO - Chain [1] done processing
14:00:29 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Australia and Product 221:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.041696   23.209866   67.393522
31 2025-08-31  45.018453   22.126798   66.353603
32 2025-09-30  44.995959   23.649102   69.085332
33 2025-10-31  44.972715   23.566808   68.062189
34 2025-11-30  44.950221   22.976904   67.609244
14:00:29 - cmdstanpy - INFO - Chain [1] done processing
14:00:30 - cmdstanpy - INFO - Chain [1] start processing
14:00:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 222:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.965885   27.292192   57.916613
31 2025-08-31  43.136605   27.073039   60.177279
32 2025-09-30  43.301817   26.697722   59.197316
33 2025-10-31  43.472537   27.266003   59.719727
34 2025-11-30  43.637750   27.494521   60.019231
14:00:30 - cmdstanpy - INFO - Chain [1] start processing
14:00:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 223:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.433036   13.960155   55.197399
31 2025-08-31  33.059967   12.100106   53.386932
32 2025-09-30  32.698933   12.424130   54.104550
33 2025-10-31  32.325865   11.830243   53.069332
34 2025-11-30  31.964831   11.822015   52.399765
14:00:30 - cmdstanpy - INFO - Chain [1] start processing
14:00:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 224:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.927942    8.126456   52.896253
31 2025-08-31  30.453592    8.916385   51.863698
32 2025-09-30  29.994543    7.928107   51.370348
33 2025-10-31  29.520192    7.501380   51.240951
34 2025-11-30  29.061143    7.052360   52.056952
Forecast for Australia and Product 225:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.171616   20.752364   45.724592
31 2025-08-31  33.099620   21.263172   44.608642
32 2025-09-30  33.029946   20.292571   44.576007
33 2025-10-31  32.957950   21.252990   45.374992
34 2025-11-30  32.888276   20.264059   44.338875
14:00:30 - cmdstanpy - INFO - Chain [1] start processing
14:00:30 - cmdstanpy - INFO - Chain [1] done processing
14:00:30 - cmdstanpy - INFO - Chain [1] start processing
14:00:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 226:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.782380   32.256943   68.888971
31 2025-08-31  51.424503   31.031017   70.681623
32 2025-09-30  52.045913   31.871428   70.686440
33 2025-10-31  52.688037   35.174542   70.527794
34 2025-11-30  53.309447   33.947027   71.188796
Forecast for Australia and Product 227:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.514358   18.231699   55.226233
31 2025-08-31  36.253185   19.133195   55.781629
32 2025-09-30  36.000436   18.421300   54.258248
33 2025-10-31  35.739262   18.350388   52.853493
34 2025-11-30  35.486514   16.747371   54.567122
14:00:31 - cmdstanpy - INFO - Chain [1] start processing
14:00:31 - cmdstanpy - INFO - Chain [1] done processing
14:00:31 - cmdstanpy - INFO - Chain [1] start processing
14:00:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 228:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  23.696814    2.964215   44.615677
30 2025-08-31  22.915846   -0.940889   44.832033
31 2025-09-30  22.160070   -0.409097   44.737827
32 2025-10-31  21.379102   -0.926377   44.249880
33 2025-11-30  20.623326   -2.449549   43.838439
Forecast for Australia and Product 229:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.606511   35.893287   77.517063
31 2025-08-31  57.334337   37.212115   75.077563
32 2025-09-30  58.038685   37.778413   77.778059
33 2025-10-31  58.766511   39.560538   78.915472
34 2025-11-30  59.470858   39.632131   80.046009
14:00:31 - cmdstanpy - INFO - Chain [1] start processing
14:00:31 - cmdstanpy - INFO - Chain [1] done processing
14:00:31 - cmdstanpy - INFO - Chain [1] start processing
14:00:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 230:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.540701   29.290844   64.248644
31 2025-08-31  46.429726   28.207617   63.164964
32 2025-09-30  46.322330   28.386462   63.434893
33 2025-10-31  46.211355   28.389954   63.490868
34 2025-11-30  46.103959   28.404451   63.319502
14:00:31 - cmdstanpy - INFO - Chain [1] start processing
14:00:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 231:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.942879   22.365013   61.690238
31 2025-08-31  41.935296   22.597271   61.827234
32 2025-09-30  41.927959   21.834214   62.223596
33 2025-10-31  41.920376   21.519344   61.136176
34 2025-11-30  41.913038   22.656465   61.895082
Forecast for Australia and Product 232:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.679472    6.562811   42.759517
31 2025-08-31  24.348216    7.142512   42.392086
32 2025-09-30  24.027646    4.145272   41.800154
33 2025-10-31  23.696390    5.902491   41.924973
34 2025-11-30  23.375820    6.722295   40.913996
14:00:32 - cmdstanpy - INFO - Chain [1] start processing
14:00:32 - cmdstanpy - INFO - Chain [1] done processing
14:00:32 - cmdstanpy - INFO - Chain [1] start processing
14:00:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 233:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.251454   16.491315   52.932686
31 2025-08-31  34.092716   14.744678   52.325241
32 2025-09-30  33.939099   15.943157   52.783226
33 2025-10-31  33.780361   14.067385   53.846931
34 2025-11-30  33.626744   15.346823   52.472086
Forecast for Australia and Product 234:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.975042   27.685208   54.730599
31 2025-08-31  41.078309   27.931389   55.521029
32 2025-09-30  41.178245   26.665853   53.800669
33 2025-10-31  41.281513   27.224826   54.499668
34 2025-11-30  41.381449   27.701206   54.795343
14:00:32 - cmdstanpy - INFO - Chain [1] start processing
14:00:32 - cmdstanpy - INFO - Chain [1] done processing
14:00:32 - cmdstanpy - INFO - Chain [1] start processing
14:00:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 235:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.278376   22.540006   55.107831
31 2025-08-31  38.039845   23.125734   53.683525
32 2025-09-30  37.809009   21.940560   53.610233
33 2025-10-31  37.570478   21.883501   53.022128
34 2025-11-30  37.339642   22.382572   53.672003
Forecast for Australia and Product 236:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.169757   18.884521   56.941292
31 2025-08-31  39.050470   20.359849   58.926003
32 2025-09-30  38.935030   20.291845   58.617933
33 2025-10-31  38.815743   20.335625   57.413863
34 2025-11-30  38.700304   20.196259   57.225592
14:00:32 - cmdstanpy - INFO - Chain [1] start processing
14:00:32 - cmdstanpy - INFO - Chain [1] done processing
14:00:32 - cmdstanpy - INFO - Chain [1] start processing
14:00:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 237:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.129560   23.827808   55.096573
31 2025-08-31  39.078130   23.511275   53.208000
32 2025-09-30  39.028359   24.133867   52.779756
33 2025-10-31  38.976929   24.134371   53.436590
34 2025-11-30  38.927158   23.825703   53.860751
Forecast for Australia and Product 238:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.480470   16.018459   64.564029
31 2025-08-31  40.473867   14.932214   64.534237
32 2025-09-30  40.467478   15.208327   66.483515
33 2025-10-31  40.460875   16.541503   64.069100
34 2025-11-30  40.454485   14.766469   65.678842
14:00:33 - cmdstanpy - INFO - Chain [1] start processing
14:00:33 - cmdstanpy - INFO - Chain [1] done processing
14:00:33 - cmdstanpy - INFO - Chain [1] start processing
14:00:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 239:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.593086   21.453775   52.581114
31 2025-08-31  37.401887   22.179213   53.323212
32 2025-09-30  37.216856   21.810382   53.328754
33 2025-10-31  37.025657   22.325609   52.567070
34 2025-11-30  36.840626   21.196730   52.578478
Forecast for Australia and Product 240:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.567646   12.444479   42.456174
31 2025-08-31  28.052873   13.443530   42.590817
32 2025-09-30  27.554705   12.109362   41.854023
33 2025-10-31  27.039932   11.899600   41.722829
34 2025-11-30  26.541765   11.142162   40.801080
14:00:33 - cmdstanpy - INFO - Chain [1] start processing
14:00:33 - cmdstanpy - INFO - Chain [1] done processing
14:00:33 - cmdstanpy - INFO - Chain [1] start processing
14:00:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 241:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.103280   17.684663   59.496925
31 2025-08-31  38.248805   17.363069   59.680013
32 2025-09-30  38.389635   18.347322   59.967875
33 2025-10-31  38.535160   17.254623   58.446997
34 2025-11-30  38.675990   18.623433   58.846646
Forecast for Australia and Product 242:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.352077   17.184362   50.325847
31 2025-08-31  34.059304   16.820638   50.677182
32 2025-09-30  33.775977   17.251620   48.906250
33 2025-10-31  33.483204   17.259968   50.336212
34 2025-11-30  33.199876   17.725777   50.481471
14:00:33 - cmdstanpy - INFO - Chain [1] start processing
14:00:33 - cmdstanpy - INFO - Chain [1] done processing
14:00:33 - cmdstanpy - INFO - Chain [1] start processing
14:00:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 243:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.745310   22.422017   58.777532
31 2025-08-31  41.813956   22.855775   58.750733
32 2025-09-30  41.880387   21.937407   63.001804
33 2025-10-31  41.949032   21.999826   60.261733
34 2025-11-30  42.015463   22.030938   60.211978
Forecast for Australia and Product 244:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.625086    7.023493   50.689583
31 2025-08-31  27.970229    5.917411   47.507489
32 2025-09-30  27.336496    4.969079   47.584692
33 2025-10-31  26.681639    3.769834   48.836323
34 2025-11-30  26.047907    4.665888   48.965160
14:00:34 - cmdstanpy - INFO - Chain [1] start processing
14:00:34 - cmdstanpy - INFO - Chain [1] done processing
14:00:34 - cmdstanpy - INFO - Chain [1] start processing
14:00:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 245:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.967580    9.114932   47.280057
31 2025-08-31  27.598367    8.306822   46.657502
32 2025-09-30  27.241065    7.738088   47.437204
33 2025-10-31  26.871852    7.411615   46.145019
34 2025-11-30  26.514549    7.912424   45.462522
Forecast for Australia and Product 246:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.046310   13.750708   47.128994
31 2025-08-31  29.825282   13.154100   46.818982
32 2025-09-30  29.611383   12.782701   46.348385
33 2025-10-31  29.390355   13.469424   46.700220
34 2025-11-30  29.176457   13.540677   43.524809
14:00:34 - cmdstanpy - INFO - Chain [1] start processing
14:00:34 - cmdstanpy - INFO - Chain [1] done processing
14:00:34 - cmdstanpy - INFO - Chain [1] start processing
14:00:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 247:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.193263   22.365600   64.075620
31 2025-08-31  43.096899   21.455902   61.486276
32 2025-09-30  43.003642   23.110796   64.541414
33 2025-10-31  42.907278   22.203819   63.619792
34 2025-11-30  42.814022   22.396104   62.753238
Forecast for Australia and Product 248:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.811113   15.473386   53.799960
31 2025-08-31  34.384811   15.400325   53.800121
32 2025-09-30  33.972260   14.623010   53.202205
33 2025-10-31  33.545957   14.133222   53.702256
34 2025-11-30  33.133406   13.622413   53.163495
14:00:34 - cmdstanpy - INFO - Chain [1] start processing
14:00:34 - cmdstanpy - INFO - Chain [1] done processing
14:00:35 - cmdstanpy - INFO - Chain [1] start processing
14:00:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 249:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.355059    6.573856   44.517718
31 2025-08-31  25.759489    7.419551   44.844370
32 2025-09-30  25.183131    6.956748   43.518511
33 2025-10-31  24.587561    6.085634   42.898023
34 2025-11-30  24.011203    6.771900   43.994053
Forecast for Australia and Product 250:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.469210   35.190000   62.312209
31 2025-08-31  49.038458   34.962314   63.824840
32 2025-09-30  49.589343   35.328822   64.089292
33 2025-10-31  50.158591   37.319180   64.803027
34 2025-11-30  50.709477   36.087501   64.003710
14:00:35 - cmdstanpy - INFO - Chain [1] start processing
14:00:35 - cmdstanpy - INFO - Chain [1] done processing
14:00:35 - cmdstanpy - INFO - Chain [1] start processing
14:00:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 251:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.783803   14.988426   55.520512
31 2025-08-31  34.489734   16.387019   53.189482
32 2025-09-30  34.205151   15.262383   52.593314
33 2025-10-31  33.911082   13.966082   53.708215
34 2025-11-30  33.626499   13.769608   54.279593
Forecast for Australia and Product 252:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.899398   26.203505   63.880259
31 2025-08-31  45.890657   25.388237   66.168128
32 2025-09-30  45.882197   28.727469   65.063444
33 2025-10-31  45.873455   25.534495   64.792230
34 2025-11-30  45.864995   26.522812   64.392971
14:00:35 - cmdstanpy - INFO - Chain [1] start processing
14:00:35 - cmdstanpy - INFO - Chain [1] done processing
14:00:35 - cmdstanpy - INFO - Chain [1] start processing
14:00:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 253:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.953931   13.107012   57.829348
31 2025-08-31  35.698279   14.432463   58.347968
32 2025-09-30  35.450873   11.899265   56.348926
33 2025-10-31  35.195221   12.608161   57.736577
34 2025-11-30  34.947816   12.315291   56.539534
Forecast for Australia and Product 254:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.631101   26.290041   64.665202
31 2025-08-31  44.856057   26.148443   63.530025
32 2025-09-30  45.073757   27.359788   63.806485
33 2025-10-31  45.298714   26.995000   63.299447
34 2025-11-30  45.516414   26.343808   62.993909
14:00:36 - cmdstanpy - INFO - Chain [1] start processing
14:00:36 - cmdstanpy - INFO - Chain [1] done processing
14:00:36 - cmdstanpy - INFO - Chain [1] start processing
14:00:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 255:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  63.952165   40.689191   85.730078
31 2025-08-31  65.038530   43.604013   86.065921
32 2025-09-30  66.089851   44.464894   87.812806
33 2025-10-31  67.176216   44.907502   90.191055
34 2025-11-30  68.227538   45.815426   90.852670
Forecast for Australia and Product 256:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.515531   27.628961   65.716495
31 2025-08-31  47.041952   27.048907   65.345191
32 2025-09-30  47.551393   27.548934   68.809555
33 2025-10-31  48.077815   26.474508   66.563477
34 2025-11-30  48.587255   28.909842   69.505542
14:00:36 - cmdstanpy - INFO - Chain [1] start processing
14:00:36 - cmdstanpy - INFO - Chain [1] done processing
14:00:36 - cmdstanpy - INFO - Chain [1] start processing
14:00:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 257:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.672274   24.607505   62.910701
31 2025-08-31  44.848965   25.802650   64.990350
32 2025-09-30  45.019956   25.123485   65.884402
33 2025-10-31  45.196646   26.215737   63.797942
34 2025-11-30  45.367637   24.501741   64.960314
Forecast for Australia and Product 258:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.164210   26.146197   59.364024
31 2025-08-31  43.275507   26.866585   61.260837
32 2025-09-30  43.383214   26.048872   60.529736
33 2025-10-31  43.494511   25.943960   59.993706
34 2025-11-30  43.602218   26.946502   60.099652
14:00:36 - cmdstanpy - INFO - Chain [1] start processing
14:00:36 - cmdstanpy - INFO - Chain [1] done processing
14:00:36 - cmdstanpy - INFO - Chain [1] start processing
14:00:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 259:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.222884   22.213341   68.816279
31 2025-08-31  45.311448   23.193523   69.339731
32 2025-09-30  45.397155   23.776124   70.560956
33 2025-10-31  45.485718   24.424246   69.418503
34 2025-11-30  45.571425   21.907306   66.605130
14:00:37 - cmdstanpy - INFO - Chain [1] start processing
14:00:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 260:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.446875   24.429402   66.306063
31 2025-08-31  45.808954   23.541395   66.619843
32 2025-09-30  46.159352   24.457576   65.861441
33 2025-10-31  46.521431   26.365764   65.819492
34 2025-11-30  46.871829   26.277479   69.374092
Forecast for Australia and Product 261:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.047678   18.122334   55.761025
31 2025-08-31  36.918557   19.104281   55.125937
32 2025-09-30  36.793602   18.499764   55.921302
33 2025-10-31  36.664481   16.689729   56.106203
34 2025-11-30  36.539525   17.320839   54.293791
14:00:37 - cmdstanpy - INFO - Chain [1] start processing
14:00:37 - cmdstanpy - INFO - Chain [1] done processing
14:00:37 - cmdstanpy - INFO - Chain [1] start processing
14:00:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 262:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.455305   14.661148   62.012955
31 2025-08-31  39.622024   17.298675   62.447452
32 2025-09-30  39.783364   16.262863   63.053289
33 2025-10-31  39.950082   16.359515   64.553411
34 2025-11-30  40.111423   15.169942   62.614837
Forecast for Australia and Product 263:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.706778    6.645074   40.185723
31 2025-08-31  23.083253    7.435483   39.329499
32 2025-09-30  22.479842    7.175903   39.051863
33 2025-10-31  21.856317    5.180827   37.313038
34 2025-11-30  21.252905    5.724526   37.214159
14:00:37 - cmdstanpy - INFO - Chain [1] start processing
14:00:37 - cmdstanpy - INFO - Chain [1] done processing
14:00:37 - cmdstanpy - INFO - Chain [1] start processing
14:00:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 264:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.987413    7.731878   50.216597
31 2025-08-31  27.585619    6.504516   49.232779
32 2025-09-30  27.196786    8.478927   49.123433
33 2025-10-31  26.794991    5.116631   47.394531
34 2025-11-30  26.406158    4.809741   47.435800
Forecast for Australia and Product 265:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.722448   32.712448   63.596294
31 2025-08-31  49.202028   34.131470   63.626939
32 2025-09-30  49.666137   34.281943   65.966950
33 2025-10-31  50.145717   33.621668   66.498466
34 2025-11-30  50.609826   34.816101   67.069573
14:00:38 - cmdstanpy - INFO - Chain [1] start processing
14:00:38 - cmdstanpy - INFO - Chain [1] done processing
14:00:38 - cmdstanpy - INFO - Chain [1] start processing
14:00:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 266:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.282918   18.590724   52.204530
31 2025-08-31  36.184066   17.942653   52.112071
32 2025-09-30  36.088403   18.054697   54.089749
33 2025-10-31  35.989552   19.975869   53.014244
34 2025-11-30  35.893889   17.651356   53.764081
Forecast for Australia and Product 267:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.050775    6.249181   51.077981
31 2025-08-31  28.284230    7.177789   50.308564
32 2025-09-30  27.542412    4.045235   48.012735
33 2025-10-31  26.775867    4.577093   46.956451
34 2025-11-30  26.034049    4.306159   46.708538
14:00:38 - cmdstanpy - INFO - Chain [1] start processing
14:00:38 - cmdstanpy - INFO - Chain [1] done processing
14:00:38 - cmdstanpy - INFO - Chain [1] start processing
14:00:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 268:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.778315    6.015175   38.368033
31 2025-08-31  22.083270    5.639523   38.813180
32 2025-09-30  21.410645    4.329924   37.306186
33 2025-10-31  20.715600    3.545567   36.417178
34 2025-11-30  20.042975    3.211612   37.832245
Forecast for Australia and Product 269:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.791823   19.533711   58.768924
31 2025-08-31  40.073414   20.322842   59.287328
32 2025-09-30  40.345922   20.461003   59.288963
33 2025-10-31  40.627514   22.036010   59.003308
34 2025-11-30  40.900022   23.404156   60.492729
14:00:38 - cmdstanpy - INFO - Chain [1] start processing
14:00:38 - cmdstanpy - INFO - Chain [1] done processing
14:00:38 - cmdstanpy - INFO - Chain [1] start processing
14:00:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 270:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.252900   26.040111   60.943569
31 2025-08-31  43.327221   25.704384   60.112345
32 2025-09-30  43.399145   23.971734   59.988859
33 2025-10-31  43.473466   24.686805   61.860408
34 2025-11-30  43.545390   26.925486   60.612098
Forecast for Australia and Product 271:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.650687   32.695690   69.147044
31 2025-08-31  51.410462   35.428303   68.675008
32 2025-09-30  52.145728   34.778427   70.241760
33 2025-10-31  52.905502   36.715447   71.330996
34 2025-11-30  53.640768   36.171461   71.469388
14:00:39 - cmdstanpy - INFO - Chain [1] start processing
14:00:39 - cmdstanpy - INFO - Chain [1] done processing
14:00:39 - cmdstanpy - INFO - Chain [1] start processing
14:00:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 272:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.046532   20.309055   60.819481
31 2025-08-31  40.035935   18.006196   61.472652
32 2025-09-30  40.025680   17.228282   60.269596
33 2025-10-31  40.015083   19.607460   60.533146
34 2025-11-30  40.004828   19.735055   61.781476
Forecast for Australia and Product 273:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.173975   11.957553   45.459054
31 2025-08-31  28.754816   11.914762   45.217840
32 2025-09-30  28.349178   11.826731   45.605633
33 2025-10-31  27.930019   11.614090   46.547442
34 2025-11-30  27.524382   10.338094   43.807180
14:00:39 - cmdstanpy - INFO - Chain [1] start processing
14:00:39 - cmdstanpy - INFO - Chain [1] done processing
14:00:39 - cmdstanpy - INFO - Chain [1] start processing
14:00:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 274:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.141153   38.844858   71.329640
31 2025-08-31  55.923929   39.333659   72.788139
32 2025-09-30  56.681454   40.222466   74.494684
33 2025-10-31  57.464230   41.127365   74.980572
34 2025-11-30  58.221755   41.781422   75.319893
Forecast for Australia and Product 275:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.203506   14.802810   50.028785
31 2025-08-31  32.976913   15.258115   49.206480
32 2025-09-30  32.757630   17.517319   50.097378
33 2025-10-31  32.531037   16.538815   48.684965
34 2025-11-30  32.311753   16.041921   48.841200
14:00:39 - cmdstanpy - INFO - Chain [1] start processing
14:00:39 - cmdstanpy - INFO - Chain [1] done processing
14:00:39 - cmdstanpy - INFO - Chain [1] start processing
14:00:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 276:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.805473   23.308548   61.551555
31 2025-08-31  41.792888   23.965918   60.871606
32 2025-09-30  41.780710   22.689730   60.507552
33 2025-10-31  41.768125   22.334917   61.155077
34 2025-11-30  41.755947   23.046472   62.024951
Forecast for Australia and Product 277:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.243693   26.235963   64.376618
31 2025-08-31  46.089112   26.710873   64.991188
32 2025-09-30  45.939519   25.923069   65.739669
33 2025-10-31  45.784938   26.077842   64.132338
34 2025-11-30  45.635345   27.014159   64.469677
14:00:40 - cmdstanpy - INFO - Chain [1] start processing
14:00:40 - cmdstanpy - INFO - Chain [1] done processing
14:00:40 - cmdstanpy - INFO - Chain [1] start processing
14:00:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 278:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.004126   19.450918   63.282455
31 2025-08-31  41.984591   21.107052   62.882577
32 2025-09-30  41.965686   21.822144   63.982509
33 2025-10-31  41.946151   18.573063   63.008176
34 2025-11-30  41.927246   18.465287   62.546333
Forecast for Australia and Product 279:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.460256   21.975538   54.327574
31 2025-08-31  38.746162   22.368605   54.679622
32 2025-09-30  39.022845   23.544271   55.552509
33 2025-10-31  39.308751   22.991770   56.256104
34 2025-11-30  39.585435   23.559541   54.982366
14:00:40 - cmdstanpy - INFO - Chain [1] start processing
14:00:40 - cmdstanpy - INFO - Chain [1] done processing
14:00:40 - cmdstanpy - INFO - Chain [1] start processing
14:00:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 280:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.000564    9.385296   52.762604
31 2025-08-31  31.668329   10.292577   55.395656
32 2025-09-30  31.346811    9.258809   53.327868
33 2025-10-31  31.014576    9.422013   53.754659
34 2025-11-30  30.693058    8.541766   50.601831
Forecast for Australia and Product 281:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.612567   11.024031   48.662698
31 2025-08-31  29.085691   10.370210   47.675269
32 2025-09-30  28.575811   10.433388   48.797483
33 2025-10-31  28.048935    8.189458   47.786935
34 2025-11-30  27.539055    8.232663   47.298977
14:00:40 - cmdstanpy - INFO - Chain [1] start processing
14:00:40 - cmdstanpy - INFO - Chain [1] done processing
14:00:41 - cmdstanpy - INFO - Chain [1] start processing
14:00:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 282:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.565468   14.641934   47.320566
31 2025-08-31  31.188150   15.226687   47.550289
32 2025-09-30  30.823005   15.090189   47.757294
33 2025-10-31  30.445687   13.223532   45.888777
34 2025-11-30  30.080542   13.971994   47.531291
Forecast for Australia and Product 283:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.687077   36.767980   72.208398
31 2025-08-31  54.401902   36.368697   73.802545
32 2025-09-30  55.093667   36.947082   73.663655
33 2025-10-31  55.808492   38.498914   74.810907
34 2025-11-30  56.500258   39.365951   76.865730
14:00:41 - cmdstanpy - INFO - Chain [1] start processing
14:00:41 - cmdstanpy - INFO - Chain [1] done processing
14:00:41 - cmdstanpy - INFO - Chain [1] start processing
14:00:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 284:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.342081   10.065954   47.481547
31 2025-08-31  27.493080   10.799822   45.975247
32 2025-09-30  26.671467    8.176874   44.885212
33 2025-10-31  25.822466    7.156348   42.349186
34 2025-11-30  25.000853    6.120014   42.103134
Forecast for Australia and Product 285:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.805561   31.796279   73.206833
31 2025-08-31  53.365014   32.737770   72.398190
32 2025-09-30  53.906420   35.303267   72.546707
33 2025-10-31  54.465874   35.077386   75.700854
34 2025-11-30  55.007280   35.335815   74.935897
14:00:41 - cmdstanpy - INFO - Chain [1] start processing
14:00:41 - cmdstanpy - INFO - Chain [1] done processing
14:00:41 - cmdstanpy - INFO - Chain [1] start processing
14:00:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 286:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.996529   -4.203805   44.519690
31 2025-08-31  19.829190   -3.759423   43.564761
32 2025-09-30  18.699506   -6.163101   43.739795
33 2025-10-31  17.532167   -6.572968   40.741582
34 2025-11-30  16.402484   -8.833509   42.014218
Forecast for Australia and Product 287:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.411989   29.147828   76.610583
31 2025-08-31  53.921291   29.941798   79.467465
32 2025-09-30  54.414164   31.102754   76.448329
33 2025-10-31  54.923467   31.326891   79.150631
34 2025-11-30  55.416340   31.175001   80.928299
14:00:41 - cmdstanpy - INFO - Chain [1] start processing
14:00:42 - cmdstanpy - INFO - Chain [1] done processing
14:00:42 - cmdstanpy - INFO - Chain [1] start processing
14:00:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 288:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.920720   29.314961   68.810764
31 2025-08-31  49.193947   30.470624   66.826319
32 2025-09-30  49.458359   31.164317   69.511722
33 2025-10-31  49.731586   29.454341   70.307859
34 2025-11-30  49.995998   30.324038   68.260595
Forecast for Australia and Product 289:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.103464   19.826930   56.988620
31 2025-08-31  39.433424   19.407594   58.567377
32 2025-09-30  39.752741   22.012633   57.977091
33 2025-10-31  40.082701   21.080083   58.201048
34 2025-11-30  40.402017   20.223810   58.700121
14:00:42 - cmdstanpy - INFO - Chain [1] start processing
14:00:42 - cmdstanpy - INFO - Chain [1] done processing
14:00:42 - cmdstanpy - INFO - Chain [1] start processing
14:00:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 290:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.340453   -0.842417   45.325814
31 2025-08-31  21.158750   -1.858105   43.200987
32 2025-09-30  20.015167   -3.012653   41.939198
33 2025-10-31  18.833464   -3.368349   42.564368
34 2025-11-30  17.689881   -5.407152   41.686982
Forecast for Australia and Product 291:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.708371   20.565115   69.966503
31 2025-08-31  45.805741   21.393775   71.086860
32 2025-09-30  45.899970   22.390461   69.726909
33 2025-10-31  45.997339   21.076526   69.065066
34 2025-11-30  46.091568   20.540343   69.754118
14:00:42 - cmdstanpy - INFO - Chain [1] start processing
14:00:42 - cmdstanpy - INFO - Chain [1] done processing
14:00:42 - cmdstanpy - INFO - Chain [1] start processing
14:00:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 292:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.846014   23.360481   67.861667
31 2025-08-31  44.868490   22.537851   65.288277
32 2025-09-30  44.890241   23.848813   66.152324
33 2025-10-31  44.912717   24.480324   68.457730
34 2025-11-30  44.934468   24.344863   67.809432
Forecast for Australia and Product 293:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.918594   30.597968   72.817678
31 2025-08-31  52.356316   29.760277   75.672592
32 2025-09-30  52.779917   29.825984   75.067744
33 2025-10-31  53.217639   30.312431   75.793012
34 2025-11-30  53.641241   31.055705   75.748679
14:00:43 - cmdstanpy - INFO - Chain [1] start processing
14:00:43 - cmdstanpy - INFO - Chain [1] done processing
14:00:43 - cmdstanpy - INFO - Chain [1] start processing
14:00:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 294:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.960947    1.145193   50.017424
31 2025-08-31  24.938872    0.324142   49.543892
32 2025-09-30  23.949767   -0.151382   50.313603
33 2025-10-31  22.927692   -3.870572   46.675639
34 2025-11-30  21.938587   -3.595709   46.646617
Forecast for Australia and Product 295:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.666505    9.404859   52.407758
31 2025-08-31  31.323026   10.444835   52.198808
32 2025-09-30  30.990626   10.420241   51.022412
33 2025-10-31  30.647147    9.813734   54.208027
34 2025-11-30  30.314748    9.791979   50.541699
14:00:43 - cmdstanpy - INFO - Chain [1] start processing
14:00:43 - cmdstanpy - INFO - Chain [1] done processing
14:00:43 - cmdstanpy - INFO - Chain [1] start processing
14:00:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 296:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.846938   19.687817   52.884207
31 2025-08-31  36.719604   19.240011   54.559823
32 2025-09-30  36.596376   18.783580   52.892711
33 2025-10-31  36.469042   18.559582   53.349352
34 2025-11-30  36.345814   18.474046   54.509630
Forecast for Australia and Product 297:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.831913   24.237393   60.430216
31 2025-08-31  43.073392   25.601612   62.810281
32 2025-09-30  43.307082   25.797112   59.984021
33 2025-10-31  43.548561   25.555901   61.571130
34 2025-11-30  43.782251   26.327469   61.275774
14:00:43 - cmdstanpy - INFO - Chain [1] start processing
14:00:43 - cmdstanpy - INFO - Chain [1] done processing
14:00:43 - cmdstanpy - INFO - Chain [1] start processing
14:00:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 298:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.624309   15.756522   54.807155
31 2025-08-31  35.405220   16.277341   54.317586
32 2025-09-30  35.193198   16.243420   53.670044
33 2025-10-31  34.974109   15.873914   53.717495
34 2025-11-30  34.762088   16.734355   54.082259
Forecast for Australia and Product 299:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.911318   31.417713   71.436714
31 2025-08-31  52.301978   33.966486   70.918087
32 2025-09-30  52.680036   33.241748   72.064492
33 2025-10-31  53.070696   33.710354   73.787229
34 2025-11-30  53.448754   34.734768   71.779228
14:00:44 - cmdstanpy - INFO - Chain [1] start processing
14:00:44 - cmdstanpy - INFO - Chain [1] done processing
14:00:44 - cmdstanpy - INFO - Chain [1] start processing
14:00:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 300:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.175037   30.058358   66.237799
31 2025-08-31  48.520225   31.465104   64.898353
32 2025-09-30  48.854278   30.757118   65.911642
33 2025-10-31  49.199466   32.962792   65.975306
34 2025-11-30  49.533519   32.356237   66.809069
Forecast for Australia and Product 301:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.421188   31.455056   76.705444
31 2025-08-31  53.993655   30.255238   76.299836
32 2025-09-30  54.547656   32.182491   77.388727
33 2025-10-31  55.120123   32.285036   77.629824
34 2025-11-30  55.674123   34.040526   78.607716
14:00:44 - cmdstanpy - INFO - Chain [1] start processing
14:00:44 - cmdstanpy - INFO - Chain [1] done processing
14:00:44 - cmdstanpy - INFO - Chain [1] start processing
14:00:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 302:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.144320   17.811711   64.443716
31 2025-08-31  40.971386   15.937368   67.259363
32 2025-09-30  40.804029   16.609697   64.546611
33 2025-10-31  40.631095   17.199737   64.000791
34 2025-11-30  40.463738   17.402963   63.919156
Forecast for Australia and Product 303:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.989962   44.474163   81.348995
31 2025-08-31  64.175519   46.487143   83.155530
32 2025-09-30  65.322833   47.452478   82.667782
33 2025-10-31  66.508391   49.384899   84.665331
34 2025-11-30  67.655705   49.891206   85.707014
14:00:44 - cmdstanpy - INFO - Chain [1] start processing
14:00:44 - cmdstanpy - INFO - Chain [1] done processing
14:00:45 - cmdstanpy - INFO - Chain [1] start processing
14:00:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 304:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.951436   25.424045   77.723181
31 2025-08-31  51.499262   25.337588   75.733900
32 2025-09-30  52.029416   25.956529   78.405301
33 2025-10-31  52.577242   26.130320   78.358876
34 2025-11-30  53.107396   29.394262   78.428374
Forecast for Australia and Product 305:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.333173   17.028531   54.786747
31 2025-08-31  36.231785   17.008639   55.451324
32 2025-09-30  36.133668   16.853237   53.996377
33 2025-10-31  36.032280   16.800586   54.257541
34 2025-11-30  35.934163   16.825574   53.949759
14:00:45 - cmdstanpy - INFO - Chain [1] start processing
14:00:45 - cmdstanpy - INFO - Chain [1] done processing
14:00:45 - cmdstanpy - INFO - Chain [1] start processing
14:00:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 306:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.477400    2.846327   39.173948
31 2025-08-31  19.485004    0.847197   38.120541
32 2025-09-30  18.524620    0.254116   37.625998
33 2025-10-31  17.532224   -0.925636   36.047904
34 2025-11-30  16.571840    0.456885   35.371199
Forecast for Australia and Product 307:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.714128   38.687886   79.195672
31 2025-08-31  59.574537   38.942677   79.035383
32 2025-09-30  60.407190   42.857999   81.211137
33 2025-10-31  61.267598   42.119596   80.402151
34 2025-11-30  62.100252   41.291491   82.151894
14:00:45 - cmdstanpy - INFO - Chain [1] start processing
14:00:45 - cmdstanpy - INFO - Chain [1] done processing
14:00:45 - cmdstanpy - INFO - Chain [1] start processing
14:00:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 308:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.799086   20.439582   61.889862
31 2025-08-31  40.981946   20.621327   61.368711
32 2025-09-30  41.158907   21.438092   60.785055
33 2025-10-31  41.341766   21.907269   60.292136
34 2025-11-30  41.518727   21.131787   62.949637
Forecast for Australia and Product 309:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.517070    9.820267   51.858565
31 2025-08-31  31.011465    9.590051   50.899383
32 2025-09-30  30.522170    9.048496   51.547013
33 2025-10-31  30.016565    9.487673   50.626606
34 2025-11-30  29.527270    8.153211   49.603324
14:00:45 - cmdstanpy - INFO - Chain [1] start processing
14:00:45 - cmdstanpy - INFO - Chain [1] done processing
14:00:46 - cmdstanpy - INFO - Chain [1] start processing
14:00:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 310:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.271077   15.574686   60.260958
31 2025-08-31  37.141349   15.675289   59.110634
32 2025-09-30  37.015807   14.118379   58.867528
33 2025-10-31  36.886079   15.701678   58.334184
34 2025-11-30  36.760536   15.033539   59.164680
Forecast for Australia and Product 311:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.196937   19.547688   52.546931
31 2025-08-31  37.078616   18.311314   54.156842
32 2025-09-30  36.964112   20.554079   53.214568
33 2025-10-31  36.845791   19.733072   52.831882
34 2025-11-30  36.731286   19.644427   53.095555
14:00:46 - cmdstanpy - INFO - Chain [1] start processing
14:00:46 - cmdstanpy - INFO - Chain [1] done processing
14:00:46 - cmdstanpy - INFO - Chain [1] start processing
14:00:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 312:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.749259   22.528202   51.398781
31 2025-08-31  36.600946   21.472195   49.542625
32 2025-09-30  36.457418   21.017936   49.704662
33 2025-10-31  36.309105   22.104354   50.637446
34 2025-11-30  36.165577   22.036816   50.515476
Forecast for Australia and Product 313:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.131722   24.644638   55.120366
31 2025-08-31  39.840569   23.826262   55.675171
32 2025-09-30  39.558807   23.258733   54.655899
33 2025-10-31  39.267654   24.007900   53.932136
34 2025-11-30  38.985892   23.880756   55.002661
14:00:46 - cmdstanpy - INFO - Chain [1] start processing
14:00:46 - cmdstanpy - INFO - Chain [1] done processing
14:00:46 - cmdstanpy - INFO - Chain [1] start processing
14:00:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 314:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.539638   31.495594   74.265443
31 2025-08-31  54.234639   33.382437   73.871571
32 2025-09-30  54.907221   36.302394   76.512568
33 2025-10-31  55.602222   36.006132   74.422834
34 2025-11-30  56.274804   36.185676   75.920246
Forecast for Australia and Product 315:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.846638   22.043424   55.739330
31 2025-08-31  38.583226   21.936933   55.119483
32 2025-09-30  38.328310   21.973604   55.322403
33 2025-10-31  38.064898   20.866860   53.812916
34 2025-11-30  37.809983   19.631025   55.400187
14:00:47 - cmdstanpy - INFO - Chain [1] start processing
14:00:47 - cmdstanpy - INFO - Chain [1] done processing
14:00:47 - cmdstanpy - INFO - Chain [1] start processing
14:00:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 316:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.026198   25.338279   60.916403
31 2025-08-31  44.135169   26.969298   59.967356
32 2025-09-30  44.240625   29.080855   61.257342
33 2025-10-31  44.349596   26.573102   61.216699
34 2025-11-30  44.455052   27.689780   60.907173
Forecast for Australia and Product 317:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.396016    4.857621   43.505519
31 2025-08-31  24.638215    6.239780   43.987817
32 2025-09-30  23.904859    3.088115   43.910213
33 2025-10-31  23.147057    4.012538   42.382916
34 2025-11-30  22.413701    3.001649   40.923017
14:00:47 - cmdstanpy - INFO - Chain [1] start processing
14:00:47 - cmdstanpy - INFO - Chain [1] done processing
14:00:47 - cmdstanpy - INFO - Chain [1] start processing
14:00:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 318:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.360961   33.317677   58.098128
31 2025-08-31  45.424568   32.811725   58.375967
32 2025-09-30  45.486122   33.487713   57.705326
33 2025-10-31  45.549728   32.423794   57.794319
34 2025-11-30  45.611282   33.210689   58.135933
Forecast for Australia and Product 319:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.195548   10.676687   51.937199
31 2025-08-31  30.878980   10.835088   51.617056
32 2025-09-30  30.572623    9.523793   51.567446
33 2025-10-31  30.256055    9.814605   49.003189
34 2025-11-30  29.949698    9.818483   50.369574
14:00:47 - cmdstanpy - INFO - Chain [1] start processing
14:00:47 - cmdstanpy - INFO - Chain [1] done processing
14:00:48 - cmdstanpy - INFO - Chain [1] start processing
14:00:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 320:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.555377   21.686877   57.916650
31 2025-08-31  39.338861   20.003467   57.202657
32 2025-09-30  39.129329   20.744681   58.728499
33 2025-10-31  38.912813   19.628923   58.684152
34 2025-11-30  38.703282   18.894452   59.271614
Forecast for Australia and Product 321:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.795813   19.202797   64.316619
31 2025-08-31  41.833914   21.047339   63.873579
32 2025-09-30  41.870785   19.913159   62.023578
33 2025-10-31  41.908886   22.630968   62.450117
34 2025-11-30  41.945758   20.875437   62.019052
14:00:48 - cmdstanpy - INFO - Chain [1] start processing
14:00:48 - cmdstanpy - INFO - Chain [1] done processing
14:00:48 - cmdstanpy - INFO - Chain [1] start processing
14:00:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 322:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.634317    6.692806   43.191574
31 2025-08-31  25.074695    8.331195   42.120434
32 2025-09-30  24.533126    5.312128   43.183482
33 2025-10-31  23.973504    7.496161   42.550093
34 2025-11-30  23.431934    5.495385   42.154180
Forecast for Australia and Product 323:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.391923   24.288285   59.813973
31 2025-08-31  42.689128   24.377534   61.053444
32 2025-09-30  42.976744   25.083585   61.007787
33 2025-10-31  43.273948   25.120417   62.140378
34 2025-11-30  43.561565   26.412404   60.651197
14:00:48 - cmdstanpy - INFO - Chain [1] start processing
14:00:48 - cmdstanpy - INFO - Chain [1] done processing
14:00:48 - cmdstanpy - INFO - Chain [1] start processing
14:00:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 324:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.981398    4.319592   37.724722
31 2025-08-31  21.088065    4.556096   37.515433
32 2025-09-30  20.223549    2.783787   37.610223
33 2025-10-31  19.330216    3.376663   35.283355
34 2025-11-30  18.465700    0.936086   34.873971
Forecast for Australia and Product 325:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.261155   21.269539   50.780914
31 2025-08-31  35.261380   19.989425   49.550714
32 2025-09-30  35.261599   20.568708   48.821535
33 2025-10-31  35.261824   20.220155   49.396229
34 2025-11-30  35.262042   21.007650   49.782342
14:00:48 - cmdstanpy - INFO - Chain [1] start processing
14:00:48 - cmdstanpy - INFO - Chain [1] done processing
14:00:49 - cmdstanpy - INFO - Chain [1] start processing
14:00:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 326:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.188832   35.048710   67.802878
31 2025-08-31  51.613039   35.765767   67.481751
32 2025-09-30  52.023562   35.172178   67.771658
33 2025-10-31  52.447770   36.042039   67.597034
34 2025-11-30  52.858293   36.288651   69.647584
Forecast for Australia and Product 327:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.654317   24.478563   58.377689
31 2025-08-31  41.805977   25.800928   56.651064
32 2025-09-30  41.952744   25.402864   58.293563
33 2025-10-31  42.104404   26.409607   58.712683
34 2025-11-30  42.251172   25.969865   58.598326
14:00:49 - cmdstanpy - INFO - Chain [1] start processing
14:00:49 - cmdstanpy - INFO - Chain [1] done processing
14:00:49 - cmdstanpy - INFO - Chain [1] start processing
14:00:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 328:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.816608   16.578556   57.797794
31 2025-08-31  36.653603   16.159379   56.174238
32 2025-09-30  36.495856   15.092116   55.254776
33 2025-10-31  36.332851   15.932664   57.209653
34 2025-11-30  36.175104   14.696557   57.076618
Forecast for Australia and Product 329:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.338702   10.484807   49.697828
31 2025-08-31  29.859420    9.247986   50.211081
32 2025-09-30  29.395599    9.021452   50.222229
33 2025-10-31  28.916317    8.541675   48.737213
34 2025-11-30  28.452496    7.947949   50.640252
14:00:49 - cmdstanpy - INFO - Chain [1] start processing
14:00:49 - cmdstanpy - INFO - Chain [1] done processing
14:00:49 - cmdstanpy - INFO - Chain [1] start processing
14:00:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 330:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.265557   31.683831   63.882429
31 2025-08-31  47.655402   31.838640   63.358401
32 2025-09-30  48.032671   31.626275   63.076795
33 2025-10-31  48.422516   32.109884   64.674990
34 2025-11-30  48.799785   33.003709   64.419345
Forecast for Australia and Product 331:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.993467   15.798605   53.080240
31 2025-08-31  34.794160   17.527482   53.091634
32 2025-09-30  34.601283   15.677983   52.389738
33 2025-10-31  34.401976   17.587515   53.700440
34 2025-11-30  34.209099   16.414201   52.457506
14:00:49 - cmdstanpy - INFO - Chain [1] start processing
14:00:50 - cmdstanpy - INFO - Chain [1] done processing
14:00:50 - cmdstanpy - INFO - Chain [1] start processing
14:00:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 332:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.316009   23.773390   62.689337
31 2025-08-31  43.581924   25.021856   63.505216
32 2025-09-30  43.839261   24.316691   62.923388
33 2025-10-31  44.105176   24.866590   62.902459
34 2025-11-30  44.362512   26.252062   63.750976
Forecast for Australia and Product 333:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.332297   29.333834   68.575669
31 2025-08-31  48.704538   28.537086   68.755958
32 2025-09-30  49.064771   29.421962   69.281925
33 2025-10-31  49.437012   30.716767   70.762052
34 2025-11-30  49.797245   30.604856   68.792931
14:00:50 - cmdstanpy - INFO - Chain [1] start processing
14:00:50 - cmdstanpy - INFO - Chain [1] done processing
14:00:50 - cmdstanpy - INFO - Chain [1] start processing
14:00:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 334:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.627611   11.105417   51.662761
31 2025-08-31  30.215950   10.409428   51.517885
32 2025-09-30  29.817568    9.676484   49.056069
33 2025-10-31  29.405907    8.166997   49.724618
34 2025-11-30  29.007525    7.949517   49.857471
Forecast for Australia and Product 335:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.375894   29.746338   64.479384
31 2025-08-31  47.000924   29.226825   63.512826
32 2025-09-30  47.605792   30.919833   65.584943
33 2025-10-31  48.230822   29.972606   64.614487
34 2025-11-30  48.835690   32.525603   66.794075
14:00:50 - cmdstanpy - INFO - Chain [1] start processing
14:00:50 - cmdstanpy - INFO - Chain [1] done processing
14:00:50 - cmdstanpy - INFO - Chain [1] start processing
14:00:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 336:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.619888    1.627607   44.627138
31 2025-08-31  22.886774    2.314792   43.831034
32 2025-09-30  22.177308    0.849086   43.450738
33 2025-10-31  21.444194    0.314992   42.942391
34 2025-11-30  20.734728   -0.183423   42.374627
Forecast for Australia and Product 337:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.990938   19.704585   51.854258
31 2025-08-31  35.623391   19.526695   49.955682
32 2025-09-30  35.267700   20.345842   50.631427
33 2025-10-31  34.900153   20.562884   49.882439
34 2025-11-30  34.544463   18.337381   50.804080
14:00:51 - cmdstanpy - INFO - Chain [1] start processing
14:00:51 - cmdstanpy - INFO - Chain [1] done processing
14:00:51 - cmdstanpy - INFO - Chain [1] start processing
14:00:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 338:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.048304   12.606780   62.427382
31 2025-08-31  37.815680   14.419277   62.045586
32 2025-09-30  37.590560   14.197000   61.682158
33 2025-10-31  37.357936   13.539812   59.870662
34 2025-11-30  37.132816   14.008517   61.627845
Forecast for Australia and Product 339:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.094405   38.576601   86.455055
31 2025-08-31  62.977477   39.434539   85.769299
32 2025-09-30  63.832063   40.709633   88.007437
33 2025-10-31  64.715135   39.511181   90.202082
34 2025-11-30  65.569721   42.239535   88.954074
14:00:51 - cmdstanpy - INFO - Chain [1] start processing
14:00:51 - cmdstanpy - INFO - Chain [1] done processing
14:00:51 - cmdstanpy - INFO - Chain [1] start processing
14:00:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 340:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.459558    0.065184   55.463317
31 2025-08-31  26.692149   -0.558260   53.548322
32 2025-09-30  25.949496   -0.247137   52.836889
33 2025-10-31  25.182087   -1.811658   51.795016
34 2025-11-30  24.439434   -1.867529   51.570193
Forecast for Australia and Product 341:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.133201   37.010063   91.828579
31 2025-08-31  65.395782   37.556304   89.805835
32 2025-09-30  66.617634   41.732031   95.657591
33 2025-10-31  67.880214   41.133916   94.882693
34 2025-11-30  69.102066   41.836845   95.980625
14:00:51 - cmdstanpy - INFO - Chain [1] start processing
14:00:51 - cmdstanpy - INFO - Chain [1] done processing
14:00:51 - cmdstanpy - INFO - Chain [1] start processing
14:00:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 342:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  26.010174    8.783890   43.942662
30 2025-08-31  25.133701    7.735958   41.880157
31 2025-09-30  24.285502    5.809456   41.833493
32 2025-10-31  23.409029    5.747145   41.542158
33 2025-11-30  22.560830    3.808050   40.336723
Forecast for Australia and Product 343:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.762325   29.528050   60.704538
31 2025-08-31  45.122603   30.123274   59.676137
32 2025-09-30  45.471258   29.128912   61.108770
33 2025-10-31  45.831536   31.028374   61.664385
34 2025-11-30  46.180192   31.279547   61.566040
14:00:52 - cmdstanpy - INFO - Chain [1] start processing
14:00:52 - cmdstanpy - INFO - Chain [1] done processing
14:00:52 - cmdstanpy - INFO - Chain [1] start processing
14:00:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 344:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.278097   22.463905   62.454799
31 2025-08-31  41.331620   20.717604   61.007276
32 2025-09-30  41.383417   21.496095   59.967297
33 2025-10-31  41.436940   22.720575   61.811250
34 2025-11-30  41.488736   21.729229   60.172194
Forecast for Australia and Product 345:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.533132   -2.603625   40.747337
31 2025-08-31  18.347169   -4.203833   41.278805
32 2025-09-30  17.199462   -5.455090   39.749382
33 2025-10-31  16.013499   -6.325850   36.832076
34 2025-11-30  14.865793   -8.347370   37.743459
14:00:52 - cmdstanpy - INFO - Chain [1] start processing
14:00:52 - cmdstanpy - INFO - Chain [1] done processing
14:00:52 - cmdstanpy - INFO - Chain [1] start processing
14:00:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 346:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.707788   25.801578   62.838846
31 2025-08-31  44.583949   24.488186   62.814329
32 2025-09-30  44.464104   25.288936   62.458652
33 2025-10-31  44.340265   25.630388   62.364452
34 2025-11-30  44.220421   25.642967   63.045293
Forecast for Australia and Product 347:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.180483   12.309455   52.838762
31 2025-08-31  31.789515   10.355470   51.906600
32 2025-09-30  31.411160   11.581663   51.091601
33 2025-10-31  31.020192   11.137592   49.710654
34 2025-11-30  30.641836   12.891672   49.626804
14:00:52 - cmdstanpy - INFO - Chain [1] start processing
14:00:52 - cmdstanpy - INFO - Chain [1] done processing
14:00:52 - cmdstanpy - INFO - Chain [1] start processing
14:00:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 348:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.855044   18.321794   52.356428
31 2025-08-31  34.362604   18.486389   50.750155
32 2025-09-30  33.886048   16.587933   51.378618
33 2025-10-31  33.393607   17.020907   49.987136
34 2025-11-30  32.917052   15.443909   49.985766
Forecast for Australia and Product 349:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.803949   33.650595   67.031247
31 2025-08-31  50.454947   32.770715   67.600026
32 2025-09-30  51.084946   35.025946   68.193098
33 2025-10-31  51.735945   33.393819   68.587310
34 2025-11-30  52.365944   34.900558   70.727561
14:00:53 - cmdstanpy - INFO - Chain [1] start processing
14:00:53 - cmdstanpy - INFO - Chain [1] done processing
14:00:53 - cmdstanpy - INFO - Chain [1] start processing
14:00:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 350:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.103004   21.153276   64.303570
31 2025-08-31  41.941012   18.924155   63.849138
32 2025-09-30  41.784246   20.639363   62.954031
33 2025-10-31  41.622254   20.941800   62.966794
34 2025-11-30  41.465487   19.480173   63.414332
Forecast for Australia and Product 351:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.426459    5.840752   49.616754
31 2025-08-31  26.680731    4.236295   48.863582
32 2025-09-30  25.959060    5.471211   47.666479
33 2025-10-31  25.213332    5.380246   48.666350
34 2025-11-30  24.491660    1.370461   45.634672
14:00:53 - cmdstanpy - INFO - Chain [1] start processing
14:00:53 - cmdstanpy - INFO - Chain [1] done processing
14:00:53 - cmdstanpy - INFO - Chain [1] start processing
14:00:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 352:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.376290   22.113988   54.949616
31 2025-08-31  38.152977   21.249337   54.884026
32 2025-09-30  37.936867   21.540948   54.090160
33 2025-10-31  37.713554   20.827908   52.996771
34 2025-11-30  37.497444   20.472180   53.560049
Forecast for Australia and Product 353:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.706204   33.082414   56.456116
31 2025-08-31  45.166136   34.055906   57.176932
32 2025-09-30  45.611231   34.511340   57.380539
33 2025-10-31  46.071163   34.695858   56.959351
34 2025-11-30  46.516259   35.906536   57.996100
14:00:53 - cmdstanpy - INFO - Chain [1] start processing
14:00:53 - cmdstanpy - INFO - Chain [1] done processing
14:00:53 - cmdstanpy - INFO - Chain [1] start processing
14:00:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 354:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.859001    7.597689   40.530797
31 2025-08-31  23.173809    7.774756   39.287476
32 2025-09-30  22.510720    6.574925   39.817996
33 2025-10-31  21.825528    5.883269   38.139876
34 2025-11-30  21.162440    5.158323   37.350998
14:00:54 - cmdstanpy - INFO - Chain [1] start processing
14:00:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 355:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.602515   21.274963   53.877456
31 2025-08-31  37.295635   20.045801   53.389204
32 2025-09-30  36.998654   19.080801   52.469311
33 2025-10-31  36.691774   20.031111   52.988405
34 2025-11-30  36.394793   20.427230   54.149302
14:00:54 - cmdstanpy - INFO - Chain [1] start processing
14:00:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 356:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.457290   24.485173   68.487282
31 2025-08-31  45.438204   22.998386   67.269057
32 2025-09-30  45.419733   22.703786   68.558218
33 2025-10-31  45.400647   20.603434   67.995089
34 2025-11-30  45.382177   20.250230   68.123910
Forecast for Australia and Product 357:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.686930   18.392752   55.765341
31 2025-08-31  36.407484   17.886981   54.531658
32 2025-09-30  36.137051   18.275584   53.894211
33 2025-10-31  35.857605   18.838909   54.111443
34 2025-11-30  35.587172   16.646170   53.601966
14:00:54 - cmdstanpy - INFO - Chain [1] start processing
14:00:54 - cmdstanpy - INFO - Chain [1] done processing
14:00:54 - cmdstanpy - INFO - Chain [1] start processing
14:00:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 358:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.231404   10.115216   46.179192
31 2025-08-31  26.834371    8.087202   44.033554
32 2025-09-30  26.450145    7.202690   43.638711
33 2025-10-31  26.053112    8.378452   43.773626
34 2025-11-30  25.668887    8.713219   43.466929
Forecast for Australia and Product 359:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.468166   -2.575350   35.754665
31 2025-08-31  16.458899   -3.670416   35.574467
32 2025-09-30  15.482189   -2.699277   34.862216
33 2025-10-31  14.472921   -5.441643   33.308171
34 2025-11-30  13.496211   -5.730689   31.567601
14:00:54 - cmdstanpy - INFO - Chain [1] start processing
14:00:54 - cmdstanpy - INFO - Chain [1] done processing
14:00:55 - cmdstanpy - INFO - Chain [1] start processing
14:00:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 360:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.238225   17.040200   60.974790
31 2025-08-31  37.980638   15.062511   58.946968
32 2025-09-30  37.731360   15.499173   61.495387
33 2025-10-31  37.473773   13.917989   58.326034
34 2025-11-30  37.224495   16.389952   57.361179
Forecast for Australia and Product 361:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.156415    6.354047   66.501593
31 2025-08-31  37.053108    7.292113   67.570372
32 2025-09-30  36.953134    6.506544   66.895632
33 2025-10-31  36.849827    7.211775   66.770240
34 2025-11-30  36.749852    8.140025   64.447957
14:00:55 - cmdstanpy - INFO - Chain [1] start processing
14:00:55 - cmdstanpy - INFO - Chain [1] done processing
14:00:55 - cmdstanpy - INFO - Chain [1] start processing
14:00:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 362:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.372093   19.726432   61.431336
31 2025-08-31  40.443076   19.247486   62.228311
32 2025-09-30  40.511769   19.209457   61.724848
33 2025-10-31  40.582751   19.615335   62.585196
34 2025-11-30  40.651444   21.391104   61.656595
Forecast for Australia and Product 363:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.990596   39.015183   73.712327
31 2025-08-31  56.582069   37.975135   73.180133
32 2025-09-30  57.154461   38.679222   75.393588
33 2025-10-31  57.745934   39.992687   74.354762
34 2025-11-30  58.318326   40.689636   75.993049
14:00:55 - cmdstanpy - INFO - Chain [1] start processing
14:00:55 - cmdstanpy - INFO - Chain [1] done processing
14:00:55 - cmdstanpy - INFO - Chain [1] start processing
14:00:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 364:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.990906    5.314354   50.395786
31 2025-08-31  27.588095    4.623319   50.129827
32 2025-09-30  27.198278    4.842535   50.304640
33 2025-10-31  26.795467    4.729276   48.898021
34 2025-11-30  26.405650    5.374946   48.533624
Forecast for Australia and Product 365:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.475125    7.126661   49.440942
31 2025-08-31  27.771380    5.931771   47.816291
32 2025-09-30  27.090335    5.096538   48.200889
33 2025-10-31  26.386589    5.614326   48.027446
34 2025-11-30  25.705545    4.591953   48.408779
14:00:56 - cmdstanpy - INFO - Chain [1] start processing
14:00:56 - cmdstanpy - INFO - Chain [1] done processing
14:00:56 - cmdstanpy - INFO - Chain [1] start processing
14:00:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 366:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.441534    7.664790   42.659905
31 2025-08-31  24.891157    7.513513   42.512284
32 2025-09-30  24.358534    7.077323   40.677073
33 2025-10-31  23.808157    5.358711   40.620725
34 2025-11-30  23.275534    4.604953   40.419769
Forecast for Australia and Product 367:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.002064   42.230326   65.326325
31 2025-08-31  54.671194   42.515301   66.035893
32 2025-09-30  55.318739   43.861122   66.728373
33 2025-10-31  55.987868   45.109219   66.847352
34 2025-11-30  56.635413   44.936646   67.173988
14:00:56 - cmdstanpy - INFO - Chain [1] start processing
14:00:56 - cmdstanpy - INFO - Chain [1] done processing
14:00:56 - cmdstanpy - INFO - Chain [1] start processing
14:00:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 368:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.473842   30.993054   64.548167
31 2025-08-31  47.841901   30.876355   65.484084
32 2025-09-30  48.198088   31.039901   65.258523
33 2025-10-31  48.566148   30.640157   65.406830
34 2025-11-30  48.922335   31.964090   67.070948
Forecast for Australia and Product 369:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.589351    3.821396   42.904126
31 2025-08-31  22.789203    3.668239   42.823332
32 2025-09-30  22.014867    3.725189   41.245893
33 2025-10-31  21.214719    0.902247   40.108730
34 2025-11-30  20.440383    1.724235   40.907814
14:00:56 - cmdstanpy - INFO - Chain [1] start processing
14:00:56 - cmdstanpy - INFO - Chain [1] done processing
14:00:56 - cmdstanpy - INFO - Chain [1] start processing
14:00:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 370:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.633778   27.425139   65.870211
31 2025-08-31  47.766099   27.721034   65.821348
32 2025-09-30  47.894151   27.276390   65.052156
33 2025-10-31  48.026472   30.376027   67.887245
34 2025-11-30  48.154524   30.247934   66.983236
Forecast for Australia and Product 371:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.554592   24.467782   61.673967
31 2025-08-31  42.803369   23.485019   61.860179
32 2025-09-30  43.044120   24.365593   62.427782
33 2025-10-31  43.292897   25.255552   62.356906
34 2025-11-30  43.533649   25.337817   63.193844
14:00:57 - cmdstanpy - INFO - Chain [1] start processing
14:00:57 - cmdstanpy - INFO - Chain [1] done processing
14:00:57 - cmdstanpy - INFO - Chain [1] start processing
14:00:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 372:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.984397   13.120217   53.533721
31 2025-08-31  33.509861   15.012161   53.026186
32 2025-09-30  33.050632   15.205269   54.118648
33 2025-10-31  32.576096   13.432134   53.151276
34 2025-11-30  32.116867   13.490427   51.674248
Forecast for Australia and Product 373:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.917439    8.179522   38.889976
31 2025-08-31  23.182217    7.457296   39.711277
32 2025-09-30  22.470712    8.843550   39.314117
33 2025-10-31  21.735490    5.612100   38.182321
34 2025-11-30  21.023984    4.865759   35.899157
14:00:57 - cmdstanpy - INFO - Chain [1] start processing
14:00:57 - cmdstanpy - INFO - Chain [1] done processing
14:00:57 - cmdstanpy - INFO - Chain [1] start processing
14:00:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 374:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.673649   28.655362   73.858027
31 2025-08-31  52.165823   29.673725   77.651121
32 2025-09-30  52.642120   30.501350   76.159312
33 2025-10-31  53.134294   30.661996   76.496052
34 2025-11-30  53.610592   30.793865   77.277071
Forecast for Australia and Product 375:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.198286   11.786059   39.961258
31 2025-08-31  24.889458   10.739792   39.443237
32 2025-09-30  24.590593    9.972287   39.452701
33 2025-10-31  24.281765   10.201566   38.160793
34 2025-11-30  23.982900    9.404728   38.641865
14:00:57 - cmdstanpy - INFO - Chain [1] start processing
14:00:57 - cmdstanpy - INFO - Chain [1] done processing
14:00:57 - cmdstanpy - INFO - Chain [1] start processing
14:00:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 376:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.989761   22.926530   62.148105
31 2025-08-31  42.146021   23.341948   61.768496
32 2025-09-30  42.297242   21.748573   62.102396
33 2025-10-31  42.453502   23.331047   61.438727
34 2025-11-30  42.604722   24.447488   61.601774
Forecast for Australia and Product 377:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  12.246513   -3.670322   29.856152
31 2025-08-31  10.751972   -6.441436   29.413674
32 2025-09-30   9.305641   -8.652026   27.658279
33 2025-10-31   7.811100   -9.802401   26.397706
34 2025-11-30   6.364769  -10.886510   24.365112
14:00:58 - cmdstanpy - INFO - Chain [1] start processing
14:00:58 - cmdstanpy - INFO - Chain [1] done processing
14:00:58 - cmdstanpy - INFO - Chain [1] start processing
14:00:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 378:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.595277   14.768253   54.599098
31 2025-08-31  35.271426   16.260384   54.934564
32 2025-09-30  34.958022   15.624960   55.006133
33 2025-10-31  34.634171   15.039437   54.462022
34 2025-11-30  34.320767   15.410806   56.024602
Forecast for Australia and Product 379:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.066987   23.604638   55.529111
31 2025-08-31  39.173007   22.963048   55.568335
32 2025-09-30  39.275608   23.667747   54.601135
33 2025-10-31  39.381628   22.419535   55.792951
34 2025-11-30  39.484229   23.808072   55.274460
14:00:58 - cmdstanpy - INFO - Chain [1] start processing
14:00:58 - cmdstanpy - INFO - Chain [1] done processing
14:00:58 - cmdstanpy - INFO - Chain [1] start processing
14:00:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 380:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.270006   19.097516   59.927183
31 2025-08-31  39.005213   17.241444   60.006154
32 2025-09-30  38.748961   17.553361   60.580219
33 2025-10-31  38.484167   17.840305   57.446671
34 2025-11-30  38.227915   17.664573   58.700254
Forecast for Australia and Product 381:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.904365   17.916860   60.014528
31 2025-08-31  38.948526   19.583278   58.641283
32 2025-09-30  38.991262   18.273855   60.295499
33 2025-10-31  39.035423   17.983221   58.471993
34 2025-11-30  39.078159   18.089406   58.618946
14:00:58 - cmdstanpy - INFO - Chain [1] start processing
14:00:58 - cmdstanpy - INFO - Chain [1] done processing
14:00:59 - cmdstanpy - INFO - Chain [1] start processing
14:00:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 382:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.881484   24.740499   63.281009
31 2025-08-31  43.623696   24.703467   61.795994
32 2025-09-30  43.374223   24.273690   63.442694
33 2025-10-31  43.116435   22.921029   62.621166
34 2025-11-30  42.866962   24.402629   61.565542
Forecast for Australia and Product 383:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.026611   13.169284   63.150376
31 2025-08-31  39.025895   13.881080   65.229278
32 2025-09-30  39.025201   13.381820   65.189955
33 2025-10-31  39.024485   14.034110   62.877664
34 2025-11-30  39.023791   12.249125   63.509805
14:00:59 - cmdstanpy - INFO - Chain [1] start processing
14:00:59 - cmdstanpy - INFO - Chain [1] done processing
14:00:59 - cmdstanpy - INFO - Chain [1] start processing
14:00:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 384:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.213696   -4.135693   43.935346
31 2025-08-31  18.904063   -4.815589   41.462833
32 2025-09-30  17.636677   -6.536933   42.690841
33 2025-10-31  16.327044   -7.569026   38.271539
34 2025-11-30  15.059657  -10.833714   39.232755
Forecast for Australia and Product 385:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.638733   15.470898   52.073078
31 2025-08-31  33.231450   14.646003   51.753902
32 2025-09-30  32.837306   16.449384   50.215871
33 2025-10-31  32.430024   13.968606   50.797251
34 2025-11-30  32.035879   14.108630   49.979900
14:00:59 - cmdstanpy - INFO - Chain [1] start processing
14:00:59 - cmdstanpy - INFO - Chain [1] done processing
14:00:59 - cmdstanpy - INFO - Chain [1] start processing
14:00:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 386:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.401286   19.339618   65.767139
31 2025-08-31  42.627777   17.513822   66.417732
32 2025-09-30  42.846962   19.127632   66.308849
33 2025-10-31  43.073453   19.830648   66.651615
34 2025-11-30  43.292638   19.658297   68.248402
Forecast for Australia and Product 387:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.605727    6.118426   47.386777
31 2025-08-31  26.727286    6.710938   45.790884
32 2025-09-30  25.877182    3.778594   46.661767
33 2025-10-31  24.998741    4.875500   45.527222
34 2025-11-30  24.148637    2.968099   44.121714
14:00:59 - cmdstanpy - INFO - Chain [1] start processing
14:00:59 - cmdstanpy - INFO - Chain [1] done processing
14:01:00 - cmdstanpy - INFO - Chain [1] start processing
14:01:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 388:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.648824    9.466307   51.812903
31 2025-08-31  28.966973    8.456356   50.469579
32 2025-09-30  28.307118    7.370953   50.254644
33 2025-10-31  27.625267    5.353625   49.680557
34 2025-11-30  26.965411    3.806878   46.783184
Forecast for Australia and Product 389:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.075941   18.805740   54.576905
31 2025-08-31  37.105811   18.606871   54.897507
32 2025-09-30  37.134717   18.032294   55.224203
33 2025-10-31  37.164587   19.389562   55.325285
34 2025-11-30  37.193494   19.465235   55.003079
14:01:00 - cmdstanpy - INFO - Chain [1] start processing
14:01:00 - cmdstanpy - INFO - Chain [1] done processing
14:01:00 - cmdstanpy - INFO - Chain [1] start processing
14:01:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 390:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.286481   22.661069   62.398421
31 2025-08-31  42.540927   22.756795   63.317741
32 2025-09-30  42.787165   22.978935   62.373433
33 2025-10-31  43.041611   23.956626   62.198742
34 2025-11-30  43.287849   23.245217   60.462347
Forecast for Australia and Product 391:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  55.416742   31.363485   79.305980
30 2025-08-31  56.381722   34.218831   79.835130
31 2025-09-30  57.315572   33.412550   77.931093
32 2025-10-31  58.280552   34.515045   80.620007
33 2025-11-30  59.214403   35.029361   82.557839
14:01:00 - cmdstanpy - INFO - Chain [1] start processing
14:01:00 - cmdstanpy - INFO - Chain [1] done processing
14:01:00 - cmdstanpy - INFO - Chain [1] start processing
14:01:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 392:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.658991   37.468828   74.770437
31 2025-08-31  56.301747   37.520897   75.289646
32 2025-09-30  56.923769   37.901825   76.031561
33 2025-10-31  57.566525   39.710169   77.490219
34 2025-11-30  58.188547   39.983094   77.582730
Forecast for Australia and Product 393:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.552630   11.495505   58.958309
31 2025-08-31  36.152588   11.428611   60.297791
32 2025-09-30  35.765451   11.217575   59.942332
33 2025-10-31  35.365409   11.176981   57.854738
34 2025-11-30  34.978271   10.921115   61.601360
14:01:00 - cmdstanpy - INFO - Chain [1] start processing
14:01:01 - cmdstanpy - INFO - Chain [1] done processing
14:01:01 - cmdstanpy - INFO - Chain [1] start processing
14:01:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 394:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.485201    6.876944   44.633876
31 2025-08-31  23.933248    5.693376   43.286870
32 2025-09-30  23.399099    3.230678   42.226900
33 2025-10-31  22.847145    5.228210   43.736241
34 2025-11-30  22.312997    3.663616   42.403720
Forecast for Australia and Product 395:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.067620   13.692104   59.214553
31 2025-08-31  36.920658   13.949084   60.328738
32 2025-09-30  36.778436   15.593987   60.369818
33 2025-10-31  36.631474   14.586547   59.799481
34 2025-11-30  36.489252   13.967790   57.817458
14:01:01 - cmdstanpy - INFO - Chain [1] start processing
14:01:01 - cmdstanpy - INFO - Chain [1] done processing
14:01:01 - cmdstanpy - INFO - Chain [1] start processing
14:01:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 396:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.344233    4.552132   32.191890
31 2025-08-31  18.279895    5.567695   31.363108
32 2025-09-30  17.249890    4.046799   30.952126
33 2025-10-31  16.185552    3.632066   29.875369
34 2025-11-30  15.155547    1.993186   28.139369
Forecast for Australia and Product 397:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.210020    2.717756   38.815114
31 2025-08-31  18.923574    0.295023   37.480861
32 2025-09-30  17.678625   -1.041973   35.151931
33 2025-10-31  16.392179   -3.385057   33.741348
34 2025-11-30  15.147230   -3.413849   33.071418
14:01:01 - cmdstanpy - INFO - Chain [1] start processing
14:01:01 - cmdstanpy - INFO - Chain [1] done processing
14:01:01 - cmdstanpy - INFO - Chain [1] start processing
14:01:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 398:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.525169   25.918874   70.273476
31 2025-08-31  48.027313   27.105842   69.324807
32 2025-09-30  48.513259   28.903108   69.039501
33 2025-10-31  49.015404   26.935045   71.770482
34 2025-11-30  49.501350   28.944415   68.491059
Forecast for Australia and Product 399:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.643515   10.897394   49.523638
31 2025-08-31  29.844578    9.535780   48.694977
32 2025-09-30  29.071413    9.120554   49.577598
33 2025-10-31  28.272476    9.141614   49.102470
34 2025-11-30  27.499312    7.638281   46.935003
14:01:02 - cmdstanpy - INFO - Chain [1] start processing
14:01:02 - cmdstanpy - INFO - Chain [1] done processing
14:01:02 - cmdstanpy - INFO - Chain [1] start processing
14:01:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 400:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.400221   29.046802   70.695299
31 2025-08-31  49.908847   28.210293   69.605131
32 2025-09-30  50.401066   31.293835   70.529837
33 2025-10-31  50.909692   29.079778   72.306057
34 2025-11-30  51.401911   31.267366   72.931677
14:01:02 - cmdstanpy - INFO - Chain [1] start processing
14:01:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 401:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.720813   24.769841   63.756924
31 2025-08-31  44.833308   25.983069   65.344901
32 2025-09-30  44.942174   24.063838   63.431727
33 2025-10-31  45.054668   25.815405   64.613346
34 2025-11-30  45.163534   26.158406   64.883830
Forecast for Australia and Product 402:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.062904   15.995460   49.384825
31 2025-08-31  33.018350   15.664360   50.107305
32 2025-09-30  32.975234   17.005267   49.871479
33 2025-10-31  32.930680   15.297797   49.826026
34 2025-11-30  32.887564   16.583420   49.772458
14:01:02 - cmdstanpy - INFO - Chain [1] start processing
14:01:02 - cmdstanpy - INFO - Chain [1] done processing
14:01:02 - cmdstanpy - INFO - Chain [1] start processing
14:01:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 403:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.493552   17.854254   60.134244
31 2025-08-31  40.680972   20.586823   61.728840
32 2025-09-30  40.862346   21.526278   61.003717
33 2025-10-31  41.049766   21.520484   62.261011
34 2025-11-30  41.231140   21.585839   62.777077
Forecast for Australia and Product 404:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.912986   16.535084   56.025916
31 2025-08-31  36.567665   17.522184   55.899766
32 2025-09-30  36.233483   16.578165   55.609764
33 2025-10-31  35.888163   16.107694   54.339148
34 2025-11-30  35.553981   15.439750   53.669216
14:01:02 - cmdstanpy - INFO - Chain [1] start processing
14:01:03 - cmdstanpy - INFO - Chain [1] done processing
14:01:03 - cmdstanpy - INFO - Chain [1] start processing
14:01:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 405:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.291389   28.305274   71.244678
31 2025-08-31  50.682700   31.745114   73.034989
32 2025-09-30  51.061388   30.240476   71.817434
33 2025-10-31  51.452698   30.494385   72.625993
34 2025-11-30  51.831386   31.233762   73.196681
Forecast for Australia and Product 406:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.657442   27.183697   71.702167
31 2025-08-31  48.445494   26.573979   71.909188
32 2025-09-30  49.208124   25.340829   72.203386
33 2025-10-31  49.996176   25.333504   72.267344
34 2025-11-30  50.758807   29.366049   74.333515
14:01:03 - cmdstanpy - INFO - Chain [1] start processing
14:01:03 - cmdstanpy - INFO - Chain [1] done processing
14:01:03 - cmdstanpy - INFO - Chain [1] start processing
14:01:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 407:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.316147   17.644127   62.481059
31 2025-08-31  40.991218   18.656405   63.282037
32 2025-09-30  40.676771   17.875897   62.173859
33 2025-10-31  40.351842   18.132141   62.273851
34 2025-11-30  40.037395   17.766710   61.530536
Forecast for Australia and Product 408:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.954817   32.018395   61.679207
31 2025-08-31  47.204720   32.151669   62.727324
32 2025-09-30  47.446561   31.823974   61.909396
33 2025-10-31  47.696463   33.439415   63.464164
34 2025-11-30  47.938304   32.862125   62.393413
14:01:03 - cmdstanpy - INFO - Chain [1] start processing
14:01:03 - cmdstanpy - INFO - Chain [1] done processing
14:01:03 - cmdstanpy - INFO - Chain [1] start processing
14:01:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 409:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.716793   19.311352   46.825898
31 2025-08-31  32.542972   18.790306   46.304725
32 2025-09-30  32.374758   18.949986   46.367983
33 2025-10-31  32.200937   18.562728   45.055142
34 2025-11-30  32.032723   18.337042   46.902440
Forecast for Australia and Product 410:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.840779   21.809059   53.737986
31 2025-08-31  37.976902   22.076308   53.657829
32 2025-09-30  38.108633   22.072701   54.591893
33 2025-10-31  38.244756   21.643055   55.463446
34 2025-11-30  38.376488   21.498249   53.995879
14:01:03 - cmdstanpy - INFO - Chain [1] start processing
14:01:04 - cmdstanpy - INFO - Chain [1] done processing
14:01:04 - cmdstanpy - INFO - Chain [1] start processing
14:01:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 411:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.117421   21.982886   49.992270
31 2025-08-31  34.963067   20.845764   50.163621
32 2025-09-30  34.813691   20.775609   48.375084
33 2025-10-31  34.659337   20.851879   48.177494
34 2025-11-30  34.509962   19.667305   48.012402
Forecast for Australia and Product 412:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.726632   12.502412   45.998246
31 2025-08-31  29.304585   12.288397   45.246486
32 2025-09-30  28.896152   11.847097   45.345853
33 2025-10-31  28.474105   12.686961   45.231138
34 2025-11-30  28.065672   11.742222   44.597803
14:01:04 - cmdstanpy - INFO - Chain [1] start processing
14:01:04 - cmdstanpy - INFO - Chain [1] done processing
14:01:04 - cmdstanpy - INFO - Chain [1] start processing
14:01:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 413:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.715464   -1.868567   36.559073
31 2025-08-31  17.731618   -3.272576   37.284760
32 2025-09-30  16.779509   -3.023591   37.117846
33 2025-10-31  15.795662   -4.173765   36.477584
34 2025-11-30  14.843553   -6.152494   34.318142
Forecast for Australia and Product 414:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.676672    6.085873   53.930812
31 2025-08-31  30.023144    6.973583   53.144695
32 2025-09-30  29.390697    5.129402   52.900073
33 2025-10-31  28.737169    3.427681   54.604913
34 2025-11-30  28.104723    3.280087   53.309924
14:01:04 - cmdstanpy - INFO - Chain [1] start processing
14:01:04 - cmdstanpy - INFO - Chain [1] done processing
14:01:04 - cmdstanpy - INFO - Chain [1] start processing
14:01:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 415:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.649510   13.452657   58.240967
31 2025-08-31  36.487376   12.227900   57.059986
32 2025-09-30  36.330471   14.530947   60.221932
33 2025-10-31  36.168336   13.099686   59.853415
34 2025-11-30  36.011431   14.502791   58.790609
Forecast for Australia and Product 416:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.991854   29.269267   63.218827
31 2025-08-31  46.295365   31.146161   63.125475
32 2025-09-30  46.589085   28.485786   64.035164
33 2025-10-31  46.892596   29.852986   64.289951
34 2025-11-30  47.186316   29.924411   63.813826
14:01:05 - cmdstanpy - INFO - Chain [1] start processing
14:01:05 - cmdstanpy - INFO - Chain [1] done processing
14:01:05 - cmdstanpy - INFO - Chain [1] start processing
14:01:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 417:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.424269   35.771164   69.988087
31 2025-08-31  53.346597   36.669170   70.242081
32 2025-09-30  54.239172   37.818257   71.550752
33 2025-10-31  55.161499   37.663869   72.432025
34 2025-11-30  56.054074   39.128184   72.838160
Forecast for Australia and Product 418:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.494308    9.344386   56.712293
31 2025-08-31  29.759068    6.785601   52.187255
32 2025-09-30  29.047546    4.383052   54.167612
33 2025-10-31  28.312306    4.120726   53.445836
34 2025-11-30  27.600784    1.442506   51.852161
14:01:05 - cmdstanpy - INFO - Chain [1] start processing
14:01:05 - cmdstanpy - INFO - Chain [1] done processing
14:01:05 - cmdstanpy - INFO - Chain [1] start processing
14:01:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 419:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.581554   11.256167   55.224334
31 2025-08-31  31.990974   10.017728   54.983672
32 2025-09-30  31.419446    8.504927   55.294137
33 2025-10-31  30.828866    9.184539   53.566840
34 2025-11-30  30.257338    9.558119   52.663430
Forecast for Australia and Product 420:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.865352   22.576520   62.329933
31 2025-08-31  42.835129   22.864007   63.238260
32 2025-09-30  42.805882   21.421202   62.332078
33 2025-10-31  42.775659   23.079238   63.763871
34 2025-11-30  42.746412   22.434233   62.481115
14:01:05 - cmdstanpy - INFO - Chain [1] start processing
14:01:05 - cmdstanpy - INFO - Chain [1] done processing
14:01:05 - cmdstanpy - INFO - Chain [1] start processing
14:01:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 421:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.228988   30.280262   65.520229
31 2025-08-31  48.555931   30.721090   67.183627
32 2025-09-30  48.872328   31.160179   67.292147
33 2025-10-31  49.199271   29.161618   66.533414
34 2025-11-30  49.515667   32.125333   67.683603
Forecast for Australia and Product 422:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.963878   29.507853   64.180089
31 2025-08-31  47.582022   31.188587   64.607960
32 2025-09-30  48.180226   31.211621   64.929846
33 2025-10-31  48.798370   32.316769   66.251246
34 2025-11-30  49.396574   32.326639   65.874634
14:01:06 - cmdstanpy - INFO - Chain [1] start processing
14:01:06 - cmdstanpy - INFO - Chain [1] done processing
14:01:06 - cmdstanpy - INFO - Chain [1] start processing
14:01:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 423:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.462560   10.466927   60.894868
31 2025-08-31  36.518837   10.245674   60.798680
32 2025-09-30  36.573299   11.537007   59.367118
33 2025-10-31  36.629576   13.934174   61.299628
34 2025-11-30  36.684038   12.541427   60.214473
Forecast for Australia and Product 424:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.591618   30.482429   61.425419
31 2025-08-31  45.894609   32.107658   61.423351
32 2025-09-30  46.187826   30.890465   60.882945
33 2025-10-31  46.490817   31.931957   60.137493
34 2025-11-30  46.784034   33.049304   61.108037
14:01:06 - cmdstanpy - INFO - Chain [1] start processing
14:01:06 - cmdstanpy - INFO - Chain [1] done processing
14:01:06 - cmdstanpy - INFO - Chain [1] start processing
14:01:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 425:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.903740   26.811806   61.190262
31 2025-08-31  44.033922   24.366707   64.021376
32 2025-09-30  44.159904   26.208125   63.092797
33 2025-10-31  44.290085   26.406875   62.322122
34 2025-11-30  44.416068   26.491688   61.909698
Forecast for Australia and Product 426:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.780861    8.790715   57.228298
31 2025-08-31  32.352427    6.767048   55.694408
32 2025-09-30  31.937814    6.771147   56.607930
33 2025-10-31  31.509380    8.152942   54.817622
34 2025-11-30  31.094766    6.431033   55.305808
14:01:06 - cmdstanpy - INFO - Chain [1] start processing
14:01:06 - cmdstanpy - INFO - Chain [1] done processing
14:01:06 - cmdstanpy - INFO - Chain [1] start processing
14:01:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 427:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.125175   34.476203   70.318040
31 2025-08-31  52.597910   36.398302   69.355238
32 2025-09-30  53.055397   37.272949   69.624793
33 2025-10-31  53.528132   36.872977   69.621981
34 2025-11-30  53.985618   37.372963   69.338733
Forecast for Australia and Product 428:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.505072   27.402444   66.900673
31 2025-08-31  47.735089   28.062889   67.838841
32 2025-09-30  47.957686   28.645465   68.055586
33 2025-10-31  48.187702   29.476777   67.127157
34 2025-11-30  48.410299   29.957695   69.034256
14:01:07 - cmdstanpy - INFO - Chain [1] start processing
14:01:07 - cmdstanpy - INFO - Chain [1] done processing
14:01:07 - cmdstanpy - INFO - Chain [1] start processing
14:01:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 429:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.743714   21.488764   63.525297
31 2025-08-31  42.084866   21.775037   63.794594
32 2025-09-30  42.415013   20.028692   64.163093
33 2025-10-31  42.756164   21.339096   63.992308
34 2025-11-30  43.086311   21.758256   64.093170
Forecast for Australia and Product 430:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.138868   -4.002114   43.930928
31 2025-08-31  18.089865   -5.461150   42.254029
32 2025-09-30  17.074701   -7.867064   38.823917
33 2025-10-31  16.025698   -9.280942   41.277818
34 2025-11-30  15.010534   -8.464675   38.123576
14:01:07 - cmdstanpy - INFO - Chain [1] start processing
14:01:07 - cmdstanpy - INFO - Chain [1] done processing
14:01:07 - cmdstanpy - INFO - Chain [1] start processing
14:01:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 431:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.331270   19.281006   62.826390
31 2025-08-31  40.246515   19.620679   62.441432
32 2025-09-30  40.164494   18.881228   62.466964
33 2025-10-31  40.079739   17.017438   59.984079
34 2025-11-30  39.997718   19.938076   61.726607
Forecast for Australia and Product 432:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.965267   11.508281   62.493777
31 2025-08-31  35.725439   11.373183   61.897488
32 2025-09-30  35.493347    9.412216   60.595442
33 2025-10-31  35.253519    9.248234   61.765688
34 2025-11-30  35.021428    8.022925   60.001852
14:01:07 - cmdstanpy - INFO - Chain [1] start processing
14:01:07 - cmdstanpy - INFO - Chain [1] done processing
14:01:08 - cmdstanpy - INFO - Chain [1] start processing
14:01:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 433:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.307224   25.754558   60.965893
31 2025-08-31  43.435671   25.614765   61.462918
32 2025-09-30  43.559975   25.326605   61.739089
33 2025-10-31  43.688421   26.976543   61.833620
34 2025-11-30  43.812725   27.541989   61.623520
Forecast for Australia and Product 434:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.737604   18.485576   64.564722
31 2025-08-31  40.726270   19.251778   62.258336
32 2025-09-30  40.715302   18.481260   63.262565
33 2025-10-31  40.703969   16.124317   63.300938
34 2025-11-30  40.693001   17.804835   63.933824
14:01:08 - cmdstanpy - INFO - Chain [1] start processing
14:01:08 - cmdstanpy - INFO - Chain [1] done processing
14:01:08 - cmdstanpy - INFO - Chain [1] start processing
14:01:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 435:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.247149   17.671883   50.603916
31 2025-08-31  33.780480   17.305058   51.166973
32 2025-09-30  33.328866   18.073919   50.480495
33 2025-10-31  32.862198   17.071184   50.426824
34 2025-11-30  32.410584   15.570458   48.946881
Forecast for Australia and Product 436:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.765912    0.399497   33.115374
31 2025-08-31  14.600017   -1.624825   31.744091
32 2025-09-30  13.471732   -3.289442   30.014310
33 2025-10-31  12.305837   -4.429322   29.501180
34 2025-11-30  11.177551   -5.453694   26.710364
14:01:08 - cmdstanpy - INFO - Chain [1] start processing
14:01:08 - cmdstanpy - INFO - Chain [1] done processing
14:01:08 - cmdstanpy - INFO - Chain [1] start processing
14:01:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 437:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.746522   18.057410   52.066480
31 2025-08-31  34.133940   18.622037   50.107514
32 2025-09-30  33.541118   18.654326   50.552350
33 2025-10-31  32.928536   16.024481   49.205579
34 2025-11-30  32.335714   15.702687   47.591781
Forecast for Australia and Product 438:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.043669   18.007236   62.347802
31 2025-08-31  40.040231   20.002492   61.458243
32 2025-09-30  40.036904   18.369032   61.279427
33 2025-10-31  40.033467   18.312734   61.573226
34 2025-11-30  40.030140   17.984547   63.943273
14:01:08 - cmdstanpy - INFO - Chain [1] start processing
14:01:08 - cmdstanpy - INFO - Chain [1] done processing
14:01:09 - cmdstanpy - INFO - Chain [1] start processing
14:01:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 439:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.133221    9.934553   48.353435
31 2025-08-31  28.565897    9.214202   47.824188
32 2025-09-30  28.016873   10.198468   49.266797
33 2025-10-31  27.449549    7.334064   48.350401
34 2025-11-30  26.900525    9.970720   46.720790
Forecast for Australia and Product 440:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.351990   21.669637   56.030875
31 2025-08-31  38.266350   19.780207   56.011903
32 2025-09-30  38.183473   19.219990   54.804866
33 2025-10-31  38.097833   19.878339   56.932508
34 2025-11-30  38.014956   19.830073   56.371774
14:01:09 - cmdstanpy - INFO - Chain [1] start processing
14:01:09 - cmdstanpy - INFO - Chain [1] done processing
14:01:09 - cmdstanpy - INFO - Chain [1] start processing
14:01:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 441:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.899094   13.022064   46.043440
31 2025-08-31  29.357888   14.190255   45.129422
32 2025-09-30  28.834141   13.005118   44.382180
33 2025-10-31  28.292935   12.622187   44.867614
34 2025-11-30  27.769187   10.396522   43.899925
Forecast for Australia and Product 442:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.525448   24.563093   59.458211
31 2025-08-31  42.404619   25.382031   60.795477
32 2025-09-30  42.287687   25.774573   60.753242
33 2025-10-31  42.166858   23.529229   60.513695
34 2025-11-30  42.049926   23.551197   60.110763
14:01:09 - cmdstanpy - INFO - Chain [1] start processing
14:01:09 - cmdstanpy - INFO - Chain [1] done processing
14:01:09 - cmdstanpy - INFO - Chain [1] start processing
14:01:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 443:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.600049   20.622977   62.704071
31 2025-08-31  41.623130   22.749526   62.847742
32 2025-09-30  41.645466   21.898857   62.658506
33 2025-10-31  41.668547   19.428840   61.967433
34 2025-11-30  41.690884   22.798536   61.889845
Forecast for Australia and Product 444:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.268554   29.568995   67.555598
31 2025-08-31  49.674276   30.865518   67.479389
32 2025-09-30  50.066910   31.560509   66.619319
33 2025-10-31  50.472632   30.949356   70.539324
34 2025-11-30  50.865266   31.855039   70.162308
14:01:09 - cmdstanpy - INFO - Chain [1] start processing
14:01:10 - cmdstanpy - INFO - Chain [1] done processing
14:01:10 - cmdstanpy - INFO - Chain [1] start processing
14:01:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 445:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.840345   19.928803   54.785945
31 2025-08-31  36.845146   20.980193   53.964557
32 2025-09-30  36.849792   18.959139   54.799201
33 2025-10-31  36.854593   21.063675   53.819125
34 2025-11-30  36.859239   20.897615   51.845035
Forecast for Australia and Product 446:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.492443   -0.215186   40.280135
31 2025-08-31  19.288182   -1.017015   40.699380
32 2025-09-30  18.122768   -2.775044   40.426680
33 2025-10-31  16.918506   -4.522696   38.517366
34 2025-11-30  15.753092   -6.230856   35.780185
14:01:10 - cmdstanpy - INFO - Chain [1] start processing
14:01:10 - cmdstanpy - INFO - Chain [1] done processing
14:01:10 - cmdstanpy - INFO - Chain [1] start processing
14:01:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 447:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.411904   22.416190   60.321115
31 2025-08-31  41.409138   23.508122   60.976339
32 2025-09-30  41.406461   22.027212   59.445660
33 2025-10-31  41.403695   22.184627   61.922900
34 2025-11-30  41.401018   21.567275   59.618968
Forecast for Australia and Product 448:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.564812   22.033367   71.817302
31 2025-08-31  44.764841   19.364177   66.888515
32 2025-09-30  44.958417   20.147143   69.278856
33 2025-10-31  45.158445   21.837875   69.629000
34 2025-11-30  45.352022   20.272670   68.325541
14:01:10 - cmdstanpy - INFO - Chain [1] start processing
14:01:10 - cmdstanpy - INFO - Chain [1] done processing
14:01:10 - cmdstanpy - INFO - Chain [1] start processing
14:01:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 449:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.997082    2.240054   43.061185
31 2025-08-31  21.279050    0.028621   43.856587
32 2025-09-30  20.584179   -1.087511   40.696181
33 2025-10-31  19.866147   -0.558325   41.850176
34 2025-11-30  19.171276   -0.804892   38.737289
Forecast for Australia and Product 450:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.526228   12.754802   49.375870
31 2025-08-31  31.028876   13.170609   49.011658
32 2025-09-30  30.547568   13.790918   47.608571
33 2025-10-31  30.050216   12.945082   47.805545
34 2025-11-30  29.568907   11.169729   46.832717
14:01:11 - cmdstanpy - INFO - Chain [1] start processing
14:01:11 - cmdstanpy - INFO - Chain [1] done processing
14:01:11 - cmdstanpy - INFO - Chain [1] start processing
14:01:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 451:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.174111   28.161001   63.489244
31 2025-08-31  46.465610   29.734408   65.572188
32 2025-09-30  46.747705   29.228365   64.329391
33 2025-10-31  47.039204   29.025356   64.585245
34 2025-11-30  47.321300   28.902347   64.600896
Forecast for Australia and Product 452:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.192362   19.275475   46.078694
31 2025-08-31  31.942815   18.354016   44.526288
32 2025-09-30  31.701317   18.372417   45.829413
33 2025-10-31  31.451770   17.517930   45.588312
34 2025-11-30  31.210273   16.270951   45.412943
14:01:11 - cmdstanpy - INFO - Chain [1] start processing
14:01:11 - cmdstanpy - INFO - Chain [1] done processing
14:01:11 - cmdstanpy - INFO - Chain [1] start processing
14:01:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 453:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.547928   19.197298   57.535546
31 2025-08-31  39.492610   20.859423   60.408607
32 2025-09-30  39.439077   18.603606   57.886165
33 2025-10-31  39.383758   19.584518   59.325796
34 2025-11-30  39.330225   18.598202   58.606483
14:01:11 - cmdstanpy - INFO - Chain [1] start processing
14:01:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 454:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.124000   14.295337   60.351351
31 2025-08-31  36.797362   14.896366   60.473384
32 2025-09-30  36.481261   14.381095   60.155929
33 2025-10-31  36.154623   13.534069   58.793379
34 2025-11-30  35.838522   12.266200   57.660127
Forecast for Australia and Product 455:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.434233   16.649847   51.727013
31 2025-08-31  33.014928   13.530513   51.525163
32 2025-09-30  32.609149   13.560539   51.588688
33 2025-10-31  32.189844   13.672920   50.119269
34 2025-11-30  31.784065   13.736819   50.172167
14:01:12 - cmdstanpy - INFO - Chain [1] start processing
14:01:12 - cmdstanpy - INFO - Chain [1] done processing
14:01:12 - cmdstanpy - INFO - Chain [1] start processing
14:01:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 456:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.644966   17.599694   66.635018
31 2025-08-31  42.664372   17.371540   65.555314
32 2025-09-30  42.683152   18.310763   67.466018
33 2025-10-31  42.702558   19.015795   65.808408
34 2025-11-30  42.721338   18.192609   65.787606
Forecast for Australia and Product 457:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.546442   33.401081   67.245964
31 2025-08-31  51.137783   33.895103   68.754947
32 2025-09-30  51.710050   33.897024   68.233810
33 2025-10-31  52.301392   34.787703   69.817833
34 2025-11-30  52.873658   35.522450   69.680180
14:01:12 - cmdstanpy - INFO - Chain [1] start processing
14:01:12 - cmdstanpy - INFO - Chain [1] done processing
14:01:12 - cmdstanpy - INFO - Chain [1] start processing
14:01:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 458:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.676179   38.808699   69.989471
31 2025-08-31  55.353391   39.029640   71.192383
32 2025-09-30  56.008757   39.184228   71.234931
33 2025-10-31  56.685969   40.587036   72.638368
34 2025-11-30  57.341336   41.963384   72.133151
Forecast for Australia and Product 459:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.800806    7.905783   33.935262
31 2025-08-31  19.865823    7.175990   32.947208
32 2025-09-30  18.961002    6.275815   31.912292
33 2025-10-31  18.026019    5.126786   30.440537
34 2025-11-30  17.121198    3.993824   30.352299
14:01:12 - cmdstanpy - INFO - Chain [1] start processing
14:01:12 - cmdstanpy - INFO - Chain [1] done processing
14:01:12 - cmdstanpy - INFO - Chain [1] start processing
14:01:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 460:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.635179   18.687304   52.358973
31 2025-08-31  35.427397   17.970311   51.911092
32 2025-09-30  35.226319   17.681020   51.166779
33 2025-10-31  35.018537   17.807130   52.582675
34 2025-11-30  34.817459   17.159829   52.312127
Forecast for Australia and Product 461:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.323582   37.770654   66.479668
31 2025-08-31  52.879725   36.681300   67.057450
32 2025-09-30  53.417927   38.768242   68.899998
33 2025-10-31  53.974070   39.120168   68.997882
34 2025-11-30  54.512273   39.348344   69.755873
14:01:13 - cmdstanpy - INFO - Chain [1] start processing
14:01:13 - cmdstanpy - INFO - Chain [1] done processing
14:01:13 - cmdstanpy - INFO - Chain [1] start processing
14:01:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 462:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.426866   26.985211   64.833699
31 2025-08-31  46.712562   29.780664   63.929917
32 2025-09-30  46.989042   30.156949   63.257277
33 2025-10-31  47.274739   29.953891   63.975751
34 2025-11-30  47.551219   29.240023   65.138877
Forecast for Australia and Product 463:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.359547    8.513512   54.266979
31 2025-08-31  32.081344   10.614935   54.738681
32 2025-09-30  31.812116   10.046571   53.128379
33 2025-10-31  31.533913    9.703338   56.536253
34 2025-11-30  31.264684    8.186429   54.407764
14:01:13 - cmdstanpy - INFO - Chain [1] start processing
14:01:13 - cmdstanpy - INFO - Chain [1] done processing
14:01:13 - cmdstanpy - INFO - Chain [1] start processing
14:01:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 464:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.480878   18.922200   48.859589
31 2025-08-31  34.290464   18.293324   50.359344
32 2025-09-30  34.106191   19.433509   50.763304
33 2025-10-31  33.915777   18.921999   47.565665
34 2025-11-30  33.731504   17.231442   48.672265
Forecast for Australia and Product 465:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.602853   22.294603   59.423054
31 2025-08-31  40.728127   21.667830   58.204935
32 2025-09-30  40.849360   20.864191   59.881177
33 2025-10-31  40.974634   22.765577   60.347317
34 2025-11-30  41.095867   22.694423   58.510808
14:01:13 - cmdstanpy - INFO - Chain [1] start processing
14:01:13 - cmdstanpy - INFO - Chain [1] done processing
14:01:14 - cmdstanpy - INFO - Chain [1] start processing
14:01:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 466:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.105954    1.622263   40.693323
31 2025-08-31  20.179887    2.174215   39.672884
32 2025-09-30  19.283694   -0.767887   37.846648
33 2025-10-31  18.357627    1.291657   37.587099
34 2025-11-30  17.461434   -0.836278   36.509868
Forecast for Australia and Product 467:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.687936    7.254402   44.197757
31 2025-08-31  25.114436    7.494209   45.322791
32 2025-09-30  24.559436    6.380951   41.540744
33 2025-10-31  23.985936    6.746211   42.411201
34 2025-11-30  23.430936    4.205812   42.182921
14:01:14 - cmdstanpy - INFO - Chain [1] start processing
14:01:14 - cmdstanpy - INFO - Chain [1] done processing
14:01:14 - cmdstanpy - INFO - Chain [1] start processing
14:01:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 468:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.004869   29.250790   72.672503
31 2025-08-31  52.481977   32.057692   73.296870
32 2025-09-30  52.943695   33.082055   73.345077
33 2025-10-31  53.420804   32.560368   75.057466
34 2025-11-30  53.882522   31.816134   74.043046
Forecast for Australia and Product 469:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.332316   27.354610   58.569478
31 2025-08-31  43.576289   27.076744   59.759739
32 2025-09-30  43.812392   27.319229   59.971379
33 2025-10-31  44.056365   27.810429   60.277069
34 2025-11-30  44.292468   28.274975   59.778282
14:01:14 - cmdstanpy - INFO - Chain [1] start processing
14:01:14 - cmdstanpy - INFO - Chain [1] done processing
14:01:14 - cmdstanpy - INFO - Chain [1] start processing
14:01:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 470:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.368983    9.425450   37.309838
31 2025-08-31  22.533650    8.683543   37.449893
32 2025-09-30  21.725262    7.856142   36.793824
33 2025-10-31  20.889929    5.999074   35.043088
34 2025-11-30  20.081542    5.845946   35.737065
Forecast for Australia and Product 471:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.577537   20.975594   51.576707
31 2025-08-31  36.789990   21.388641   52.814750
32 2025-09-30  36.995589   20.879195   53.203997
33 2025-10-31  37.208042   22.333486   53.044656
34 2025-11-30  37.413641   23.079028   52.631725
14:01:14 - cmdstanpy - INFO - Chain [1] start processing
14:01:14 - cmdstanpy - INFO - Chain [1] done processing
14:01:15 - cmdstanpy - INFO - Chain [1] start processing
14:01:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 472:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.157581   14.536970   59.821605
31 2025-08-31  37.945338   14.629794   62.330677
32 2025-09-30  37.739941   13.738414   61.776959
33 2025-10-31  37.527698   14.699095   59.986687
34 2025-11-30  37.322302   11.070055   60.571114
Forecast for Australia and Product 473:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.580836   29.470878   58.824841
31 2025-08-31  45.061825   31.022077   60.050806
32 2025-09-30  45.527297   30.775983   59.882528
33 2025-10-31  46.008286   30.376035   60.742739
34 2025-11-30  46.473759   31.095006   62.171712
14:01:15 - cmdstanpy - INFO - Chain [1] start processing
14:01:15 - cmdstanpy - INFO - Chain [1] done processing
14:01:15 - cmdstanpy - INFO - Chain [1] start processing
14:01:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 474:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.392374   14.585064   57.032428
31 2025-08-31  35.912434   13.511440   56.430126
32 2025-09-30  35.447975   15.728941   57.935875
33 2025-10-31  34.968035   14.639041   56.117812
34 2025-11-30  34.503577   13.230799   55.012229
Forecast for Australia and Product 475:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.842646   11.885164   58.430453
31 2025-08-31  34.471138   11.189824   57.739423
32 2025-09-30  34.111614   12.336430   56.326281
33 2025-10-31  33.740105   10.343039   56.059133
34 2025-11-30  33.380581   11.033774   56.673690
14:01:15 - cmdstanpy - INFO - Chain [1] start processing
14:01:15 - cmdstanpy - INFO - Chain [1] done processing
14:01:15 - cmdstanpy - INFO - Chain [1] start processing
14:01:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 476:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.014405   24.267614   54.650403
31 2025-08-31  38.770587   23.114948   55.679659
32 2025-09-30  38.534634   22.688793   54.677909
33 2025-10-31  38.290816   22.793197   55.684914
34 2025-11-30  38.054863   21.279629   54.394770
Forecast for Australia and Product 477:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.181967   28.832698   59.826669
31 2025-08-31  44.294339   30.407077   59.366269
32 2025-09-30  44.403087   29.273271   58.980895
33 2025-10-31  44.515460   28.947582   59.370768
34 2025-11-30  44.624208   29.924554   59.084814
14:01:15 - cmdstanpy - INFO - Chain [1] start processing
14:01:15 - cmdstanpy - INFO - Chain [1] done processing
14:01:16 - cmdstanpy - INFO - Chain [1] start processing
14:01:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 478:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.908763   16.018294   54.058381
31 2025-08-31  34.658744   15.469151   53.092559
32 2025-09-30  34.416789   16.535448   55.845800
33 2025-10-31  34.166770   14.121115   53.767488
34 2025-11-30  33.924815   14.144411   53.203236
Forecast for Australia and Product 479:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.026185   26.054365   71.717166
31 2025-08-31  50.354483   28.549696   71.982617
32 2025-09-30  50.672191   28.258297   75.001805
33 2025-10-31  51.000489   30.170683   71.428649
34 2025-11-30  51.318197   30.205971   73.533458
14:01:16 - cmdstanpy - INFO - Chain [1] start processing
14:01:16 - cmdstanpy - INFO - Chain [1] done processing
14:01:16 - cmdstanpy - INFO - Chain [1] start processing
14:01:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 480:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.684721   19.891516   48.065939
31 2025-08-31  33.474698   20.635864   48.105306
32 2025-09-30  33.271450   18.077717   46.875014
33 2025-10-31  33.061427   19.402969   47.739694
34 2025-11-30  32.858179   18.576080   46.994115
Forecast for Australia and Product 481:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.807549    7.107019   56.424929
31 2025-08-31  30.613318    7.291874   52.618752
32 2025-09-30  30.425353    5.475087   52.614379
33 2025-10-31  30.231122    7.031247   54.694583
34 2025-11-30  30.043157    4.271165   54.962358
14:01:16 - cmdstanpy - INFO - Chain [1] start processing
14:01:16 - cmdstanpy - INFO - Chain [1] done processing
14:01:16 - cmdstanpy - INFO - Chain [1] start processing
14:01:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 482:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.579882   -3.750416   34.036399
31 2025-08-31  14.294986   -4.283107   32.732476
32 2025-09-30  13.051539   -6.050708   31.022743
33 2025-10-31  11.766643   -7.118818   30.749238
34 2025-11-30  10.523195   -7.074421   27.737894
14:01:17 - cmdstanpy - INFO - Chain [1] start processing
14:01:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 483:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.563925   12.848524   46.122875
31 2025-08-31  29.976893   13.640561   45.517035
32 2025-09-30  29.408796   13.182881   45.262669
33 2025-10-31  28.821764   13.085522   45.563046
34 2025-11-30  28.253668   12.147614   42.800129
Forecast for Australia and Product 484:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.704622   27.951999   59.393826
31 2025-08-31  43.975271   28.686160   61.089055
32 2025-09-30  44.237189   28.869571   60.302907
33 2025-10-31  44.507838   28.941543   60.559827
34 2025-11-30  44.769757   29.023064   59.763048
14:01:17 - cmdstanpy - INFO - Chain [1] start processing
14:01:17 - cmdstanpy - INFO - Chain [1] done processing
14:01:17 - cmdstanpy - INFO - Chain [1] start processing
14:01:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 485:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.282030   24.784432   61.986092
31 2025-08-31  43.267526   25.645315   61.903810
32 2025-09-30  43.253490   24.768660   61.365157
33 2025-10-31  43.238986   24.721764   63.258579
34 2025-11-30  43.224950   24.259106   61.747255
Forecast for Australia and Product 486:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.998794   11.441024   50.539274
31 2025-08-31  30.447233   11.796304   49.951819
32 2025-09-30  29.913465   10.416611   50.031881
33 2025-10-31  29.361904    8.848789   50.285539
34 2025-11-30  28.828135    8.395690   48.345964
14:01:17 - cmdstanpy - INFO - Chain [1] start processing
14:01:17 - cmdstanpy - INFO - Chain [1] done processing
14:01:17 - cmdstanpy - INFO - Chain [1] start processing
14:01:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 487:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.539388   30.220069   67.988929
31 2025-08-31  50.104437   31.633251   69.267057
32 2025-09-30  50.651259   31.861883   69.194927
33 2025-10-31  51.216309   33.348587   69.920684
34 2025-11-30  51.763131   33.895554   69.647195
Forecast for Australia and Product 488:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.320773   31.911205   69.949062
31 2025-08-31  52.003780   33.785647   70.603873
32 2025-09-30  52.664754   34.705589   72.056191
33 2025-10-31  53.347761   34.723461   70.991641
34 2025-11-30  54.008736   35.173391   72.874546
14:01:18 - cmdstanpy - INFO - Chain [1] start processing
14:01:18 - cmdstanpy - INFO - Chain [1] done processing
14:01:18 - cmdstanpy - INFO - Chain [1] start processing
14:01:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 489:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.285487    0.644088   39.623057
31 2025-08-31  19.308594   -0.048904   38.703961
32 2025-09-30  18.363214   -0.388681   39.440670
33 2025-10-31  17.386321   -1.498398   37.111194
34 2025-11-30  16.440940   -1.784861   36.206152
Forecast for Australia and Product 490:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.691179   14.807981   57.209058
31 2025-08-31  36.351920   14.298699   59.136432
32 2025-09-30  36.023605   12.866506   57.160160
33 2025-10-31  35.684346   13.807924   57.587306
34 2025-11-30  35.356031   13.010968   58.648662
14:01:18 - cmdstanpy - INFO - Chain [1] start processing
14:01:18 - cmdstanpy - INFO - Chain [1] done processing
14:01:18 - cmdstanpy - INFO - Chain [1] start processing
14:01:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 491:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.257482   14.518731   61.146479
31 2025-08-31  37.207764   15.607914   60.944399
32 2025-09-30  37.159650   16.522585   59.063769
33 2025-10-31  37.109931   15.312490   60.235915
34 2025-11-30  37.061817   15.109855   59.230865
Forecast for Australia and Product 492:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.975916   18.698686   55.155253
31 2025-08-31  36.957463   18.808259   55.741878
32 2025-09-30  36.939605   19.245885   56.627499
33 2025-10-31  36.921152   17.695429   55.062186
34 2025-11-30  36.903295   18.258476   55.190351
14:01:18 - cmdstanpy - INFO - Chain [1] start processing
14:01:18 - cmdstanpy - INFO - Chain [1] done processing
14:01:18 - cmdstanpy - INFO - Chain [1] start processing
14:01:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 493:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.686556   14.344676   56.625693
31 2025-08-31  36.569304   16.530665   57.741454
32 2025-09-30  36.455835   14.081463   57.645865
33 2025-10-31  36.338583   14.839345   56.872255
34 2025-11-30  36.225114   16.482813   57.886820
Forecast for Australia and Product 494:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.857168   32.811436   63.598769
31 2025-08-31  48.393679   33.175254   64.098170
32 2025-09-30  48.912884   33.681492   64.858607
33 2025-10-31  49.449396   34.307863   65.102258
34 2025-11-30  49.968600   34.308445   65.478257
14:01:19 - cmdstanpy - INFO - Chain [1] start processing
14:01:19 - cmdstanpy - INFO - Chain [1] done processing
14:01:19 - cmdstanpy - INFO - Chain [1] start processing
14:01:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 495:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.235912   28.403263   66.434991
31 2025-08-31  47.499526   29.136500   66.565633
32 2025-09-30  47.754637   28.766208   65.847224
33 2025-10-31  48.018251   29.138702   67.155866
34 2025-11-30  48.273362   30.747872   66.549990
Forecast for Australia and Product 496:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.604443   11.251621   43.241279
31 2025-08-31  26.072998   11.065706   41.344794
32 2025-09-30  25.558696   10.507165   40.477419
33 2025-10-31  25.027251    9.240845   40.969148
34 2025-11-30  24.512950    7.570528   39.475537
14:01:19 - cmdstanpy - INFO - Chain [1] start processing
14:01:19 - cmdstanpy - INFO - Chain [1] done processing
14:01:19 - cmdstanpy - INFO - Chain [1] start processing
14:01:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 497:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.773274   31.268481   62.839274
31 2025-08-31  46.887218   31.643490   62.356510
32 2025-09-30  46.997487   30.753162   62.648640
33 2025-10-31  47.111431   31.186475   62.181343
34 2025-11-30  47.221699   30.812363   63.223741
Forecast for Australia and Product 498:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.976927   40.313150   77.616344
31 2025-08-31  59.819318   41.146255   78.823656
32 2025-09-30  60.634536   40.750208   79.868210
33 2025-10-31  61.476927   43.485496   80.923107
34 2025-11-30  62.292145   43.192788   80.498792
14:01:19 - cmdstanpy - INFO - Chain [1] start processing
14:01:19 - cmdstanpy - INFO - Chain [1] done processing
14:01:19 - cmdstanpy - INFO - Chain [1] start processing
14:01:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 499:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.006151    1.353897   47.019464
31 2025-08-31  24.185998    1.767817   46.634514
32 2025-09-30  23.392301    1.303616   46.836463
33 2025-10-31  22.572148    1.519599   46.015578
34 2025-11-30  21.778451   -0.659597   44.975366
Forecast for Australia and Product 500:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.955251   23.306555   60.338090
31 2025-08-31  42.141317   24.705397   60.788703
32 2025-09-30  42.321380   23.916530   59.843840
33 2025-10-31  42.507446   23.636034   60.297283
34 2025-11-30  42.687510   22.427930   60.551400
14:01:20 - cmdstanpy - INFO - Chain [1] start processing
14:01:20 - cmdstanpy - INFO - Chain [1] done processing
14:01:20 - cmdstanpy - INFO - Chain [1] start processing
14:01:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 501:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.329236   12.645380   55.965693
31 2025-08-31  34.165285   10.575196   54.160694
32 2025-09-30  34.006622   13.135534   55.816119
33 2025-10-31  33.842671   13.033093   55.024933
34 2025-11-30  33.684009   12.164304   55.018680
Forecast for Australia and Product 502:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.044311    4.688418   55.196359
31 2025-08-31  29.195571    4.573600   55.593660
32 2025-09-30  28.374210    2.013479   54.860448
33 2025-10-31  27.525471    2.855020   51.867124
34 2025-11-30  26.704110    0.550970   50.187480
14:01:20 - cmdstanpy - INFO - Chain [1] start processing
14:01:20 - cmdstanpy - INFO - Chain [1] done processing
14:01:20 - cmdstanpy - INFO - Chain [1] start processing
14:01:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 503:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.698449   25.799580   58.830541
31 2025-08-31  41.550904   26.336110   56.294498
32 2025-09-30  41.408118   23.741248   56.218141
33 2025-10-31  41.260573   25.784067   56.163999
34 2025-11-30  41.117787   25.105635   56.822778
Forecast for Australia and Product 504:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.232575    3.324941   33.005101
31 2025-08-31  17.255137    2.678213   31.802894
32 2025-09-30  16.309229    1.590499   31.424473
33 2025-10-31  15.331791    1.048489   30.427847
34 2025-11-30  14.385883   -1.351466   29.806175
14:01:20 - cmdstanpy - INFO - Chain [1] start processing
14:01:20 - cmdstanpy - INFO - Chain [1] done processing
14:01:20 - cmdstanpy - INFO - Chain [1] start processing
14:01:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 505:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.577113   22.819792   66.828713
31 2025-08-31  45.595090   22.670013   64.794189
32 2025-09-30  45.612487   22.380339   68.725134
33 2025-10-31  45.630464   23.527256   68.438554
34 2025-11-30  45.647861   24.554312   66.689057
Forecast for Australia and Product 506:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.909125   21.904641   53.832969
31 2025-08-31  37.621824   20.542570   54.363571
32 2025-09-30  37.343791   19.884313   53.989378
33 2025-10-31  37.056489   20.532043   53.783854
34 2025-11-30  36.778456   20.256027   52.354119
14:01:21 - cmdstanpy - INFO - Chain [1] start processing
14:01:21 - cmdstanpy - INFO - Chain [1] done processing
14:01:21 - cmdstanpy - INFO - Chain [1] start processing
14:01:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 507:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.002151   24.699568   61.359196
31 2025-08-31  43.349499   24.902952   60.942590
32 2025-09-30  43.685642   26.139752   61.846214
33 2025-10-31  44.032990   25.315295   62.683365
34 2025-11-30  44.369134   24.449624   61.617477
14:01:21 - cmdstanpy - INFO - Chain [1] start processing
14:01:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 508:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.772549   28.840472   72.539077
31 2025-08-31  50.909830   30.925627   70.694405
32 2025-09-30  51.042682   31.662539   72.394997
33 2025-10-31  51.179962   31.396456   71.642292
34 2025-11-30  51.312814   31.009952   71.929652
Forecast for Australia and Product 509:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.095295   19.311859   45.667539
31 2025-08-31  31.769547   18.851836   45.036121
32 2025-09-30  31.454307   17.568013   45.385666
33 2025-10-31  31.128558   18.151119   45.277074
34 2025-11-30  30.813318   16.913503   44.485601
14:01:21 - cmdstanpy - INFO - Chain [1] start processing
14:01:21 - cmdstanpy - INFO - Chain [1] done processing
14:01:21 - cmdstanpy - INFO - Chain [1] start processing
14:01:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 510:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.707026   20.800535   49.883550
31 2025-08-31  35.839136   20.125343   49.704651
32 2025-09-30  35.966984   21.161352   50.894399
33 2025-10-31  36.099094   20.289795   49.900395
34 2025-11-30  36.226943   21.091127   50.806725
Forecast for Australia and Product 511:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.889376    1.990825   33.091229
31 2025-08-31  16.609016    0.148565   33.075790
32 2025-09-30  15.369958   -1.061694   31.530998
33 2025-10-31  14.089599   -2.894881   30.185009
34 2025-11-30  12.850541   -3.005674   29.631770
14:01:22 - cmdstanpy - INFO - Chain [1] start processing
14:01:22 - cmdstanpy - INFO - Chain [1] done processing
14:01:22 - cmdstanpy - INFO - Chain [1] start processing
14:01:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 512:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.793031   25.955454   75.009726
31 2025-08-31  51.418239   27.343360   75.923057
32 2025-09-30  52.023278   27.621745   77.879883
33 2025-10-31  52.648486   27.159702   77.463215
34 2025-11-30  53.253526   28.919686   79.314505
Forecast for Australia and Product 513:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.156192   20.090168   51.102302
31 2025-08-31  34.735899   18.399623   49.908710
32 2025-09-30  34.329165   19.114151   50.616597
33 2025-10-31  33.908872   18.919105   48.719144
34 2025-11-30  33.502137   17.912624   50.364120
14:01:22 - cmdstanpy - INFO - Chain [1] start processing
14:01:22 - cmdstanpy - INFO - Chain [1] done processing
14:01:22 - cmdstanpy - INFO - Chain [1] start processing
14:01:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 514:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.084891   17.310742   60.594111
31 2025-08-31  39.032635   18.655443   59.941104
32 2025-09-30  38.982065   19.101890   60.080943
33 2025-10-31  38.929809   16.723436   60.738000
34 2025-11-30  38.879238   17.626954   60.023660
Forecast for Australia and Product 515:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.362224   15.717503   58.143335
31 2025-08-31  36.997691   14.228715   59.119497
32 2025-09-30  36.644917   13.893574   58.956231
33 2025-10-31  36.280383   13.560258   57.310372
34 2025-11-30  35.927609   14.757386   59.883036
14:01:22 - cmdstanpy - INFO - Chain [1] start processing
14:01:22 - cmdstanpy - INFO - Chain [1] done processing
14:01:22 - cmdstanpy - INFO - Chain [1] start processing
14:01:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 516:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.692626    6.945459   44.340863
31 2025-08-31  25.110208    5.477528   43.912533
32 2025-09-30  24.546578    5.974796   44.218019
33 2025-10-31  23.964160    3.709149   42.316044
34 2025-11-30  23.400530    4.617645   41.518446
Forecast for Australia and Product 517:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.944195   18.610729   58.191218
31 2025-08-31  37.911052   17.298669   57.650296
32 2025-09-30  37.878978   17.334021   58.126715
33 2025-10-31  37.845834   16.609992   56.460907
34 2025-11-30  37.813760   17.151821   58.502230
14:01:23 - cmdstanpy - INFO - Chain [1] start processing
14:01:23 - cmdstanpy - INFO - Chain [1] done processing
14:01:23 - cmdstanpy - INFO - Chain [1] start processing
14:01:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 518:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.969908    3.615435   42.242550
31 2025-08-31  22.350939    2.472157   41.571252
32 2025-09-30  21.751938    1.236075   40.829417
33 2025-10-31  21.132970    1.233129   39.554270
34 2025-11-30  20.533968    0.789552   39.124278
Forecast for Australia and Product 519:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.704317   10.845684   45.737893
31 2025-08-31  27.221789   10.841736   44.520047
32 2025-09-30  26.754826    8.785460   44.272701
33 2025-10-31  26.272297    8.203846   42.294020
34 2025-11-30  25.805334    9.446802   43.121044
14:01:23 - cmdstanpy - INFO - Chain [1] start processing
14:01:23 - cmdstanpy - INFO - Chain [1] done processing
14:01:23 - cmdstanpy - INFO - Chain [1] start processing
14:01:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 520:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.075010   10.098705   44.881122
31 2025-08-31  27.483505    9.813099   44.902816
32 2025-09-30  26.911081   10.195233   45.447331
33 2025-10-31  26.319576    9.490575   44.572942
34 2025-11-30  25.747151    9.165407   43.363031
Forecast for Australia and Product 521:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.374851   20.690945   56.670616
31 2025-08-31  39.129170   23.111976   57.642434
32 2025-09-30  38.891415   20.429253   56.573815
33 2025-10-31  38.645734   21.810773   58.131171
34 2025-11-30  38.407978   20.436583   56.252801
14:01:23 - cmdstanpy - INFO - Chain [1] start processing
14:01:23 - cmdstanpy - INFO - Chain [1] done processing
14:01:24 - cmdstanpy - INFO - Chain [1] start processing
14:01:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 522:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.625034   17.900348   59.535959
31 2025-08-31  38.532255   15.059310   58.677868
32 2025-09-30  38.442469   14.906094   59.376434
33 2025-10-31  38.349690   16.940917   60.709890
34 2025-11-30  38.259904   17.073812   58.600307
Forecast for Australia and Product 523:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.761753    7.490557   44.736300
31 2025-08-31  24.842632    6.390046   42.601537
32 2025-09-30  23.953160    6.572754   42.998724
33 2025-10-31  23.034039    4.902487   40.025418
34 2025-11-30  22.144567    6.294871   40.328929
14:01:24 - cmdstanpy - INFO - Chain [1] start processing
14:01:24 - cmdstanpy - INFO - Chain [1] done processing
14:01:24 - cmdstanpy - INFO - Chain [1] start processing
14:01:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 524:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.960237   40.072226   79.093752
31 2025-08-31  60.778587   42.772421   79.873636
32 2025-09-30  61.570538   41.939029   80.360097
33 2025-10-31  62.388889   43.960260   83.526873
34 2025-11-30  63.180840   44.401424   82.866453
Forecast for Australia and Product 525:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.591322   24.040681   58.911177
31 2025-08-31  40.919405   22.575097   59.690002
32 2025-09-30  41.236906   24.599682   59.049573
33 2025-10-31  41.564989   25.887434   58.907941
34 2025-11-30  41.882489   22.953884   58.487212
14:01:24 - cmdstanpy - INFO - Chain [1] start processing
14:01:24 - cmdstanpy - INFO - Chain [1] done processing
14:01:24 - cmdstanpy - INFO - Chain [1] start processing
14:01:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 526:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.296480   29.744921   69.149496
31 2025-08-31  51.769293   31.541117   70.430945
32 2025-09-30  52.226853   32.907212   71.556953
33 2025-10-31  52.699666   32.563846   71.539453
34 2025-11-30  53.157226   32.112011   71.497313
Forecast for Australia and Product 527:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.066494   35.749458   85.444732
31 2025-08-31  61.867160   36.278092   83.304524
32 2025-09-30  62.641998   37.760480   86.479300
33 2025-10-31  63.442663   39.053520   88.682498
34 2025-11-30  64.217501   40.740337   89.074129
14:01:24 - cmdstanpy - INFO - Chain [1] start processing
14:01:24 - cmdstanpy - INFO - Chain [1] done processing
14:01:25 - cmdstanpy - INFO - Chain [1] start processing
14:01:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 528:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.366542   16.939160   55.157285
31 2025-08-31  34.936521   15.627011   52.581708
32 2025-09-30  34.520371   15.295536   53.654884
33 2025-10-31  34.090350   14.547389   53.808485
34 2025-11-30  33.674201   14.985402   53.690719
Forecast for Australia and Product 529:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  32.467113   10.379913   54.730470
30 2025-08-31  32.120696    9.820962   54.851324
31 2025-09-30  31.785453    8.985029   54.593348
32 2025-10-31  31.439036    8.844709   52.998704
33 2025-11-30  31.103793    9.393434   52.853038
14:01:25 - cmdstanpy - INFO - Chain [1] start processing
14:01:25 - cmdstanpy - INFO - Chain [1] done processing
14:01:25 - cmdstanpy - INFO - Chain [1] start processing
14:01:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 530:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.230994   11.271127   55.590566
31 2025-08-31  31.565756   10.375877   53.441577
32 2025-09-30  30.921976    9.875498   51.486170
33 2025-10-31  30.256738    9.396672   52.848269
34 2025-11-30  29.612959    7.416202   49.906764
Forecast for Australia and Product 531:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.663054    7.652537   54.470195
31 2025-08-31  30.173897    6.508921   51.406485
32 2025-09-30  29.700519    5.618279   54.673926
33 2025-10-31  29.211362    7.106795   51.695867
34 2025-11-30  28.737984    6.415125   51.762515
14:01:25 - cmdstanpy - INFO - Chain [1] start processing
14:01:25 - cmdstanpy - INFO - Chain [1] done processing
14:01:25 - cmdstanpy - INFO - Chain [1] start processing
14:01:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 532:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.667546   30.599827   60.248422
31 2025-08-31  45.934305   31.364508   60.583677
32 2025-09-30  46.192458   30.771689   60.877628
33 2025-10-31  46.459217   32.380082   60.318050
34 2025-11-30  46.717371   32.410558   61.684264
Forecast for Australia and Product 533:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.950326   23.247105   66.534718
31 2025-08-31  44.861630   23.455133   67.144453
32 2025-09-30  44.775794   22.809851   68.654942
33 2025-10-31  44.687098   21.268463   67.201406
34 2025-11-30  44.601262   21.271498   68.007694
14:01:25 - cmdstanpy - INFO - Chain [1] start processing
14:01:26 - cmdstanpy - INFO - Chain [1] done processing
14:01:26 - cmdstanpy - INFO - Chain [1] start processing
14:01:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 534:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.278811   28.637861   70.155980
31 2025-08-31  50.009298   31.217212   71.111036
32 2025-09-30  50.716221   29.358397   69.636561
33 2025-10-31  51.446707   32.083198   72.296326
34 2025-11-30  52.153630   31.630358   71.887219
Forecast for Australia and Product 535:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.549311   24.580693   76.087764
31 2025-08-31  51.940069   28.048803   78.658971
32 2025-09-30  52.318222   26.976133   76.024632
33 2025-10-31  52.708980   28.041169   78.992222
34 2025-11-30  53.087133   28.026904   78.906593
14:01:26 - cmdstanpy - INFO - Chain [1] start processing
14:01:26 - cmdstanpy - INFO - Chain [1] done processing
14:01:26 - cmdstanpy - INFO - Chain [1] start processing
14:01:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 536:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.365365   27.366329   76.143379
31 2025-08-31  50.925683   25.668246   74.139255
32 2025-09-30  51.467925   27.345692   77.370354
33 2025-10-31  52.028242   28.400869   77.526971
34 2025-11-30  52.570485   26.902855   77.123657
Forecast for Australia and Product 537:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.712780   13.390148   60.031761
31 2025-08-31  36.501023   13.472064   59.098482
32 2025-09-30  36.296096   14.041778   58.141453
33 2025-10-31  36.084339   12.571434   60.399602
34 2025-11-30  35.879413   13.630382   56.441286
14:01:26 - cmdstanpy - INFO - Chain [1] start processing
14:01:26 - cmdstanpy - INFO - Chain [1] done processing
14:01:26 - cmdstanpy - INFO - Chain [1] start processing
14:01:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 538:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.136829   21.792585   57.076510
31 2025-08-31  39.061594   21.416923   57.533463
32 2025-09-30  38.988786   19.618074   57.053773
33 2025-10-31  38.913551   22.271449   57.389364
34 2025-11-30  38.840743   21.418929   57.083045
Forecast for Australia and Product 539:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.447296   11.381833   54.140559
31 2025-08-31  31.024042    9.072866   52.346636
32 2025-09-30  30.614440    8.857852   50.663324
33 2025-10-31  30.191185    9.488957   50.632918
34 2025-11-30  29.781584    6.484202   51.222059
14:01:27 - cmdstanpy - INFO - Chain [1] start processing
14:01:27 - cmdstanpy - INFO - Chain [1] done processing
14:01:27 - cmdstanpy - INFO - Chain [1] start processing
14:01:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 540:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.464386   34.034288   69.447082
31 2025-08-31  51.773701   33.762019   69.967653
32 2025-09-30  52.073038   34.014364   69.790626
33 2025-10-31  52.382353   35.639298   70.096520
34 2025-11-30  52.681690   34.812180   71.134014
14:01:27 - cmdstanpy - INFO - Chain [1] start processing
14:01:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 541:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.233686   14.312519   50.035478
31 2025-08-31  32.771940   14.864890   50.055847
32 2025-09-30  32.325089   14.437953   50.473771
33 2025-10-31  31.863343   12.730274   49.268883
34 2025-11-30  31.416492   11.973020   48.400533
Forecast for Australia and Product 542:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.446938   39.662317   81.840191
31 2025-08-31  61.246700   39.626303   82.132255
32 2025-09-30  62.020663   40.475024   82.650076
33 2025-10-31  62.820425   41.324184   82.898009
34 2025-11-30  63.594389   43.969533   84.222881
14:01:27 - cmdstanpy - INFO - Chain [1] start processing
14:01:27 - cmdstanpy - INFO - Chain [1] done processing
14:01:27 - cmdstanpy - INFO - Chain [1] start processing
14:01:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 543:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.834379   18.530358   57.002426
31 2025-08-31  35.434182   15.617734   53.726114
32 2025-09-30  35.046895   16.706630   53.672899
33 2025-10-31  34.646699   15.266988   52.997114
34 2025-11-30  34.259411   15.309842   54.838214
Forecast for Australia and Product 544:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.615428   32.282736   79.836929
31 2025-08-31  56.542990   32.985345   78.417670
32 2025-09-30  57.440630   35.117314   81.041854
33 2025-10-31  58.368192   35.653099   81.685688
34 2025-11-30  59.265833   36.801880   83.155221
14:01:27 - cmdstanpy - INFO - Chain [1] start processing
14:01:27 - cmdstanpy - INFO - Chain [1] done processing
14:01:28 - cmdstanpy - INFO - Chain [1] start processing
14:01:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 545:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.205261   21.365576   51.273494
31 2025-08-31  35.789137   21.737261   50.095588
32 2025-09-30  35.386436   20.786281   51.248978
33 2025-10-31  34.970312   20.713836   49.343765
34 2025-11-30  34.567612   20.025352   48.978333
Forecast for Australia and Product 546:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.755962   18.261096   56.557755
31 2025-08-31  36.639721   17.014433   57.009357
32 2025-09-30  36.527229   17.164469   55.924753
33 2025-10-31  36.410988   17.082981   56.667583
34 2025-11-30  36.298496   18.072839   53.659543
14:01:28 - cmdstanpy - INFO - Chain [1] start processing
14:01:28 - cmdstanpy - INFO - Chain [1] done processing
14:01:28 - cmdstanpy - INFO - Chain [1] start processing
14:01:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 547:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.202325   38.066445   76.864901
31 2025-08-31  57.986993   38.734375   77.319872
32 2025-09-30  58.746348   38.447020   79.244885
33 2025-10-31  59.531016   40.419943   79.022495
34 2025-11-30  60.290372   40.004101   80.064492
Forecast for Australia and Product 548:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.845947   43.293326   78.368285
31 2025-08-31  61.995554   45.880761   78.407945
32 2025-09-30  63.108077   46.712532   79.038430
33 2025-10-31  64.257685   46.884630   80.388058
34 2025-11-30  65.370208   49.292673   83.124221
14:01:28 - cmdstanpy - INFO - Chain [1] start processing
14:01:28 - cmdstanpy - INFO - Chain [1] done processing
14:01:28 - cmdstanpy - INFO - Chain [1] start processing
14:01:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 549:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.108120   19.039950   54.673250
31 2025-08-31  37.023037   19.241829   55.199891
32 2025-09-30  36.940699   18.763806   53.802935
33 2025-10-31  36.855616   18.677987   54.151069
34 2025-11-30  36.773278   19.116826   55.580094
Forecast for Australia and Product 550:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.000436   18.814540   61.738551
31 2025-08-31  40.210355   20.108241   60.749502
32 2025-09-30  40.413501   19.846782   60.821047
33 2025-10-31  40.623420   19.309520   61.111726
34 2025-11-30  40.826566   19.271446   61.536485
14:01:28 - cmdstanpy - INFO - Chain [1] start processing
14:01:29 - cmdstanpy - INFO - Chain [1] done processing
14:01:29 - cmdstanpy - INFO - Chain [1] start processing
14:01:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 551:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.682488   13.936175   57.744092
31 2025-08-31  34.278904   12.536995   56.696127
32 2025-09-30  33.888339   10.864584   57.351326
33 2025-10-31  33.484755   11.306018   56.011584
34 2025-11-30  33.094190   10.452792   57.616758
Forecast for Australia and Product 552:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.606593   25.914349   61.407995
31 2025-08-31  43.564776   25.812196   61.345894
32 2025-09-30  43.524308   26.620289   61.310697
33 2025-10-31  43.482491   27.341428   61.023894
34 2025-11-30  43.442023   26.303999   59.875873
14:01:29 - cmdstanpy - INFO - Chain [1] start processing
14:01:29 - cmdstanpy - INFO - Chain [1] done processing
14:01:29 - cmdstanpy - INFO - Chain [1] start processing
14:01:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 553:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.333833   19.586770   58.649296
31 2025-08-31  37.379693   18.695954   56.652149
32 2025-09-30  37.424074   17.320482   56.658830
33 2025-10-31  37.469934   18.055680   56.688123
34 2025-11-30  37.514315   17.831872   56.044696
Forecast for Australia and Product 554:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.141361   16.660386   48.453089
31 2025-08-31  32.687086   16.717630   48.880099
32 2025-09-30  32.247466   15.816851   47.991220
33 2025-10-31  31.793191   15.576419   48.519489
34 2025-11-30  31.353571   15.357657   47.881197
14:01:29 - cmdstanpy - INFO - Chain [1] start processing
14:01:29 - cmdstanpy - INFO - Chain [1] done processing
14:01:29 - cmdstanpy - INFO - Chain [1] start processing
14:01:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 555:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.277659   23.488039   75.322393
31 2025-08-31  49.682420   25.664941   75.646565
32 2025-09-30  50.074124   24.065649   76.276438
33 2025-10-31  50.478885   22.310911   75.019537
34 2025-11-30  50.870590   23.176219   77.817690
Forecast for Australia and Product 556:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.668032   19.416006   64.979060
31 2025-08-31  42.671457   21.211194   65.647723
32 2025-09-30  42.674772   19.129639   65.694779
33 2025-10-31  42.678198   19.747587   65.362139
34 2025-11-30  42.681513   19.270120   66.323049
14:01:30 - cmdstanpy - INFO - Chain [1] start processing
14:01:30 - cmdstanpy - INFO - Chain [1] done processing
14:01:30 - cmdstanpy - INFO - Chain [1] start processing
14:01:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 557:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.671644   12.821160   49.853538
31 2025-08-31  31.294266   12.298481   50.604831
32 2025-09-30  30.929061   11.388312   49.056488
33 2025-10-31  30.551682   11.129610   48.092533
34 2025-11-30  30.186477   12.421478   49.528876
Forecast for Australia and Product 558:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.721978   27.001063   67.701662
31 2025-08-31  47.921640   27.979074   67.122303
32 2025-09-30  48.114860   27.760997   68.789032
33 2025-10-31  48.314522   29.054316   68.723004
34 2025-11-30  48.507743   29.062854   67.444224
14:01:30 - cmdstanpy - INFO - Chain [1] start processing
14:01:30 - cmdstanpy - INFO - Chain [1] done processing
14:01:30 - cmdstanpy - INFO - Chain [1] start processing
14:01:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 559:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.104845    4.824995   44.329577
31 2025-08-31  23.283373    5.019965   40.649789
32 2025-09-30  22.488399    4.222657   41.883828
33 2025-10-31  21.666927    1.718288   41.124028
34 2025-11-30  20.871954    1.684900   39.143645
Forecast for Australia and Product 560:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.255515   17.233097   57.055362
31 2025-08-31  35.628605   17.464132   53.270513
32 2025-09-30  35.021918   15.550377   53.768002
33 2025-10-31  34.395009   16.534849   53.164792
34 2025-11-30  33.788322   16.900174   51.263028
14:01:30 - cmdstanpy - INFO - Chain [1] start processing
14:01:30 - cmdstanpy - INFO - Chain [1] done processing
14:01:30 - cmdstanpy - INFO - Chain [1] start processing
14:01:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 561:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.201772   28.440308   62.857637
31 2025-08-31  46.316121   28.865464   65.423310
32 2025-09-30  46.426782   28.577749   64.767393
33 2025-10-31  46.541131   28.157714   63.296443
34 2025-11-30  46.651791   29.253416   63.355331
Forecast for Australia and Product 562:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.194419   17.087846   54.971139
31 2025-08-31  36.081165   16.404511   54.203969
32 2025-09-30  35.971565   16.075736   53.342003
33 2025-10-31  35.858311   17.816508   54.051239
34 2025-11-30  35.748710   18.160008   54.610978
14:01:31 - cmdstanpy - INFO - Chain [1] start processing
14:01:31 - cmdstanpy - INFO - Chain [1] done processing
14:01:31 - cmdstanpy - INFO - Chain [1] start processing
14:01:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 563:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.105213   40.015955   71.123596
31 2025-08-31  57.043779   41.605549   71.979438
32 2025-09-30  57.952070   42.059049   73.336172
33 2025-10-31  58.890636   42.903697   73.563805
34 2025-11-30  59.798926   43.571528   75.595062
Forecast for Australia and Product 564:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.993504   29.215407   67.803647
31 2025-08-31  48.394101   29.480535   66.181347
32 2025-09-30  48.781775   31.145407   67.226047
33 2025-10-31  49.182371   31.254288   68.302417
34 2025-11-30  49.570045   30.479466   68.450656
14:01:31 - cmdstanpy - INFO - Chain [1] start processing
14:01:31 - cmdstanpy - INFO - Chain [1] done processing
14:01:31 - cmdstanpy - INFO - Chain [1] start processing
14:01:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 565:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.101893   17.177094   59.259753
31 2025-08-31  38.931104   17.950108   59.302772
32 2025-09-30  38.765824   18.248021   60.107901
33 2025-10-31  38.595035   17.961821   57.804071
34 2025-11-30  38.429756   18.781153   59.193449
Forecast for Australia and Product 566:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.675757   10.345750   54.864721
31 2025-08-31  32.539670   13.114808   55.684996
32 2025-09-30  32.407972    9.682230   55.157966
33 2025-10-31  32.271884   10.351951   54.325601
34 2025-11-30  32.140187   10.406552   55.643786
14:01:31 - cmdstanpy - INFO - Chain [1] start processing
14:01:31 - cmdstanpy - INFO - Chain [1] done processing
14:01:31 - cmdstanpy - INFO - Chain [1] start processing
14:01:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 567:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.356588   38.311063   71.208753
31 2025-08-31  56.397858   39.859931   73.283624
32 2025-09-30  57.405540   41.217121   74.177146
33 2025-10-31  58.446811   41.575260   74.719206
34 2025-11-30  59.454492   42.138464   75.488447
Forecast for Australia and Product 568:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.939062   27.161500   65.824787
31 2025-08-31  48.294815   30.801475   68.999870
32 2025-09-30  48.639093   28.571054   68.007767
33 2025-10-31  48.994847   29.900209   69.144424
34 2025-11-30  49.339124   30.663189   70.455686
14:01:32 - cmdstanpy - INFO - Chain [1] start processing
14:01:32 - cmdstanpy - INFO - Chain [1] done processing
14:01:32 - cmdstanpy - INFO - Chain [1] start processing
14:01:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 569:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.178123   18.270462   57.709103
31 2025-08-31  38.027374   17.220850   57.243657
32 2025-09-30  37.881488   18.624150   58.213686
33 2025-10-31  37.730740   17.127074   58.426252
34 2025-11-30  37.584854   18.050190   56.901372
Forecast for Australia and Product 570:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.648449   26.681604   58.620391
31 2025-08-31  42.974566   27.097561   60.121785
32 2025-09-30  43.290162   28.029808   60.456431
33 2025-10-31  43.616278   27.544220   59.955357
34 2025-11-30  43.931874   27.553939   60.205035
14:01:32 - cmdstanpy - INFO - Chain [1] start processing
14:01:32 - cmdstanpy - INFO - Chain [1] done processing
14:01:32 - cmdstanpy - INFO - Chain [1] start processing
14:01:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 571:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.845702   16.363158   56.369783
31 2025-08-31  37.808126   17.249254   58.555334
32 2025-09-30  37.771763   17.178224   57.963647
33 2025-10-31  37.734188   16.688547   60.260680
34 2025-11-30  37.697825   16.996899   58.374408
Forecast for Australia and Product 572:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.017715   22.280203   64.170227
31 2025-08-31  43.321531   22.027839   66.039426
32 2025-09-30  43.615546   21.769758   66.093458
33 2025-10-31  43.919362   22.180510   65.225933
34 2025-11-30  44.213378   23.763000   66.244198
14:01:32 - cmdstanpy - INFO - Chain [1] start processing
14:01:32 - cmdstanpy - INFO - Chain [1] done processing
14:01:33 - cmdstanpy - INFO - Chain [1] start processing
14:01:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 573:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.376426   32.385663   76.831833
31 2025-08-31  55.164364   31.874248   76.824254
32 2025-09-30  55.926885   34.935924   78.811733
33 2025-10-31  56.714823   35.129080   78.214845
34 2025-11-30  57.477343   35.926573   79.948870
14:01:33 - cmdstanpy - INFO - Chain [1] start processing
14:01:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 574:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.791115   28.543411   60.366300
31 2025-08-31  45.196556   29.131971   61.749807
32 2025-09-30  45.588917   28.660286   60.449894
33 2025-10-31  45.994357   30.105533   61.639165
34 2025-11-30  46.386718   30.870103   61.656992
Forecast for Australia and Product 575:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.872367   15.529498   59.130470
31 2025-08-31  36.729646   14.839597   59.705297
32 2025-09-30  36.591529   15.215894   57.940815
33 2025-10-31  36.448808   12.613366   56.291423
34 2025-11-30  36.310691   14.563968   57.551531
14:01:33 - cmdstanpy - INFO - Chain [1] start processing
14:01:33 - cmdstanpy - INFO - Chain [1] done processing
14:01:33 - cmdstanpy - INFO - Chain [1] start processing
14:01:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 576:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.372960   12.244578   52.190893
31 2025-08-31  31.029860   12.809951   50.336049
32 2025-09-30  30.697828   10.528182   50.197353
33 2025-10-31  30.354728   10.439591   49.529846
34 2025-11-30  30.022695   11.362765   49.678400
Forecast for Australia and Product 577:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.299877    9.090272   56.635339
31 2025-08-31  32.801766    7.568739   59.226033
32 2025-09-30  32.319722    9.661928   55.241302
33 2025-10-31  31.821610    8.118363   55.732097
34 2025-11-30  31.339566    5.045477   54.125341
14:01:33 - cmdstanpy - INFO - Chain [1] start processing
14:01:33 - cmdstanpy - INFO - Chain [1] done processing
14:01:33 - cmdstanpy - INFO - Chain [1] start processing
14:01:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 578:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.756462   37.265355   72.430407
31 2025-08-31  55.565909   39.376466   72.522938
32 2025-09-30  56.349245   40.271362   74.356714
33 2025-10-31  57.158692   40.689780   74.962584
34 2025-11-30  57.942027   40.570560   76.507577
Forecast for Australia and Product 579:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.183921   19.602672   62.751714
31 2025-08-31  40.030634   18.421365   60.835166
32 2025-09-30  39.882291   17.594033   62.263222
33 2025-10-31  39.729004   15.924410   60.429072
34 2025-11-30  39.580662   17.412556   62.314247
14:01:34 - cmdstanpy - INFO - Chain [1] start processing
14:01:34 - cmdstanpy - INFO - Chain [1] done processing
14:01:34 - cmdstanpy - INFO - Chain [1] start processing
14:01:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 580:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.416353   24.540437   62.730115
31 2025-08-31  43.791133   25.052570   62.845562
32 2025-09-30  44.153823   25.208549   61.849287
33 2025-10-31  44.528603   25.727008   62.443064
34 2025-11-30  44.891293   26.636785   63.996697
Forecast for Australia and Product 581:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.462165   21.428178   54.115761
31 2025-08-31  37.292065   19.745504   54.630504
32 2025-09-30  37.127451   18.853392   53.249142
33 2025-10-31  36.957351   19.594569   53.494598
34 2025-11-30  36.792738   20.656508   53.827624
14:01:34 - cmdstanpy - INFO - Chain [1] start processing
14:01:34 - cmdstanpy - INFO - Chain [1] done processing
14:01:34 - cmdstanpy - INFO - Chain [1] start processing
14:01:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 582:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.031397   15.264267   61.666970
31 2025-08-31  38.810441   15.886486   61.855307
32 2025-09-30  38.596612   13.669078   60.345126
33 2025-10-31  38.375656   15.218059   61.831187
34 2025-11-30  38.161828   16.213535   60.716408
Forecast for Australia and Product 583:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.020688    6.197836   60.988902
31 2025-08-31  33.745499    5.847182   58.559956
32 2025-09-30  33.479188    7.706824   59.204476
33 2025-10-31  33.203999    6.412514   59.424051
34 2025-11-30  32.937688    5.485522   60.419933
14:01:34 - cmdstanpy - INFO - Chain [1] start processing
14:01:34 - cmdstanpy - INFO - Chain [1] done processing
14:01:34 - cmdstanpy - INFO - Chain [1] start processing
14:01:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 584:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.329891   -4.812612   37.216292
31 2025-08-31  15.283615   -6.654828   35.805393
32 2025-09-30  14.271090   -7.844579   33.807465
33 2025-10-31  13.224814   -9.539792   33.391435
34 2025-11-30  12.212289   -9.643488   32.447939
Forecast for Australia and Product 585:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.082032   32.950685   69.983078
31 2025-08-31  51.399597   32.060686   70.317818
32 2025-09-30  51.706918   32.887960   70.749405
33 2025-10-31  52.024482   33.811595   72.425830
34 2025-11-30  52.331803   33.451456   70.281015
14:01:35 - cmdstanpy - INFO - Chain [1] start processing
14:01:35 - cmdstanpy - INFO - Chain [1] done processing
14:01:35 - cmdstanpy - INFO - Chain [1] start processing
14:01:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 586:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.058214   26.633619   56.118143
31 2025-08-31  41.609104   27.664747   56.678054
32 2025-09-30  42.142223   28.287172   56.449839
33 2025-10-31  42.693113   28.201095   57.606210
34 2025-11-30  43.226233   29.589477   57.694554
Forecast for Australia and Product 587:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.478387   24.442569   66.355991
31 2025-08-31  45.815245   24.125133   66.687454
32 2025-09-30  46.141236   24.107645   67.893016
33 2025-10-31  46.478093   23.961944   67.420081
34 2025-11-30  46.804084   25.383336   67.078943
14:01:35 - cmdstanpy - INFO - Chain [1] start processing
14:01:35 - cmdstanpy - INFO - Chain [1] done processing
14:01:35 - cmdstanpy - INFO - Chain [1] start processing
14:01:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 588:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.191432   21.467499   64.978773
31 2025-08-31  42.249890   18.835961   64.768105
32 2025-09-30  42.306462   19.006595   63.545267
33 2025-10-31  42.364919   20.647893   64.981948
34 2025-11-30  42.421491   20.558995   65.152476
14:01:35 - cmdstanpy - INFO - Chain [1] start processing
14:01:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 589:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.473698   17.668869   52.506938
31 2025-08-31  34.325802   15.744435   51.704242
32 2025-09-30  34.182677   16.121818   51.975221
33 2025-10-31  34.034781   15.268013   52.126409
34 2025-11-30  33.891656   16.622716   52.135602
14:01:36 - cmdstanpy - INFO - Chain [1] start processing
14:01:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 590:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.388470    1.194159   38.570128
31 2025-08-31  19.451709    0.281780   37.147617
32 2025-09-30  18.545167   -0.892456   38.225257
33 2025-10-31  17.608407   -2.870855   36.620210
34 2025-11-30  16.701864   -2.262643   35.400992
Forecast for Australia and Product 591:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.104351   -6.950521   38.758863
31 2025-08-31  14.735371   -7.382043   37.028390
32 2025-09-30  13.410553  -10.974786   36.441742
33 2025-10-31  12.041574  -11.117887   34.206713
34 2025-11-30  10.716755  -12.041709   33.457613
14:01:36 - cmdstanpy - INFO - Chain [1] start processing
14:01:36 - cmdstanpy - INFO - Chain [1] done processing
14:01:36 - cmdstanpy - INFO - Chain [1] start processing
14:01:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 592:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.771100   22.439757   53.262582
31 2025-08-31  37.689081   21.410505   55.550062
32 2025-09-30  37.609708   21.253979   54.201016
33 2025-10-31  37.527689   20.095309   54.039976
34 2025-11-30  37.448316   20.596344   54.031107
Forecast for Australia and Product 593:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.394025   11.752824   57.107696
31 2025-08-31  35.170628   12.585426   57.224917
32 2025-09-30  34.954438   12.841685   57.284124
33 2025-10-31  34.731042    9.435617   56.851489
34 2025-11-30  34.514852   10.702261   57.689711
14:01:36 - cmdstanpy - INFO - Chain [1] start processing
14:01:36 - cmdstanpy - INFO - Chain [1] done processing
14:01:36 - cmdstanpy - INFO - Chain [1] start processing
14:01:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 594:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.561094   13.173755   49.842298
31 2025-08-31  31.356123   13.380014   48.060117
32 2025-09-30  31.157765   13.405192   49.501877
33 2025-10-31  30.952795   12.724731   48.823733
34 2025-11-30  30.754436   13.163482   49.933549
Forecast for Australia and Product 595:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.329979   24.722527   81.797684
31 2025-08-31  53.893087   24.527561   81.675864
32 2025-09-30  54.438030   25.990074   81.105397
33 2025-10-31  55.001137   25.389816   80.793059
34 2025-11-30  55.546080   27.790200   82.010148
14:01:36 - cmdstanpy - INFO - Chain [1] start processing
14:01:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 596:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.245927   24.029526   62.422472
31 2025-08-31  43.368773   24.944245   60.771380
32 2025-09-30  43.487655   24.341164   62.468617
33 2025-10-31  43.610500   24.512985   62.730942
34 2025-11-30  43.729383   25.137618   62.453691
14:01:37 - cmdstanpy - INFO - Chain [1] start processing
14:01:37 - cmdstanpy - INFO - Chain [1] done processing
14:01:37 - cmdstanpy - INFO - Chain [1] start processing
14:01:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 597:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.595403   16.616129   49.102137
31 2025-08-31  33.128859   16.930720   50.041446
32 2025-09-30  32.677364   16.369961   48.807567
33 2025-10-31  32.210819   15.621456   48.503566
34 2025-11-30  31.759324   15.224990   49.139373
Forecast for Australia and Product 598:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.164696    1.446276   29.322470
31 2025-08-31  15.108195    0.535384   30.208730
32 2025-09-30  14.085774   -0.836995   27.808044
33 2025-10-31  13.029272   -1.867492   26.876662
34 2025-11-30  12.006851   -1.778641   25.432399
14:01:37 - cmdstanpy - INFO - Chain [1] start processing
14:01:37 - cmdstanpy - INFO - Chain [1] done processing
14:01:37 - cmdstanpy - INFO - Chain [1] start processing
14:01:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 599:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.073807   27.066593   59.366132
31 2025-08-31  44.182736   27.809781   58.871757
32 2025-09-30  44.288150   29.516839   59.917861
33 2025-10-31  44.397079   28.562122   59.426209
34 2025-11-30  44.502493   29.855230   60.980955
Forecast for Australia and Product 600:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.071968   14.410435   44.763823
31 2025-08-31  28.498072   12.115693   44.628504
32 2025-09-30  27.942689   12.927104   43.884498
33 2025-10-31  27.368794   12.203673   45.132551
34 2025-11-30  26.813411   10.928217   42.183527
14:01:37 - cmdstanpy - INFO - Chain [1] start processing
14:01:38 - cmdstanpy - INFO - Chain [1] done processing
14:01:38 - cmdstanpy - INFO - Chain [1] start processing
14:01:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 601:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.919711   21.987265   66.406919
31 2025-08-31  45.052669   22.015315   67.085547
32 2025-09-30  45.181338   23.738767   68.233921
33 2025-10-31  45.314296   22.198554   67.147214
34 2025-11-30  45.442965   21.900487   68.115664
14:01:38 - cmdstanpy - INFO - Chain [1] start processing
14:01:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 602:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.363579   25.403966   65.006957
31 2025-08-31  44.245187   23.319200   64.226173
32 2025-09-30  44.130613   23.342000   64.003279
33 2025-10-31  44.012220   23.047440   62.976788
34 2025-11-30  43.897646   25.825558   63.991017
Forecast for Australia and Product 603:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.898449   24.226463   53.473641
31 2025-08-31  38.922357   24.240255   52.619695
32 2025-09-30  38.945494   24.287851   52.721559
33 2025-10-31  38.969403   24.759992   51.519751
34 2025-11-30  38.992540   25.610306   51.974356
14:01:38 - cmdstanpy - INFO - Chain [1] start processing
14:01:38 - cmdstanpy - INFO - Chain [1] done processing
14:01:38 - cmdstanpy - INFO - Chain [1] start processing
14:01:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 604:
           ds       yhat  yhat_lower  yhat_upper
29 2025-06-30  36.304385   14.154293   57.672698
30 2025-07-31  35.726998   12.691403   57.999001
31 2025-08-31  35.149611   14.105946   57.071434
32 2025-09-30  34.590849   12.420322   57.030132
33 2025-10-31  34.013462   13.148230   56.057726
Forecast for Australia and Product 605:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.082393   25.686117   58.147168
31 2025-08-31  42.200764   27.114875   58.644135
32 2025-09-30  42.315317   25.749717   58.650966
33 2025-10-31  42.433688   27.002552   58.880656
34 2025-11-30  42.548241   26.300714   60.649830
14:01:38 - cmdstanpy - INFO - Chain [1] start processing
14:01:38 - cmdstanpy - INFO - Chain [1] done processing
14:01:39 - cmdstanpy - INFO - Chain [1] start processing
14:01:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 606:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.854273   17.344715   57.481240
31 2025-08-31  35.694216   15.737626   55.256065
32 2025-09-30  35.539321   16.223284   56.416906
33 2025-10-31  35.379264   18.230607   55.496261
34 2025-11-30  35.224370   16.384387   54.211396
Forecast for Australia and Product 607:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  12.870808   -3.757017   28.844250
31 2025-08-31  11.640629   -4.459411   27.511837
32 2025-09-30  10.450133   -5.146441   27.076554
33 2025-10-31   9.219954   -6.360224   25.444761
34 2025-11-30   8.029459   -8.092324   23.955894
14:01:39 - cmdstanpy - INFO - Chain [1] start processing
14:01:39 - cmdstanpy - INFO - Chain [1] done processing
14:01:39 - cmdstanpy - INFO - Chain [1] start processing
14:01:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 608:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.442830   35.666085   59.452357
31 2025-08-31  47.798116   36.244347   60.286579
32 2025-09-30  48.141941   36.886400   60.621770
33 2025-10-31  48.497227   36.460959   60.738027
34 2025-11-30  48.841052   37.537377   61.156523
Forecast for Australia and Product 609:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.882532   28.416629   64.818006
31 2025-08-31  46.176966   28.872870   64.686176
32 2025-09-30  46.461902   29.059777   64.219122
33 2025-10-31  46.756336   28.236242   64.737384
34 2025-11-30  47.041273   29.382232   64.720644
14:01:39 - cmdstanpy - INFO - Chain [1] start processing
14:01:39 - cmdstanpy - INFO - Chain [1] done processing
14:01:39 - cmdstanpy - INFO - Chain [1] start processing
14:01:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 610:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.607065   41.259522   89.831517
31 2025-08-31  65.685043   41.681685   90.420963
32 2025-09-30  66.728247   40.777298   91.074611
33 2025-10-31  67.806225   42.301340   91.437911
34 2025-11-30  68.849429   42.769822   94.179840
Forecast for Australia and Product 611:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.315077    9.681918   37.761697
31 2025-08-31  23.595621    9.395079   37.825629
32 2025-09-30  22.899372    9.882976   37.318743
33 2025-10-31  22.179916    8.209758   36.002741
34 2025-11-30  21.483668    8.217212   35.241375
14:01:39 - cmdstanpy - INFO - Chain [1] start processing
14:01:39 - cmdstanpy - INFO - Chain [1] done processing
14:01:40 - cmdstanpy - INFO - Chain [1] start processing
14:01:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 612:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.986126   13.001397   48.005513
31 2025-08-31  29.336200   12.132265   47.140765
32 2025-09-30  28.707239   11.908131   46.060356
33 2025-10-31  28.057313   10.684288   46.435455
34 2025-11-30  27.428352    9.651112   45.419119
Forecast for Australia and Product 613:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.849146   29.192797   66.722677
31 2025-08-31  48.477891   28.509882   67.563973
32 2025-09-30  49.086353   30.739430   68.018614
33 2025-10-31  49.715097   32.106484   69.886474
34 2025-11-30  50.323559   32.065010   69.001808
14:01:40 - cmdstanpy - INFO - Chain [1] start processing
14:01:40 - cmdstanpy - INFO - Chain [1] done processing
14:01:40 - cmdstanpy - INFO - Chain [1] start processing
14:01:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 614:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.476242   12.737795   58.268741
31 2025-08-31  36.605824   16.073607   59.550713
32 2025-09-30  36.731225   13.586124   58.437505
33 2025-10-31  36.860807   14.553776   60.271782
34 2025-11-30  36.986209   14.321310   58.308427
Forecast for Australia and Product 615:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.736776   23.379128   60.003950
31 2025-08-31  40.813072   22.096386   59.173209
32 2025-09-30  40.886906   22.578117   60.418805
33 2025-10-31  40.963201   22.665993   61.556976
34 2025-11-30  41.037036   21.216566   59.718938
14:01:40 - cmdstanpy - INFO - Chain [1] start processing
14:01:40 - cmdstanpy - INFO - Chain [1] done processing
14:01:40 - cmdstanpy - INFO - Chain [1] start processing
14:01:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 616:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.720665   24.245770   68.267900
31 2025-08-31  48.116224   25.398065   69.096705
32 2025-09-30  48.499022   27.201610   68.661056
33 2025-10-31  48.894580   28.989301   68.921138
34 2025-11-30  49.277378   28.336944   68.583362
Forecast for Australia and Product 617:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.238791    0.104565   44.159367
31 2025-08-31  21.386909    0.126083   44.698941
32 2025-09-30  20.562507   -3.239648   43.365127
33 2025-10-31  19.710624   -3.711289   42.554826
34 2025-11-30  18.886222   -4.596538   40.691364
14:01:40 - cmdstanpy - INFO - Chain [1] start processing
14:01:40 - cmdstanpy - INFO - Chain [1] done processing
14:01:41 - cmdstanpy - INFO - Chain [1] start processing
14:01:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 618:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.226878   30.184687   60.344334
31 2025-08-31  45.404607   29.333576   60.150548
32 2025-09-30  45.576603   30.065113   60.752378
33 2025-10-31  45.754332   30.553337   61.115447
34 2025-11-30  45.926328   30.996444   61.357225
Forecast for Australia and Product 619:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.222059   24.997206   62.099847
31 2025-08-31  44.689198   25.676040   61.735895
32 2025-09-30  45.141269   26.101932   63.569904
33 2025-10-31  45.608408   27.425605   62.819890
34 2025-11-30  46.060479   26.774140   64.586104
14:01:41 - cmdstanpy - INFO - Chain [1] start processing
14:01:41 - cmdstanpy - INFO - Chain [1] done processing
14:01:41 - cmdstanpy - INFO - Chain [1] start processing
14:01:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 620:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.083751   24.189045   74.111420
31 2025-08-31  48.403879   23.427329   74.247082
32 2025-09-30  48.713679   23.339606   75.477024
33 2025-10-31  49.033807   23.048340   73.576756
34 2025-11-30  49.343607   24.204953   74.678576
Forecast for Australia and Product 621:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.182257   33.749938   72.855030
31 2025-08-31  54.381463   34.162443   76.026319
32 2025-09-30  54.574244   33.929723   74.294106
33 2025-10-31  54.773451   34.892055   76.083356
34 2025-11-30  54.966232   34.340585   75.307136
14:01:41 - cmdstanpy - INFO - Chain [1] start processing
14:01:41 - cmdstanpy - INFO - Chain [1] done processing
14:01:41 - cmdstanpy - INFO - Chain [1] start processing
14:01:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 622:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.601936   24.332365   69.723227
31 2025-08-31  48.216913   27.060219   70.087702
32 2025-09-30  48.812052   27.966203   70.943046
33 2025-10-31  49.427029   26.939471   72.846936
34 2025-11-30  50.022168   26.538444   72.095295
Forecast for Australia and Product 623:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.581111   18.522652   60.568634
31 2025-08-31  39.545911   20.390396   59.948752
32 2025-09-30  39.511847   19.184148   59.859940
33 2025-10-31  39.476647   20.384799   59.368940
34 2025-11-30  39.442583   18.493902   58.981874
14:01:41 - cmdstanpy - INFO - Chain [1] start processing
14:01:41 - cmdstanpy - INFO - Chain [1] done processing
14:01:42 - cmdstanpy - INFO - Chain [1] start processing
14:01:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 624:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.653132   14.997887   63.558726
31 2025-08-31  39.853506   12.972235   64.569751
32 2025-09-30  40.047416   13.916376   65.123980
33 2025-10-31  40.247790   17.062073   63.407739
34 2025-11-30  40.441701   14.614775   64.947450
Forecast for Australia and Product 625:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.637675   22.476731   63.024233
31 2025-08-31  44.041939   25.094139   63.730361
32 2025-09-30  44.433161   24.214330   65.710546
33 2025-10-31  44.837425   22.611806   64.804107
34 2025-11-30  45.228647   24.256833   65.460409
14:01:42 - cmdstanpy - INFO - Chain [1] start processing
14:01:42 - cmdstanpy - INFO - Chain [1] done processing
14:01:42 - cmdstanpy - INFO - Chain [1] start processing
14:01:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 626:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.195310   20.581435   61.939846
31 2025-08-31  39.853446   19.296683   60.061452
32 2025-09-30  39.522609   16.797430   60.164222
33 2025-10-31  39.180745   19.130413   59.297607
34 2025-11-30  38.849908   18.208726   58.981527
Forecast for Australia and Product 627:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.454930   29.694344   60.674819
31 2025-08-31  46.008427   30.964374   61.641952
32 2025-09-30  46.544070   30.489138   61.833027
33 2025-10-31  47.097567   31.007051   62.431871
34 2025-11-30  47.633210   32.788988   63.997779
14:01:42 - cmdstanpy - INFO - Chain [1] start processing
14:01:42 - cmdstanpy - INFO - Chain [1] done processing
14:01:42 - cmdstanpy - INFO - Chain [1] start processing
14:01:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 628:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.146164   19.959561   66.010007
31 2025-08-31  42.105589   19.678319   66.345977
32 2025-09-30  42.066324   20.207582   66.694812
33 2025-10-31  42.025749   18.483813   63.483714
34 2025-11-30  41.986483   19.816910   66.184410
Forecast for Australia and Product 629:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.228005   30.585508   67.309082
31 2025-08-31  49.580312   31.436485   66.626906
32 2025-09-30  49.921255   32.394117   67.030262
33 2025-10-31  50.273562   33.148869   66.964583
34 2025-11-30  50.614505   34.499593   66.868424
14:01:42 - cmdstanpy - INFO - Chain [1] start processing
14:01:43 - cmdstanpy - INFO - Chain [1] done processing
14:01:43 - cmdstanpy - INFO - Chain [1] start processing
14:01:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 630:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.252659   10.247157   51.685645
31 2025-08-31  30.760770    9.634234   51.358952
32 2025-09-30  30.284749    7.482026   50.985405
33 2025-10-31  29.792860    8.578814   50.041982
34 2025-11-30  29.316838    8.883978   51.343190
Forecast for Australia and Product 631:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.510326   33.712420   60.775365
31 2025-08-31  47.171857   32.859404   61.336881
32 2025-09-30  47.812049   33.324332   60.662452
33 2025-10-31  48.473580   34.892101   62.533726
34 2025-11-30  49.113772   35.404497   63.172577
14:01:43 - cmdstanpy - INFO - Chain [1] start processing
14:01:43 - cmdstanpy - INFO - Chain [1] done processing
14:01:43 - cmdstanpy - INFO - Chain [1] start processing
14:01:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 632:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.707824   24.508049   51.600784
31 2025-08-31  38.655191   24.125436   52.843913
32 2025-09-30  38.604256   25.746976   54.341263
33 2025-10-31  38.551623   24.086617   53.502447
34 2025-11-30  38.500687   24.183801   52.954142
Forecast for Australia and Product 633:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.686511   15.070864   41.625825
31 2025-08-31  28.136287   14.619102   40.571837
32 2025-09-30  27.603813   14.485069   40.536199
33 2025-10-31  27.053589   13.911422   40.460401
34 2025-11-30  26.521115   13.247629   39.631645
14:01:43 - cmdstanpy - INFO - Chain [1] start processing
14:01:43 - cmdstanpy - INFO - Chain [1] done processing
14:01:43 - cmdstanpy - INFO - Chain [1] start processing
14:01:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 634:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.200973   36.620956   75.483700
31 2025-08-31  57.092670   36.340314   76.713791
32 2025-09-30  57.955604   38.521872   76.278409
33 2025-10-31  58.847301   39.302876   77.763594
34 2025-11-30  59.710234   39.663735   79.095347
Forecast for Australia and Product 635:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.248827    9.987340   46.203383
31 2025-08-31  27.631319    9.432619   46.391109
32 2025-09-30  27.033731    7.692732   44.357771
33 2025-10-31  26.416223    6.676883   43.341541
34 2025-11-30  25.818634    8.260589   42.897814
14:01:44 - cmdstanpy - INFO - Chain [1] start processing
14:01:44 - cmdstanpy - INFO - Chain [1] done processing
14:01:44 - cmdstanpy - INFO - Chain [1] start processing
14:01:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 636:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.270059   29.019860   68.496098
31 2025-08-31  48.270588   27.809517   67.065108
32 2025-09-30  48.271100   26.923869   69.533155
33 2025-10-31  48.271630   27.574952   68.595791
34 2025-11-30  48.272142   28.517548   67.719992
Forecast for Australia and Product 637:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.961797   34.205814   69.923549
31 2025-08-31  52.419490   34.276849   71.035699
32 2025-09-30  52.862418   36.491866   70.803459
33 2025-10-31  53.320111   35.587680   70.804664
34 2025-11-30  53.763040   37.164378   71.975019
14:01:44 - cmdstanpy - INFO - Chain [1] start processing
14:01:44 - cmdstanpy - INFO - Chain [1] done processing
14:01:44 - cmdstanpy - INFO - Chain [1] start processing
14:01:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 638:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.420807   23.497999   63.515709
31 2025-08-31  42.499427   22.229727   59.608038
32 2025-09-30  42.575511   24.039627   62.380684
33 2025-10-31  42.654131   23.418979   62.000802
34 2025-11-30  42.730215   24.321808   62.900861
14:01:44 - cmdstanpy - INFO - Chain [1] start processing
14:01:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 639:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.780482   25.984431   69.893588
31 2025-08-31  49.416227   25.244665   70.334016
32 2025-09-30  50.031464   28.540578   72.331726
33 2025-10-31  50.667209   28.116861   73.685157
34 2025-11-30  51.282446   28.183506   73.765032
Forecast for Australia and Product 640:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.096771    7.032604   53.986036
31 2025-08-31  29.513100    5.220601   54.762021
32 2025-09-30  28.948258    6.163731   53.341489
33 2025-10-31  28.364587    5.283245   52.363132
34 2025-11-30  27.799744    1.255269   50.955988
14:01:44 - cmdstanpy - INFO - Chain [1] start processing
14:01:45 - cmdstanpy - INFO - Chain [1] done processing
14:01:45 - cmdstanpy - INFO - Chain [1] start processing
14:01:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 641:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.510496   13.880471   50.498353
31 2025-08-31  31.995083   14.494818   49.702748
32 2025-09-30  31.496296   13.886268   48.317879
33 2025-10-31  30.980883   13.176354   48.469764
34 2025-11-30  30.482096   12.838659   50.301828
Forecast for Australia and Product 642:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.849640    3.546141   49.440479
31 2025-08-31  25.994677    3.708916   47.324776
32 2025-09-30  25.167293    1.063990   47.347775
33 2025-10-31  24.312330    1.679047   46.784902
34 2025-11-30  23.484947    1.606840   46.612099
14:01:45 - cmdstanpy - INFO - Chain [1] start processing
14:01:45 - cmdstanpy - INFO - Chain [1] done processing
14:01:45 - cmdstanpy - INFO - Chain [1] start processing
14:01:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 643:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.001572   24.046550   75.810630
31 2025-08-31  50.301580   21.894393   77.144650
32 2025-09-30  50.591911   26.353423   77.097597
33 2025-10-31  50.891919   27.516590   76.810200
34 2025-11-30  51.182250   24.241362   76.586914
Forecast for Australia and Product 644:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.762172   30.654702   68.295481
31 2025-08-31  49.982700   31.748441   70.319741
32 2025-09-30  50.196114   30.697664   70.194437
33 2025-10-31  50.416641   31.273624   69.780899
34 2025-11-30  50.630056   32.977098   70.085726
14:01:45 - cmdstanpy - INFO - Chain [1] start processing
14:01:45 - cmdstanpy - INFO - Chain [1] done processing
14:01:45 - cmdstanpy - INFO - Chain [1] start processing
14:01:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 645:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.644551   21.122139   60.230433
31 2025-08-31  40.744694   21.138265   60.754763
32 2025-09-30  40.841606   21.910853   59.162079
33 2025-10-31  40.941748   22.198554   59.799472
34 2025-11-30  41.038660   20.761724   60.143673
Forecast for Australia and Product 646:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.510399   31.963754   81.443923
31 2025-08-31  56.149529   31.932857   81.171354
32 2025-09-30  56.768043   33.061146   81.790451
33 2025-10-31  57.407174   33.821261   80.974212
34 2025-11-30  58.025688   33.208566   83.099539
14:01:45 - cmdstanpy - INFO - Chain [1] start processing
14:01:46 - cmdstanpy - INFO - Chain [1] done processing
14:01:46 - cmdstanpy - INFO - Chain [1] start processing
14:01:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 647:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.505060    8.826906   43.903693
31 2025-08-31  24.877537    6.490172   42.961837
32 2025-09-30  24.270257    6.474775   42.279154
33 2025-10-31  23.642734    5.291597   41.571287
34 2025-11-30  23.035453    4.526814   40.309184
Forecast for Australia and Product 648:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.263056   11.517564   62.669775
31 2025-08-31  37.235337   12.309702   62.405969
32 2025-09-30  37.208512   11.300347   63.642830
33 2025-10-31  37.180792   12.137984   63.104772
34 2025-11-30  37.153967   11.527082   62.014092
14:01:46 - cmdstanpy - INFO - Chain [1] start processing
14:01:46 - cmdstanpy - INFO - Chain [1] done processing
14:01:46 - cmdstanpy - INFO - Chain [1] start processing
14:01:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 649:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.296719    8.931121   54.521152
31 2025-08-31  31.606920    9.664615   54.997753
32 2025-09-30  30.939373    9.160235   53.828642
33 2025-10-31  30.249574    8.301572   53.009901
34 2025-11-30  29.582027    7.480877   53.937043
Forecast for Australia and Product 650:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.786034   24.742791   60.657415
31 2025-08-31  44.107934   23.845763   62.304602
32 2025-09-30  44.419451   26.308023   63.205342
33 2025-10-31  44.741351   25.641066   62.476781
34 2025-11-30  45.052868   27.054454   62.419061
14:01:46 - cmdstanpy - INFO - Chain [1] start processing
14:01:46 - cmdstanpy - INFO - Chain [1] done processing
14:01:46 - cmdstanpy - INFO - Chain [1] start processing
14:01:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 651:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.333495   11.824353   46.565041
31 2025-08-31  29.025287   11.917193   45.707194
32 2025-09-30  28.727022   12.585900   47.189105
33 2025-10-31  28.418814   11.029384   44.752011
34 2025-11-30  28.120548   10.707602   45.697713
Forecast for Australia and Product 652:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.179762   47.841732   80.459231
31 2025-08-31  65.119268   49.379346   81.707243
32 2025-09-30  66.028468   49.765223   82.583569
33 2025-10-31  66.967975   50.821509   82.450676
34 2025-11-30  67.877175   52.068866   82.656114
14:01:46 - cmdstanpy - INFO - Chain [1] start processing
14:01:47 - cmdstanpy - INFO - Chain [1] done processing
14:01:47 - cmdstanpy - INFO - Chain [1] start processing
14:01:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 653:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.177921   13.668389   48.659280
31 2025-08-31  31.656434   12.445865   49.175042
32 2025-09-30  31.151769   13.090195   46.855904
33 2025-10-31  30.630281   12.076128   48.468609
34 2025-11-30  30.125616   11.345502   47.029093
Forecast for Australia and Product 654:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.776441   25.504163   68.894962
31 2025-08-31  48.052085   25.606992   70.654599
32 2025-09-30  48.318838   25.926696   70.089630
33 2025-10-31  48.594482   27.583566   69.824626
34 2025-11-30  48.861235   27.291963   70.748955
14:01:47 - cmdstanpy - INFO - Chain [1] start processing
14:01:47 - cmdstanpy - INFO - Chain [1] done processing
14:01:47 - cmdstanpy - INFO - Chain [1] start processing
14:01:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 655:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.784566   24.292696   67.110090
31 2025-08-31  46.185633   25.008284   68.191122
32 2025-09-30  46.573762   25.242466   67.341655
33 2025-10-31  46.974829   27.207796   69.240238
34 2025-11-30  47.362958   25.119995   70.089639
Forecast for Australia and Product 656:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.638949   16.542028   53.752948
31 2025-08-31  35.239185   16.054513   54.267593
32 2025-09-30  34.852317   15.561710   55.327428
33 2025-10-31  34.452554   16.188172   54.194000
34 2025-11-30  34.065686   15.834530   52.232314
14:01:47 - cmdstanpy - INFO - Chain [1] start processing
14:01:47 - cmdstanpy - INFO - Chain [1] done processing
14:01:47 - cmdstanpy - INFO - Chain [1] start processing
14:01:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 657:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.844597   12.375631   60.040995
31 2025-08-31  35.701446   11.657470   60.162312
32 2025-09-30  35.562913   10.320644   58.288744
33 2025-10-31  35.419762   11.892054   58.587256
34 2025-11-30  35.281229    9.342330   60.948378
Forecast for Australia and Product 658:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.354737   23.994504   60.400532
31 2025-08-31  42.544009   25.536395   61.419641
32 2025-09-30  42.727177   25.940394   61.047062
33 2025-10-31  42.916450   25.823000   59.168159
34 2025-11-30  43.099617   26.627340   60.686175
14:01:48 - cmdstanpy - INFO - Chain [1] start processing
14:01:48 - cmdstanpy - INFO - Chain [1] done processing
14:01:48 - cmdstanpy - INFO - Chain [1] start processing
14:01:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 659:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.913060    5.580191   42.444786
31 2025-08-31  22.905601    4.535593   42.115020
32 2025-09-30  21.930640    4.022314   40.000486
33 2025-10-31  20.923181    3.226447   39.269669
34 2025-11-30  19.948220    1.159992   37.935898
Forecast for Australia and Product 660:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.038314   13.547259   41.775714
31 2025-08-31  27.520840   13.555759   41.546484
32 2025-09-30  27.020058   13.229586   41.062328
33 2025-10-31  26.502583   12.485049   39.835424
34 2025-11-30  26.001801   14.103986   39.061459
14:01:48 - cmdstanpy - INFO - Chain [1] start processing
14:01:48 - cmdstanpy - INFO - Chain [1] done processing
14:01:48 - cmdstanpy - INFO - Chain [1] start processing
14:01:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 661:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.836180   14.591109   62.774719
31 2025-08-31  38.499054   13.718655   62.191200
32 2025-09-30  38.172804   14.785282   61.509249
33 2025-10-31  37.835678   15.099360   62.410480
34 2025-11-30  37.509427   14.544729   61.133081
Forecast for Australia and Product 662:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  11.664110   -4.046070   26.673029
31 2025-08-31  10.236374   -5.568191   26.701400
32 2025-09-30   8.854695   -7.104460   24.975202
33 2025-10-31   7.426959   -8.936616   23.446775
34 2025-11-30   6.045280   -9.500308   22.517310
14:01:48 - cmdstanpy - INFO - Chain [1] start processing
14:01:48 - cmdstanpy - INFO - Chain [1] done processing
14:01:48 - cmdstanpy - INFO - Chain [1] start processing
14:01:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 663:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.528957   34.967171   60.598663
31 2025-08-31  47.871485   34.243241   60.441699
32 2025-09-30  48.202964   35.340389   61.591693
33 2025-10-31  48.545493   34.658119   60.427815
34 2025-11-30  48.876972   36.040418   61.802372
Forecast for Australia and Product 664:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.777594   28.981474   73.234011
31 2025-08-31  51.295506   30.343207   72.815297
32 2025-09-30  51.796712   30.148810   73.358431
33 2025-10-31  52.314624   31.458509   75.624230
34 2025-11-30  52.815830   31.630038   73.156688
14:01:49 - cmdstanpy - INFO - Chain [1] start processing
14:01:49 - cmdstanpy - INFO - Chain [1] done processing
14:01:49 - cmdstanpy - INFO - Chain [1] start processing
14:01:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 665:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.168034   28.681423   56.229380
31 2025-08-31  42.305657   28.321542   55.788689
32 2025-09-30  42.438841   29.429146   56.475179
33 2025-10-31  42.576464   27.381955   56.873001
34 2025-11-30  42.709648   29.363789   57.430878
Forecast for Australia and Product 666:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.006078   17.345794   56.509320
31 2025-08-31  36.797792   18.401183   55.714686
32 2025-09-30  36.596226   17.656893   54.586501
33 2025-10-31  36.387941   17.679864   55.533700
34 2025-11-30  36.186375   16.138894   54.743952
14:01:49 - cmdstanpy - INFO - Chain [1] start processing
14:01:49 - cmdstanpy - INFO - Chain [1] done processing
14:01:49 - cmdstanpy - INFO - Chain [1] start processing
14:01:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 667:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.803700    6.342094   42.650416
31 2025-08-31  23.943812    4.891227   42.639713
32 2025-09-30  23.111663    4.500498   40.103200
33 2025-10-31  22.251775    3.652449   39.142100
34 2025-11-30  21.419626    2.820783   40.954109
Forecast for Australia and Product 668:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.112107   18.056325   53.275491
31 2025-08-31  35.938833   19.075764   53.220252
32 2025-09-30  35.771149   17.690080   53.444834
33 2025-10-31  35.597875   18.109328   52.721063
34 2025-11-30  35.430191   16.592608   52.633040
14:01:49 - cmdstanpy - INFO - Chain [1] start processing
14:01:49 - cmdstanpy - INFO - Chain [1] done processing
14:01:49 - cmdstanpy - INFO - Chain [1] start processing
14:01:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 669:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.741917    7.340688   64.012413
31 2025-08-31  34.417015    7.231808   65.162653
32 2025-09-30  34.102594    4.824538   62.171146
33 2025-10-31  33.777692    6.613799   60.692112
34 2025-11-30  33.463271    8.933439   60.052637
Forecast for Australia and Product 670:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.498733   22.545915   54.810443
31 2025-08-31  38.193831   22.680950   53.232422
32 2025-09-30  37.898763   21.493835   53.303167
33 2025-10-31  37.593861   21.688160   54.767376
34 2025-11-30  37.298794   21.777849   52.557334
14:01:50 - cmdstanpy - INFO - Chain [1] start processing
14:01:50 - cmdstanpy - INFO - Chain [1] done processing
14:01:50 - cmdstanpy - INFO - Chain [1] start processing
14:01:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 671:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.836441   23.196584   60.681587
31 2025-08-31  41.921018   22.585024   60.142745
32 2025-09-30  42.002866   22.044741   61.160436
33 2025-10-31  42.087443   22.710418   61.479254
34 2025-11-30  42.169292   23.213583   61.774589
Forecast for Australia and Product 672:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.209963   24.896070   67.735605
31 2025-08-31  46.303269   24.975741   65.361613
32 2025-09-30  46.393566   25.615729   67.575740
33 2025-10-31  46.486873   25.172630   67.115922
34 2025-11-30  46.577170   25.269137   68.152589
14:01:50 - cmdstanpy - INFO - Chain [1] start processing
14:01:50 - cmdstanpy - INFO - Chain [1] done processing
14:01:50 - cmdstanpy - INFO - Chain [1] start processing
14:01:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 673:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.178055   21.224542   58.908057
31 2025-08-31  40.418584   22.989260   57.737404
32 2025-09-30  40.651354   21.738940   59.122958
33 2025-10-31  40.891883   22.601806   60.238183
34 2025-11-30  41.124654   22.412036   59.374711
14:01:50 - cmdstanpy - INFO - Chain [1] start processing
14:01:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 674:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.192595   15.873195   57.946268
31 2025-08-31  36.982072   16.047496   58.082544
32 2025-09-30  36.778340   13.829440   56.732305
33 2025-10-31  36.567816   15.796228   59.216742
34 2025-11-30  36.364084   14.526308   57.615938
Forecast for Australia and Product 675:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.311134   10.582384   51.251753
31 2025-08-31  30.786318    9.317473   50.920078
32 2025-09-30  30.278432   10.230015   49.703996
33 2025-10-31  29.753616    8.364960   51.484275
34 2025-11-30  29.245729    8.921370   49.555818
14:01:50 - cmdstanpy - INFO - Chain [1] start processing
14:01:50 - cmdstanpy - INFO - Chain [1] done processing
14:01:51 - cmdstanpy - INFO - Chain [1] start processing
14:01:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 676:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.931331   13.508068   48.521242
31 2025-08-31  30.206358   13.104317   47.018390
32 2025-09-30  29.504771   12.300226   48.124214
33 2025-10-31  28.779797   11.362613   47.294670
34 2025-11-30  28.078210   11.446186   46.045960
Forecast for Australia and Product 677:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.844733    6.958485   45.707631
31 2025-08-31  25.127634    5.700548   44.283548
32 2025-09-30  24.433667    5.195057   43.200974
33 2025-10-31  23.716568    5.259015   42.614920
34 2025-11-30  23.022601    5.662203   41.375712
14:01:51 - cmdstanpy - INFO - Chain [1] start processing
14:01:51 - cmdstanpy - INFO - Chain [1] done processing
14:01:51 - cmdstanpy - INFO - Chain [1] start processing
14:01:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 678:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.339360   35.882312   76.317802
31 2025-08-31  56.675706   35.107930   77.392636
32 2025-09-30  57.001203   36.199143   78.477721
33 2025-10-31  57.337549   35.933240   78.801750
34 2025-11-30  57.663046   37.825415   77.907287
Forecast for Australia and Product 679:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.819687   30.518927   50.028366
31 2025-08-31  41.043182   31.255497   50.547904
32 2025-09-30  41.259468   31.040802   51.383954
33 2025-10-31  41.482963   32.729006   51.501746
34 2025-11-30  41.699249   32.433684   51.445826
14:01:51 - cmdstanpy - INFO - Chain [1] start processing
14:01:51 - cmdstanpy - INFO - Chain [1] done processing
14:01:51 - cmdstanpy - INFO - Chain [1] start processing
14:01:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 680:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.981176    3.360517   41.341547
31 2025-08-31  20.804157    1.525848   41.410453
32 2025-09-30  19.665107    0.340622   38.834260
33 2025-10-31  18.488089   -2.295916   35.956731
34 2025-11-30  17.349038   -0.960813   37.157897
Forecast for Australia and Product 681:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.821472    3.425139   47.329896
31 2025-08-31  24.015469    2.235643   45.327922
32 2025-09-30  23.235466    1.347990   43.864384
33 2025-10-31  22.429462    0.429456   44.226055
34 2025-11-30  21.649459    2.434005   44.171124
14:01:51 - cmdstanpy - INFO - Chain [1] start processing
14:01:52 - cmdstanpy - INFO - Chain [1] done processing
14:01:52 - cmdstanpy - INFO - Chain [1] start processing
14:01:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 682:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  12.710068   -1.069487   24.813332
31 2025-08-31  11.559914   -0.708737   23.808174
32 2025-09-30  10.446861   -1.842953   24.333014
33 2025-10-31   9.296707   -3.242093   21.941408
34 2025-11-30   8.183654   -4.929707   21.021911
Forecast for Australia and Product 683:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.343153   25.078474   71.071989
31 2025-08-31  48.629946   26.041145   72.783504
32 2025-09-30  48.907488   25.951380   73.800814
33 2025-10-31  49.194281   25.291338   71.210900
34 2025-11-30  49.471822   27.143177   73.381821
14:01:52 - cmdstanpy - INFO - Chain [1] start processing
14:01:52 - cmdstanpy - INFO - Chain [1] done processing
14:01:52 - cmdstanpy - INFO - Chain [1] start processing
14:01:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 684:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.828211   27.317108   54.446883
31 2025-08-31  40.624018   25.512211   55.057700
32 2025-09-30  40.426411   27.133495   54.553479
33 2025-10-31  40.222217   26.134493   53.659404
34 2025-11-30  40.024610   26.285481   53.818478
Forecast for Australia and Product 685:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.261363   23.868206   60.324163
31 2025-08-31  42.405419   24.492894   60.386168
32 2025-09-30  42.544827   23.339221   60.525269
33 2025-10-31  42.688883   24.529530   60.683681
34 2025-11-30  42.828292   23.049451   61.897254
14:01:52 - cmdstanpy - INFO - Chain [1] start processing
14:01:52 - cmdstanpy - INFO - Chain [1] done processing
14:01:52 - cmdstanpy - INFO - Chain [1] start processing
14:01:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 686:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.187655   14.245912   59.054985
31 2025-08-31  37.882187   15.294618   60.972421
32 2025-09-30  37.586573   15.991010   59.817579
33 2025-10-31  37.281105   14.651779   60.387232
34 2025-11-30  36.985491   14.590608   59.685241
Forecast for Australia and Product 687:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.079547   25.818125   61.271742
31 2025-08-31  43.093273   24.923475   60.466394
32 2025-09-30  43.106557   25.804822   60.197626
33 2025-10-31  43.120284   25.673608   61.717702
34 2025-11-30  43.133568   26.611491   61.252798
14:01:53 - cmdstanpy - INFO - Chain [1] start processing
14:01:53 - cmdstanpy - INFO - Chain [1] done processing
14:01:53 - cmdstanpy - INFO - Chain [1] start processing
14:01:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 688:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.202700    7.676233   43.515303
31 2025-08-31  24.387355    6.515111   40.581840
32 2025-09-30  23.598311    5.580955   40.872499
33 2025-10-31  22.782965    4.910377   40.066658
34 2025-11-30  21.993921    4.122999   38.842247
14:01:53 - cmdstanpy - INFO - Chain [1] start processing
14:01:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 689:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.546042   28.111419   82.765979
31 2025-08-31  56.148513   32.521701   83.001591
32 2025-09-30  56.731549   29.838371   81.509144
33 2025-10-31  57.334019   28.552192   81.389637
34 2025-11-30  57.917055   31.043010   85.799397
Forecast for Australia and Product 690:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.675483    1.585387   49.407621
31 2025-08-31  25.936627    2.527962   49.999780
32 2025-09-30  25.221606    1.526456   49.247865
33 2025-10-31  24.482750    1.562920   47.107953
34 2025-11-30  23.767728    0.053193   46.122180
14:01:53 - cmdstanpy - INFO - Chain [1] start processing
14:01:53 - cmdstanpy - INFO - Chain [1] done processing
14:01:53 - cmdstanpy - INFO - Chain [1] start processing
14:01:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 691:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.572320   25.912513   53.705012
31 2025-08-31  39.653778   25.639417   53.264408
32 2025-09-30  39.732609   25.575143   53.948374
33 2025-10-31  39.814068   26.862046   53.940238
34 2025-11-30  39.892899   26.808607   53.578464
Forecast for Australia and Product 692:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.122875   14.110942   57.125629
31 2025-08-31  33.796427   13.406603   55.907229
32 2025-09-30  33.480510   12.683739   54.382275
33 2025-10-31  33.154063   10.269613   55.356128
34 2025-11-30  32.838146   11.114561   54.650030
14:01:53 - cmdstanpy - INFO - Chain [1] start processing
14:01:54 - cmdstanpy - INFO - Chain [1] done processing
14:01:54 - cmdstanpy - INFO - Chain [1] start processing
14:01:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 693:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.791614    8.086943   37.986391
31 2025-08-31  22.132735    8.440415   36.313649
32 2025-09-30  21.495110    7.403543   36.482585
33 2025-10-31  20.836230    6.102252   34.837510
34 2025-11-30  20.198605    5.936298   34.959657
Forecast for Australia and Product 694:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.038125   13.542150   63.071458
31 2025-08-31  38.739584   14.555191   63.081124
32 2025-09-30  38.450674   14.240128   64.676312
33 2025-10-31  38.152133   14.182667   61.082663
34 2025-11-30  37.863223   14.698572   61.203979
14:01:54 - cmdstanpy - INFO - Chain [1] start processing
14:01:54 - cmdstanpy - INFO - Chain [1] done processing
14:01:54 - cmdstanpy - INFO - Chain [1] start processing
14:01:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 695:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.126222   29.596555   81.472592
31 2025-08-31  57.738897   31.782024   82.250059
32 2025-09-30  58.331809   33.116382   84.188565
33 2025-10-31  58.944485   34.581607   82.871256
34 2025-11-30  59.537397   34.126123   85.713850
Forecast for Australia and Product 696:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.517747   17.554402   51.288694
31 2025-08-31  34.256709   16.758937   50.946877
32 2025-09-30  34.004091   16.316508   51.595135
33 2025-10-31  33.743052   17.485501   51.358567
34 2025-11-30  33.490435   17.466198   51.260670
14:01:54 - cmdstanpy - INFO - Chain [1] start processing
14:01:54 - cmdstanpy - INFO - Chain [1] done processing
14:01:54 - cmdstanpy - INFO - Chain [1] start processing
14:01:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 697:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.502460   28.340998   69.105350
31 2025-08-31  50.213638   30.994525   70.579130
32 2025-09-30  50.901874   31.977960   70.542115
33 2025-10-31  51.613052   32.062806   71.959473
34 2025-11-30  52.301288   32.624011   73.151434
Forecast for Australia and Product 698:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.292390   -4.385863   31.505168
31 2025-08-31  13.034517   -4.150098   31.946451
32 2025-09-30  11.817220   -5.097247   27.886807
33 2025-10-31  10.559347   -8.011974   27.416493
34 2025-11-30   9.342050   -8.177666   27.754884
14:01:54 - cmdstanpy - INFO - Chain [1] start processing
14:01:55 - cmdstanpy - INFO - Chain [1] done processing
14:01:55 - cmdstanpy - INFO - Chain [1] start processing
14:01:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 699:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.939638   11.039637   45.740361
31 2025-08-31  27.359531   10.423418   45.111905
32 2025-09-30  26.798138    8.569491   43.836487
33 2025-10-31  26.218031    6.859307   42.945208
34 2025-11-30  25.656638    8.998311   43.328299
Forecast for Australia and Product 700:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.682189   23.572737   53.485859
31 2025-08-31  38.698749   23.361893   54.798150
32 2025-09-30  38.714774   23.229755   53.505643
33 2025-10-31  38.731334   23.458488   53.869440
34 2025-11-30  38.747359   23.361792   54.379042
14:01:55 - cmdstanpy - INFO - Chain [1] start processing
14:01:55 - cmdstanpy - INFO - Chain [1] done processing
14:01:55 - cmdstanpy - INFO - Chain [1] start processing
14:01:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 701:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.209290   31.758106   82.473799
31 2025-08-31  57.035638   31.755254   82.314392
32 2025-09-30  57.835329   31.297994   81.501545
33 2025-10-31  58.661676   31.349892   83.187335
34 2025-11-30  59.461367   35.143930   84.839977
Forecast for Australia and Product 702:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.214812   21.740596   63.499185
31 2025-08-31  42.242794   21.650758   63.817920
32 2025-09-30  42.269874   21.998090   62.158670
33 2025-10-31  42.297856   21.618651   65.641212
34 2025-11-30  42.324935   18.333137   64.694115
14:01:55 - cmdstanpy - INFO - Chain [1] start processing
14:01:55 - cmdstanpy - INFO - Chain [1] done processing
14:01:55 - cmdstanpy - INFO - Chain [1] start processing
14:01:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 703:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  44.411843   21.472639   67.914198
30 2025-08-31  44.309992   19.407846   66.453383
31 2025-09-30  44.211426   21.341444   69.068752
32 2025-10-31  44.109574   20.039464   66.701437
33 2025-11-30  44.011008   21.126004   66.146236
Forecast for Australia and Product 704:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.800933   10.126767   45.295098
31 2025-08-31  27.214854    8.527867   45.550057
32 2025-09-30  26.647682    8.635695   43.763866
33 2025-10-31  26.061603    7.707196   44.590027
34 2025-11-30  25.494430    7.602933   42.698286
14:01:56 - cmdstanpy - INFO - Chain [1] start processing
14:01:56 - cmdstanpy - INFO - Chain [1] done processing
14:01:56 - cmdstanpy - INFO - Chain [1] start processing
14:01:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 705:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.130752   18.602846   63.346745
31 2025-08-31  42.249566   20.234789   64.801603
32 2025-09-30  42.364547   20.831287   65.735912
33 2025-10-31  42.483361   20.593200   63.814894
34 2025-11-30  42.598342   21.973932   63.273399
Forecast for Australia and Product 706:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.053853   29.549724   74.043033
31 2025-08-31  52.746785   29.433759   74.746069
32 2025-09-30  53.417365   30.481889   77.190243
33 2025-10-31  54.110297   32.697884   77.658398
34 2025-11-30  54.780876   32.575471   77.936961
14:01:56 - cmdstanpy - INFO - Chain [1] start processing
14:01:56 - cmdstanpy - INFO - Chain [1] done processing
14:01:56 - cmdstanpy - INFO - Chain [1] start processing
14:01:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 707:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.759614   24.866795   78.258646
31 2025-08-31  53.238160   29.437707   78.810300
32 2025-09-30  53.701269   30.004249   78.856787
33 2025-10-31  54.179814   29.589934   78.025896
34 2025-11-30  54.642923   30.424466   78.625421
Forecast for Australia and Product 708:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.707842   13.096536   49.690614
31 2025-08-31  31.230769   13.365099   48.948065
32 2025-09-30  30.769085   13.759890   47.895686
33 2025-10-31  30.292012   11.615097   47.927556
34 2025-11-30  29.830329   11.317923   47.536524
14:01:56 - cmdstanpy - INFO - Chain [1] start processing
14:01:56 - cmdstanpy - INFO - Chain [1] done processing
14:01:56 - cmdstanpy - INFO - Chain [1] start processing
14:01:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 709:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.058609   17.886502   54.501555
31 2025-08-31  35.810171   16.977074   54.819522
32 2025-09-30  35.569748   16.688767   55.867928
33 2025-10-31  35.321310   14.957244   53.886145
34 2025-11-30  35.080887   15.852068   55.893000
Forecast for Australia and Product 710:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.487168   31.781274   76.644873
31 2025-08-31  55.078557   33.269368   77.100117
32 2025-09-30  55.650869   32.961684   76.622237
33 2025-10-31  56.242259   33.202638   79.034402
34 2025-11-30  56.814571   34.428374   79.685233
14:01:57 - cmdstanpy - INFO - Chain [1] start processing
14:01:57 - cmdstanpy - INFO - Chain [1] done processing
14:01:57 - cmdstanpy - INFO - Chain [1] start processing
14:01:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 711:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.522490   13.565669   55.871966
31 2025-08-31  34.262804   12.735863   57.619362
32 2025-09-30  34.011494   12.786390   55.714223
33 2025-10-31  33.751808   10.931184   53.962174
34 2025-11-30  33.500498   13.177466   55.412246
Forecast for Australia and Product 712:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  63.607065   42.711599   82.541586
31 2025-08-31  64.689904   45.207730   84.420420
32 2025-09-30  65.737812   46.443965   86.593719
33 2025-10-31  66.820651   45.975287   87.447541
34 2025-11-30  67.868560   48.327684   88.561331
14:01:57 - cmdstanpy - INFO - Chain [1] start processing
14:01:57 - cmdstanpy - INFO - Chain [1] done processing
14:01:57 - cmdstanpy - INFO - Chain [1] start processing
14:01:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 713:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.885349   19.091451   54.195772
31 2025-08-31  36.780203   19.208969   54.987977
32 2025-09-30  36.678449   18.964583   53.730869
33 2025-10-31  36.573303   17.989824   55.178605
34 2025-11-30  36.471549   18.228137   55.193584
Forecast for Australia and Product 714:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.529580   23.040887   61.583838
31 2025-08-31  42.413641   22.037343   60.948122
32 2025-09-30  42.301442   22.514693   62.199593
33 2025-10-31  42.185502   22.411426   61.531484
34 2025-11-30  42.073303   24.452181   59.779254
14:01:57 - cmdstanpy - INFO - Chain [1] start processing
14:01:57 - cmdstanpy - INFO - Chain [1] done processing
14:01:57 - cmdstanpy - INFO - Chain [1] start processing
14:01:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 715:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  63.049664   46.476078   78.259664
31 2025-08-31  64.103515   49.033100   78.810550
32 2025-09-30  65.123371   49.831921   80.660326
33 2025-10-31  66.177222   52.100475   82.769699
34 2025-11-30  67.197077   52.567669   81.909030
Forecast for Australia and Product 716:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.603920   26.652919   63.076623
31 2025-08-31  46.209313   28.279208   64.004566
32 2025-09-30  46.795177   29.585146   64.410763
33 2025-10-31  47.400569   30.639010   64.886958
34 2025-11-30  47.986433   28.525887   65.266272
14:01:58 - cmdstanpy - INFO - Chain [1] start processing
14:01:58 - cmdstanpy - INFO - Chain [1] done processing
14:01:58 - cmdstanpy - INFO - Chain [1] start processing
14:01:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 717:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.444959   24.810361   63.915615
31 2025-08-31  43.823092   24.153907   62.012055
32 2025-09-30  44.189027   22.415783   64.666785
33 2025-10-31  44.567160   24.099184   63.223197
34 2025-11-30  44.933095   25.010819   65.097799
Forecast for Australia and Product 718:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.273213   19.611888   67.211525
31 2025-08-31  44.160281   21.230056   65.623203
32 2025-09-30  44.050992   20.735249   67.257986
33 2025-10-31  43.938060   19.632649   67.135667
34 2025-11-30  43.828770   21.270867   67.011147
14:01:58 - cmdstanpy - INFO - Chain [1] start processing
14:01:58 - cmdstanpy - INFO - Chain [1] done processing
14:01:58 - cmdstanpy - INFO - Chain [1] start processing
14:01:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 719:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.544386   22.601721   69.545018
31 2025-08-31  45.876685   21.988642   70.592311
32 2025-09-30  46.198265   23.157382   68.848503
33 2025-10-31  46.530564   25.302051   71.328487
34 2025-11-30  46.852144   22.430955   70.333665
Forecast for Australia and Product 720:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.481940   18.720836   58.448769
31 2025-08-31  37.154148   16.965326   57.681051
32 2025-09-30  36.836930   16.493951   56.569552
33 2025-10-31  36.509138   15.261858   56.644121
34 2025-11-30  36.191920   15.587025   56.647592
14:01:58 - cmdstanpy - INFO - Chain [1] start processing
14:01:58 - cmdstanpy - INFO - Chain [1] done processing
14:01:58 - cmdstanpy - INFO - Chain [1] start processing
14:01:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 721:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.508351   16.822287   46.951742
31 2025-08-31  31.139384   17.216628   45.270778
32 2025-09-30  30.782320   16.102323   45.758205
33 2025-10-31  30.413354   15.232697   44.316069
34 2025-11-30  30.056290   15.863197   44.356137
Forecast for Australia and Product 722:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  39.197996   17.913442   61.333075
30 2025-08-31  39.075686   16.931670   58.698099
31 2025-09-30  38.957322   16.773527   60.463748
32 2025-10-31  38.835012   17.806048   60.037405
33 2025-11-30  38.716648   17.258555   60.087935
14:01:59 - cmdstanpy - INFO - Chain [1] start processing
14:01:59 - cmdstanpy - INFO - Chain [1] done processing
14:01:59 - cmdstanpy - INFO - Chain [1] start processing
14:01:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 723:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.047543   15.981300   45.312527
31 2025-08-31  29.872630   14.965597   45.219052
32 2025-09-30  29.703359   15.888357   45.800385
33 2025-10-31  29.528446   15.406736   44.283228
34 2025-11-30  29.359175   14.125954   43.796627
14:01:59 - cmdstanpy - INFO - Chain [1] start processing
14:01:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 724:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.924365   25.433874   67.718248
31 2025-08-31  47.060003   26.790477   67.392225
32 2025-09-30  47.191266   27.244716   67.652158
33 2025-10-31  47.326905   26.115397   69.476250
34 2025-11-30  47.458168   27.521091   69.168175
Forecast for Australia and Product 725:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.614975    5.107445   52.548041
31 2025-08-31  26.847571    3.754416   50.888083
32 2025-09-30  26.104922    2.958003   51.219243
33 2025-10-31  25.337519    1.773053   50.650859
34 2025-11-30  24.594870   -0.487748   49.393128
14:01:59 - cmdstanpy - INFO - Chain [1] start processing
14:01:59 - cmdstanpy - INFO - Chain [1] done processing
14:01:59 - cmdstanpy - INFO - Chain [1] start processing
14:01:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 726:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.597654    2.709796   31.961815
31 2025-08-31  16.561799    1.769498   31.244539
32 2025-09-30  15.559359    0.668140   29.904521
33 2025-10-31  14.523504    0.322780   28.388858
34 2025-11-30  13.521063   -1.164287   29.433115
Forecast for Australia and Product 727:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.305469   16.054340   54.065388
31 2025-08-31  35.059741   16.776936   54.713925
32 2025-09-30  34.821939   16.559021   54.097112
33 2025-10-31  34.576211   15.302222   53.254089
34 2025-11-30  34.338410   14.872168   51.798233
14:02:00 - cmdstanpy - INFO - Chain [1] start processing
14:02:00 - cmdstanpy - INFO - Chain [1] done processing
14:02:00 - cmdstanpy - INFO - Chain [1] start processing
14:02:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 728:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.030443   38.928630   76.361101
31 2025-08-31  58.803443   40.259430   77.287912
32 2025-09-30  59.551508   40.999676   79.355878
33 2025-10-31  60.324508   41.286832   80.027575
34 2025-11-30  61.072572   42.672093   80.477369
Forecast for Australia and Product 729:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.088271   23.790567   53.552901
31 2025-08-31  38.981281   23.915677   54.520474
32 2025-09-30  38.877742   22.317895   53.585896
33 2025-10-31  38.770751   22.856076   53.773127
34 2025-11-30  38.667212   23.270257   55.660253
14:02:00 - cmdstanpy - INFO - Chain [1] start processing
14:02:00 - cmdstanpy - INFO - Chain [1] done processing
14:02:00 - cmdstanpy - INFO - Chain [1] start processing
14:02:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 730:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.139496   15.799537   62.820734
31 2025-08-31  39.011951   16.596103   61.407523
32 2025-09-30  38.888520   17.469648   60.619557
33 2025-10-31  38.760975   17.245663   62.438512
34 2025-11-30  38.637544   18.590546   61.860288
Forecast for Australia and Product 731:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.712883   21.149213   60.871106
31 2025-08-31  41.907615   22.581542   62.351537
32 2025-09-30  42.096066   21.820459   61.012258
33 2025-10-31  42.290798   20.814589   60.980344
34 2025-11-30  42.479248   21.493675   63.908866
14:02:00 - cmdstanpy - INFO - Chain [1] start processing
14:02:00 - cmdstanpy - INFO - Chain [1] done processing
14:02:00 - cmdstanpy - INFO - Chain [1] start processing
14:02:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 732:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.777454   20.139713   58.249471
31 2025-08-31  38.768078   19.385467   57.596195
32 2025-09-30  38.759005   20.831978   56.068629
33 2025-10-31  38.749629   20.240724   56.021274
34 2025-11-30  38.740556   21.600239   56.799793
Forecast for Australia and Product 733:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.403227   13.667901   56.128898
31 2025-08-31  34.816674   13.334776   55.941023
32 2025-09-30  34.249041   14.499811   53.630431
33 2025-10-31  33.662488   13.727987   55.312010
34 2025-11-30  33.094856   10.907085   53.864991
14:02:01 - cmdstanpy - INFO - Chain [1] start processing
14:02:01 - cmdstanpy - INFO - Chain [1] done processing
14:02:01 - cmdstanpy - INFO - Chain [1] start processing
14:02:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 734:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.503531   30.889783   65.489102
31 2025-08-31  47.919873   31.265721   65.401834
32 2025-09-30  48.322785   29.435644   66.082834
33 2025-10-31  48.739127   32.471810   69.032176
34 2025-11-30  49.142039   31.623018   67.934706
Forecast for Australia and Product 735:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.311226   23.050612   62.440876
31 2025-08-31  43.323355   22.465440   62.536842
32 2025-09-30  43.335093   24.350331   63.850270
33 2025-10-31  43.347223   23.701417   63.860935
34 2025-11-30  43.358961   22.947506   62.845547
14:02:01 - cmdstanpy - INFO - Chain [1] start processing
14:02:01 - cmdstanpy - INFO - Chain [1] done processing
14:02:01 - cmdstanpy - INFO - Chain [1] start processing
14:02:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 736:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.776028   35.577945   79.530033
31 2025-08-31  58.146106   37.537143   78.691351
32 2025-09-30  58.504246   38.637996   79.952546
33 2025-10-31  58.874324   36.352792   81.046626
34 2025-11-30  59.232464   39.098368   80.673057
Forecast for Australia and Product 737:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.316674   20.293032   73.307038
31 2025-08-31  48.609066   23.317590   72.915946
32 2025-09-30  48.892025   23.312262   74.795741
33 2025-10-31  49.184417   25.005720   74.095278
34 2025-11-30  49.467376   26.144231   76.018907
14:02:01 - cmdstanpy - INFO - Chain [1] start processing
14:02:01 - cmdstanpy - INFO - Chain [1] done processing
14:02:01 - cmdstanpy - INFO - Chain [1] start processing
14:02:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 738:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.792762   30.365991   66.415732
31 2025-08-31  49.141875   31.599346   68.994318
32 2025-09-30  49.479726   30.402742   67.770938
33 2025-10-31  49.828839   31.085491   68.818382
34 2025-11-30  50.166690   31.844072   69.821544
14:02:02 - cmdstanpy - INFO - Chain [1] start processing
14:02:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 739:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.764749   22.336714   66.350122
31 2025-08-31  43.940923   21.660947   67.117179
32 2025-09-30  44.111413   22.688837   65.306383
33 2025-10-31  44.287587   22.415595   64.518339
34 2025-11-30  44.458078   21.272968   66.214836
Forecast for Australia and Product 740:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.715870   12.432905   47.673278
31 2025-08-31  29.332719   10.624179   47.644527
32 2025-09-30  28.961927   10.885759   47.550595
33 2025-10-31  28.578775   11.119976   45.067488
34 2025-11-30  28.207983   11.379840   45.187027
14:02:02 - cmdstanpy - INFO - Chain [1] start processing
14:02:02 - cmdstanpy - INFO - Chain [1] done processing
14:02:02 - cmdstanpy - INFO - Chain [1] start processing
14:02:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 741:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.335565   -3.371963   59.909115
31 2025-08-31  27.185920   -1.680540   55.848193
32 2025-09-30  26.073360   -5.333852   54.007827
33 2025-10-31  24.923715   -5.126064   54.176708
34 2025-11-30  23.811156   -2.878918   54.051846
Forecast for Australia and Product 742:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.759715   21.806715   67.123405
31 2025-08-31  45.145475   23.110508   65.886038
32 2025-09-30  45.518791   25.137757   67.410052
33 2025-10-31  45.904550   23.777278   67.962467
34 2025-11-30  46.277866   24.353041   68.316396
14:02:02 - cmdstanpy - INFO - Chain [1] start processing
14:02:02 - cmdstanpy - INFO - Chain [1] done processing
14:02:02 - cmdstanpy - INFO - Chain [1] start processing
14:02:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 743:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.870200   18.746556   58.128881
31 2025-08-31  37.528364   18.757154   57.379626
32 2025-09-30  37.197555   17.644168   57.586170
33 2025-10-31  36.855719   16.866768   55.884388
34 2025-11-30  36.524910   16.557364   55.555631
14:02:03 - cmdstanpy - INFO - Chain [1] start processing
14:02:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 744:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.191130   11.397219   50.938301
31 2025-08-31  30.803064    9.432053   52.090895
32 2025-09-30  30.427517   10.923307   51.129125
33 2025-10-31  30.039451    7.198174   50.118266
34 2025-11-30  29.663904    8.337295   51.432296
Forecast for Australia and Product 745:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.360351   16.503814   66.850282
31 2025-08-31  41.297104   16.622819   66.630239
32 2025-09-30  41.235898   16.853059   65.531608
33 2025-10-31  41.172651   14.710989   66.689891
34 2025-11-30  41.111444   15.232356   63.328716
14:02:03 - cmdstanpy - INFO - Chain [1] start processing
14:02:03 - cmdstanpy - INFO - Chain [1] done processing
14:02:03 - cmdstanpy - INFO - Chain [1] start processing
14:02:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 746:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.695288   18.192764   64.845328
31 2025-08-31  41.466175   16.788806   64.255038
32 2025-09-30  41.244453   18.536107   65.368229
33 2025-10-31  41.015340   18.287213   63.608361
34 2025-11-30  40.793618   18.640702   63.873847
Forecast for Australia and Product 747:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.098087   21.928493   63.569205
31 2025-08-31  42.210664   22.233838   63.923149
32 2025-09-30  42.319609   21.487542   62.370594
33 2025-10-31  42.432185   22.136306   61.960436
34 2025-11-30  42.541130   22.347221   61.167599
14:02:04 - cmdstanpy - INFO - Chain [1] start processing
14:02:04 - cmdstanpy - INFO - Chain [1] done processing
14:02:04 - cmdstanpy - INFO - Chain [1] start processing
14:02:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 748:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.979151    9.430887   54.744892
31 2025-08-31  31.450348    7.052510   54.130321
32 2025-09-30  30.938603    8.719424   53.736066
33 2025-10-31  30.409800    7.466401   52.071541
34 2025-11-30  29.898055    7.860675   52.718725
Forecast for Australia and Product 749:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.425095   18.725923   53.247131
31 2025-08-31  34.937696   16.845170   52.507681
32 2025-09-30  34.466018   16.074326   51.297937
33 2025-10-31  33.978619   16.478935   50.358574
34 2025-11-30  33.506942   16.046792   50.413096
14:02:04 - cmdstanpy - INFO - Chain [1] start processing
14:02:04 - cmdstanpy - INFO - Chain [1] done processing
14:02:04 - cmdstanpy - INFO - Chain [1] start processing
14:02:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 750:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.799326   32.369876   71.113913
31 2025-08-31  52.517228   30.263501   71.201902
32 2025-09-30  53.211971   33.525277   72.122879
33 2025-10-31  53.929873   34.078815   75.481817
34 2025-11-30  54.624616   34.185086   73.771260
Forecast for Australia and Product 751:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.247657   21.906163   61.845220
31 2025-08-31  42.293396   22.149082   62.614376
32 2025-09-30  42.337660   23.236661   61.719955
33 2025-10-31  42.383400   21.854593   63.841660
34 2025-11-30  42.427664   21.410964   63.066561
14:02:04 - cmdstanpy - INFO - Chain [1] start processing
14:02:04 - cmdstanpy - INFO - Chain [1] done processing
14:02:04 - cmdstanpy - INFO - Chain [1] start processing
14:02:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 752:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  27.795817    9.018950   45.688330
30 2025-08-31  27.209931    8.555238   45.751717
31 2025-09-30  26.642944    7.099653   45.239317
32 2025-10-31  26.057058    8.095556   43.747972
33 2025-11-30  25.490072    6.799116   43.659519
Forecast for Australia and Product 753:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.070258   39.087843   76.397945
31 2025-08-31  58.199659   39.903757   76.781343
32 2025-09-30  59.292627   40.905884   77.499730
33 2025-10-31  60.422028   41.008378   79.381940
34 2025-11-30  61.514997   42.977320   78.997308
14:02:05 - cmdstanpy - INFO - Chain [1] start processing
14:02:05 - cmdstanpy - INFO - Chain [1] done processing
14:02:05 - cmdstanpy - INFO - Chain [1] start processing
14:02:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 754:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  67.007018   47.610207   87.160257
31 2025-08-31  68.346374   48.168547   87.991422
32 2025-09-30  69.642525   48.891589   91.293156
33 2025-10-31  70.981881   50.339352   91.120886
34 2025-11-30  72.278033   51.545684   92.212290
Forecast for Australia and Product 755:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.250673   13.369600   54.197536
31 2025-08-31  34.130816   14.633439   55.219253
32 2025-09-30  34.014826   12.592635   55.190158
33 2025-10-31  33.894969   11.971000   53.120134
34 2025-11-30  33.778978   14.227633   54.867750
14:02:05 - cmdstanpy - INFO - Chain [1] start processing
14:02:05 - cmdstanpy - INFO - Chain [1] done processing
14:02:05 - cmdstanpy - INFO - Chain [1] start processing
14:02:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 756:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.936054    4.065671   39.418954
31 2025-08-31  19.986725    2.550014   38.264655
32 2025-09-30  19.068020    1.412906   37.311857
33 2025-10-31  18.118692   -0.098695   35.860965
34 2025-11-30  17.199987   -1.120611   35.783117
Forecast for Australia and Product 757:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.347115   28.742331   68.130274
31 2025-08-31  48.871910   29.364786   68.714659
32 2025-09-30  49.379776   29.692689   68.804340
33 2025-10-31  49.904571   29.950728   68.269607
34 2025-11-30  50.412437   31.666907   69.594771
14:02:05 - cmdstanpy - INFO - Chain [1] start processing
14:02:05 - cmdstanpy - INFO - Chain [1] done processing
14:02:05 - cmdstanpy - INFO - Chain [1] start processing
14:02:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 758:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.636415   19.754563   61.537811
31 2025-08-31  41.159874   17.903268   61.304010
32 2025-09-30  41.666447   20.028370   65.117528
33 2025-10-31  42.189905   21.189268   63.231448
34 2025-11-30  42.696478   22.617126   64.135832
Forecast for Australia and Product 759:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.954165   26.249572   59.795844
31 2025-08-31  42.972839   24.681866   60.402787
32 2025-09-30  42.990912   26.190532   61.732536
33 2025-10-31  43.009587   25.869577   60.938424
34 2025-11-30  43.027659   25.000115   61.203194
14:02:06 - cmdstanpy - INFO - Chain [1] start processing
14:02:06 - cmdstanpy - INFO - Chain [1] done processing
14:02:06 - cmdstanpy - INFO - Chain [1] start processing
14:02:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 760:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.226236   21.538638   71.591984
31 2025-08-31  47.402718   22.167950   72.917107
32 2025-09-30  47.573506   21.212977   73.112528
33 2025-10-31  47.749987   23.719980   71.462378
34 2025-11-30  47.920776   23.589099   74.069686
Forecast for Australia and Product 761:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.933872   26.864636   89.516977
31 2025-08-31  59.824692   27.891529   89.060661
32 2025-09-30  60.686777   30.581995   93.510025
33 2025-10-31  61.577597   28.571002   94.377504
34 2025-11-30  62.439681   29.305205   93.458594
14:02:06 - cmdstanpy - INFO - Chain [1] start processing
14:02:06 - cmdstanpy - INFO - Chain [1] done processing
14:02:06 - cmdstanpy - INFO - Chain [1] start processing
14:02:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 762:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.333587   26.682731   61.186900
31 2025-08-31  44.736029   28.489640   60.858586
32 2025-09-30  45.125489   29.504161   62.699709
33 2025-10-31  45.527931   28.386895   61.584400
34 2025-11-30  45.917391   29.361975   62.448062
Forecast for Australia and Product 763:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.800070   33.999059   74.090513
31 2025-08-31  54.252979   34.968109   74.548913
32 2025-09-30  54.691278   33.757690   74.527369
33 2025-10-31  55.144187   35.558930   76.267555
34 2025-11-30  55.582486   36.184853   74.845042
14:02:06 - cmdstanpy - INFO - Chain [1] start processing
14:02:06 - cmdstanpy - INFO - Chain [1] done processing
14:02:06 - cmdstanpy - INFO - Chain [1] start processing
14:02:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 764:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  12.929765   -5.109071   33.998326
31 2025-08-31  11.526612   -9.939405   31.125138
32 2025-09-30  10.168722   -9.980113   29.930058
33 2025-10-31   8.765568   -9.909121   29.419876
34 2025-11-30   7.407678  -13.451881   27.406846
Forecast for Australia and Product 765:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.546819    6.807823   44.315623
31 2025-08-31  25.699341    6.897972   43.951839
32 2025-09-30  24.879200    6.369643   44.040264
33 2025-10-31  24.031722    5.161038   43.006963
34 2025-11-30  23.211581    5.140534   42.544542
14:02:07 - cmdstanpy - INFO - Chain [1] start processing
14:02:07 - cmdstanpy - INFO - Chain [1] done processing
14:02:07 - cmdstanpy - INFO - Chain [1] start processing
14:02:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 766:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.905316   24.976735   53.228809
31 2025-08-31  39.841991   24.401220   54.162263
32 2025-09-30  39.780709   23.818182   54.598638
33 2025-10-31  39.717385   24.563307   54.698721
34 2025-11-30  39.656103   23.648214   54.701063
Forecast for Australia and Product 767:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.605076   24.705983   54.286105
31 2025-08-31  39.586229   25.244459   54.248198
32 2025-09-30  39.567990   25.842431   53.925995
33 2025-10-31  39.549144   25.615727   54.520237
34 2025-11-30  39.530905   24.237451   54.965394
14:02:07 - cmdstanpy - INFO - Chain [1] start processing
14:02:07 - cmdstanpy - INFO - Chain [1] done processing
14:02:07 - cmdstanpy - INFO - Chain [1] start processing
14:02:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 768:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.316140   -0.231943   31.739538
31 2025-08-31  14.050824   -2.510823   29.405115
32 2025-09-30  12.826324   -4.481282   29.777436
33 2025-10-31  11.561008   -4.784872   27.265047
34 2025-11-30  10.336508   -4.706915   25.596739
Forecast for Australia and Product 769:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.945627   31.452859   64.815286
31 2025-08-31  49.316181   32.831043   64.943911
32 2025-09-30  49.674782   32.428342   65.827210
33 2025-10-31  50.045336   32.785822   66.427320
34 2025-11-30  50.403937   33.745953   66.687347
14:02:07 - cmdstanpy - INFO - Chain [1] start processing
14:02:07 - cmdstanpy - INFO - Chain [1] done processing
14:02:08 - cmdstanpy - INFO - Chain [1] start processing
14:02:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 770:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.528874   23.102122   57.073912
31 2025-08-31  40.282254   23.212625   57.310471
32 2025-09-30  40.043589   22.196768   57.346776
33 2025-10-31  39.796968   23.131367   55.914195
34 2025-11-30  39.558303   22.118338   56.538265
Forecast for Australia and Product 771:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.609367   27.449088   64.240320
31 2025-08-31  45.853643   27.000872   64.925619
32 2025-09-30  46.090039   26.458457   64.672671
33 2025-10-31  46.334315   28.200120   65.336723
34 2025-11-30  46.570711   28.943064   64.290372
14:02:08 - cmdstanpy - INFO - Chain [1] start processing
14:02:08 - cmdstanpy - INFO - Chain [1] done processing
14:02:08 - cmdstanpy - INFO - Chain [1] start processing
14:02:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 772:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.606624   -0.202791   40.046228
31 2025-08-31  19.580606   -1.543875   40.127884
32 2025-09-30  18.587685   -0.928708   37.208898
33 2025-10-31  17.561667   -0.310689   37.677233
34 2025-11-30  16.568746   -2.765530   36.106360
Forecast for Australia and Product 773:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.014226   21.805775   53.840668
31 2025-08-31  36.793764   20.406613   52.925004
32 2025-09-30  36.580413   19.191840   53.284544
33 2025-10-31  36.359951   19.929415   52.587994
34 2025-11-30  36.146600   19.870047   52.154285
14:02:08 - cmdstanpy - INFO - Chain [1] start processing
14:02:08 - cmdstanpy - INFO - Chain [1] done processing
14:02:08 - cmdstanpy - INFO - Chain [1] start processing
14:02:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 774:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.586378   -6.110638   36.607155
31 2025-08-31  14.134022   -8.502192   35.346244
32 2025-09-30  12.728516   -7.720225   34.258020
33 2025-10-31  11.276160  -10.472862   31.431387
34 2025-11-30   9.870654  -11.155622   31.351709
14:02:08 - cmdstanpy - INFO - Chain [1] start processing
14:02:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 775:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.374703   15.482803   54.073557
31 2025-08-31  34.245231   14.674152   53.556493
32 2025-09-30  34.119936   14.687239   55.244233
33 2025-10-31  33.990465   14.789798   52.895066
34 2025-11-30  33.865170   14.853348   52.741895
Forecast for Australia and Product 776:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.235806   10.780945   57.851326
31 2025-08-31  34.977445   11.303603   58.886135
32 2025-09-30  34.727417   10.779500   58.982053
33 2025-10-31  34.469055   11.392080   58.891172
34 2025-11-30  34.219028   11.254230   57.648414
14:02:09 - cmdstanpy - INFO - Chain [1] start processing
14:02:09 - cmdstanpy - INFO - Chain [1] done processing
14:02:09 - cmdstanpy - INFO - Chain [1] start processing
14:02:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 777:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.057550    8.636949   54.951601
31 2025-08-31  31.343087    8.713373   54.062665
32 2025-09-30  30.651671    7.818984   54.239818
33 2025-10-31  29.937208    7.415593   54.393355
34 2025-11-30  29.245793    6.970727   53.225957
Forecast for Australia and Product 778:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.939480   21.786883   60.048162
31 2025-08-31  39.755155   19.932681   59.664308
32 2025-09-30  39.576776   22.113030   58.955936
33 2025-10-31  39.392452   20.532883   57.810159
34 2025-11-30  39.214073   20.054306   57.585890
14:02:09 - cmdstanpy - INFO - Chain [1] start processing
14:02:09 - cmdstanpy - INFO - Chain [1] done processing
14:02:09 - cmdstanpy - INFO - Chain [1] start processing
14:02:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 779:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.252861   22.469862   59.143830
31 2025-08-31  40.109876   23.116775   58.171629
32 2025-09-30  39.971504   21.757224   58.401955
33 2025-10-31  39.828519   22.268165   57.217795
34 2025-11-30  39.690146   22.256036   57.995775
Forecast for Australia and Product 780:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.391623   35.317443   66.817108
31 2025-08-31  51.020892   34.795281   67.096932
32 2025-09-30  51.629861   36.595871   67.974261
33 2025-10-31  52.259130   36.455369   68.266360
34 2025-11-30  52.868100   37.322120   68.736070
14:02:09 - cmdstanpy - INFO - Chain [1] start processing
14:02:09 - cmdstanpy - INFO - Chain [1] done processing
14:02:10 - cmdstanpy - INFO - Chain [1] start processing
14:02:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 781:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.454240   22.723513   58.583163
31 2025-08-31  41.330941   22.952999   60.311783
32 2025-09-30  41.211620   22.996858   58.456641
33 2025-10-31  41.088321   23.133107   58.302106
34 2025-11-30  40.968999   24.388644   58.282946
Forecast for Australia and Product 782:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.203765   24.159380   53.823223
31 2025-08-31  39.387175   23.385546   54.007464
32 2025-09-30  39.564669   24.592816   55.755543
33 2025-10-31  39.748080   25.384040   54.898698
34 2025-11-30  39.925574   24.309801   55.049354
14:02:10 - cmdstanpy - INFO - Chain [1] start processing
14:02:10 - cmdstanpy - INFO - Chain [1] done processing
14:02:10 - cmdstanpy - INFO - Chain [1] start processing
14:02:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 783:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.161237   31.335265   68.608078
31 2025-08-31  49.799175   30.016799   68.202801
32 2025-09-30  50.416535   31.769184   69.689970
33 2025-10-31  51.054473   31.997827   69.965629
34 2025-11-30  51.671833   32.262978   70.686636
Forecast for Australia and Product 784:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.287335   12.839353   63.979196
31 2025-08-31  38.060299   12.525026   60.901370
32 2025-09-30  37.840587   13.156303   63.903185
33 2025-10-31  37.613551   14.510433   60.648241
34 2025-11-30  37.393839   11.586185   61.021974
14:02:10 - cmdstanpy - INFO - Chain [1] start processing
14:02:10 - cmdstanpy - INFO - Chain [1] done processing
14:02:10 - cmdstanpy - INFO - Chain [1] start processing
14:02:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 785:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.838290    0.341107   43.949391
31 2025-08-31  20.797352   -1.770971   41.736864
32 2025-09-30  19.789993   -2.972297   43.406481
33 2025-10-31  18.749056   -3.978012   40.821499
34 2025-11-30  17.741697   -4.750152   38.464460
Forecast for Australia and Product 786:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.805695   23.192455   63.298851
31 2025-08-31  43.982716   24.078176   63.372187
32 2025-09-30  44.154027   25.252406   64.445597
33 2025-10-31  44.331048   25.058651   62.998923
34 2025-11-30  44.502359   26.427790   62.496492
14:02:11 - cmdstanpy - INFO - Chain [1] start processing
14:02:11 - cmdstanpy - INFO - Chain [1] done processing
14:02:11 - cmdstanpy - INFO - Chain [1] start processing
14:02:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 787:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  11.208114   -8.519056   30.040501
31 2025-08-31   9.746778   -8.539841   29.536173
32 2025-09-30   8.332581   -8.221012   26.068449
33 2025-10-31   6.871245  -10.861912   25.311077
34 2025-11-30   5.457049  -12.712765   23.957954
Forecast for Australia and Product 788:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.937678   -1.032993   44.541769
31 2025-08-31  20.916193   -1.088783   43.342132
32 2025-09-30  19.927659   -0.385122   41.225613
33 2025-10-31  18.906175   -2.744255   41.805200
34 2025-11-30  17.917641   -4.828395   40.475051
14:02:11 - cmdstanpy - INFO - Chain [1] start processing
14:02:11 - cmdstanpy - INFO - Chain [1] done processing
14:02:11 - cmdstanpy - INFO - Chain [1] start processing
14:02:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 789:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.754212   11.400628   60.731583
31 2025-08-31  36.586169   12.702642   59.683291
32 2025-09-30  36.423546   14.272295   61.863985
33 2025-10-31  36.255503   10.990470   59.544384
34 2025-11-30  36.092881   11.798659   61.256045
Forecast for Australia and Product 790:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.729870   18.656231   47.728649
31 2025-08-31  32.429956   15.837100   48.099937
32 2025-09-30  32.139717   16.806587   49.100851
33 2025-10-31  31.839804   15.957610   48.696130
34 2025-11-30  31.549565   16.423990   47.003988
14:02:11 - cmdstanpy - INFO - Chain [1] start processing
14:02:11 - cmdstanpy - INFO - Chain [1] done processing
14:02:11 - cmdstanpy - INFO - Chain [1] start processing
14:02:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 791:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  16.38041   -3.058683   33.067628
31 2025-08-31  15.02263   -4.034128   34.154337
32 2025-09-30  13.70865   -4.313319   30.836507
33 2025-10-31  12.35087   -7.349865   30.809448
34 2025-11-30  11.03689   -7.571613   30.844703
Forecast for Australia and Product 792:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.062048   15.124239   67.623235
31 2025-08-31  40.832245   14.271747   65.720251
32 2025-09-30  40.609855   16.040944   63.497351
33 2025-10-31  40.380052   15.021880   65.615459
34 2025-11-30  40.157662   15.333329   65.004369
14:02:12 - cmdstanpy - INFO - Chain [1] start processing
14:02:12 - cmdstanpy - INFO - Chain [1] done processing
14:02:12 - cmdstanpy - INFO - Chain [1] start processing
14:02:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 793:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.047953   22.809975   56.828795
31 2025-08-31  40.241728   22.424364   56.980306
32 2025-09-30  40.429253   22.744286   57.928626
33 2025-10-31  40.623028   23.566512   57.950417
34 2025-11-30  40.810552   23.129798   58.269756
Forecast for Australia and Product 794:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.882817   21.485382   58.577780
31 2025-08-31  39.849668   19.880922   57.313527
32 2025-09-30  39.817589   20.302654   58.927339
33 2025-10-31  39.784440   21.764772   59.644528
34 2025-11-30  39.752361   21.396605   58.912004
14:02:12 - cmdstanpy - INFO - Chain [1] start processing
14:02:12 - cmdstanpy - INFO - Chain [1] done processing
14:02:12 - cmdstanpy - INFO - Chain [1] start processing
14:02:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 795:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.300614   34.839801   61.538954
31 2025-08-31  48.897305   36.211019   62.708770
32 2025-09-30  49.474749   35.810258   63.433839
33 2025-10-31  50.071440   35.859622   64.069235
34 2025-11-30  50.648883   36.599627   63.969077
Forecast for Australia and Product 796:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.251022    9.423010   50.393902
31 2025-08-31  29.777929    8.110725   50.573374
32 2025-09-30  29.320096    8.960539   50.662819
33 2025-10-31  28.847003    7.179201   48.032993
34 2025-11-30  28.389171    8.880736   48.601616
14:02:12 - cmdstanpy - INFO - Chain [1] start processing
14:02:12 - cmdstanpy - INFO - Chain [1] done processing
14:02:12 - cmdstanpy - INFO - Chain [1] start processing
14:02:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 797:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.968788   27.103644   65.862122
31 2025-08-31  46.299909   25.612812   67.492353
32 2025-09-30  46.620349   25.802298   66.361100
33 2025-10-31  46.951470   26.333320   68.061088
34 2025-11-30  47.271910   27.297112   66.379323
Forecast for Australia and Product 798:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.771307   15.598676   51.565267
31 2025-08-31  33.572830   14.078652   53.590740
32 2025-09-30  33.380756   14.172127   51.101713
33 2025-10-31  33.182279   14.953870   52.708296
34 2025-11-30  32.990205   13.221370   52.105200
14:02:13 - cmdstanpy - INFO - Chain [1] start processing
14:02:13 - cmdstanpy - INFO - Chain [1] done processing
14:02:13 - cmdstanpy - INFO - Chain [1] start processing
14:02:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 799:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.870068   18.887258   55.808330
31 2025-08-31  36.687143   19.368164   57.115394
32 2025-09-30  36.510118   19.118831   55.406318
33 2025-10-31  36.327192   17.358005   54.176288
34 2025-11-30  36.150167   18.796217   53.985647
Forecast for Australia and Product 800:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.719965   15.182545   57.938818
31 2025-08-31  35.552045   13.033650   55.367305
32 2025-09-30  35.389542   14.828487   55.983727
33 2025-10-31  35.221623   15.045376   56.761862
34 2025-11-30  35.059120   15.951368   57.841864
14:02:13 - cmdstanpy - INFO - Chain [1] start processing
14:02:13 - cmdstanpy - INFO - Chain [1] done processing
14:02:13 - cmdstanpy - INFO - Chain [1] start processing
14:02:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 801:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.543447   25.726950   69.060344
31 2025-08-31  47.864071   26.578522   68.436318
32 2025-09-30  48.174353   27.087625   70.090560
33 2025-10-31  48.494978   27.709366   69.816940
34 2025-11-30  48.805260   28.324380   72.216547
Forecast for Australia and Product 802:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.003908   21.235405   62.625234
31 2025-08-31  40.890156   18.930257   61.363293
32 2025-09-30  40.780073   20.523303   61.899947
33 2025-10-31  40.666321   19.793161   61.238461
34 2025-11-30  40.556239   18.653492   61.143944
14:02:13 - cmdstanpy - INFO - Chain [1] start processing
14:02:13 - cmdstanpy - INFO - Chain [1] done processing
14:02:14 - cmdstanpy - INFO - Chain [1] start processing
14:02:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 803:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.695474   10.734919   52.047556
31 2025-08-31  31.141826    8.221187   49.775031
32 2025-09-30  30.606038   10.462739   51.458543
33 2025-10-31  30.052390   10.297569   51.393614
34 2025-11-30  29.516602   10.293334   50.400794
Forecast for Australia and Product 804:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.906046   20.735010   63.462544
31 2025-08-31  42.143479   21.944321   60.850866
32 2025-09-30  42.373252   22.420334   63.628006
33 2025-10-31  42.610685   23.004554   64.688276
34 2025-11-30  42.840459   22.497417   62.809471
14:02:14 - cmdstanpy - INFO - Chain [1] start processing
14:02:14 - cmdstanpy - INFO - Chain [1] done processing
14:02:14 - cmdstanpy - INFO - Chain [1] start processing
14:02:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 805:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.925517   18.212133   54.981195
31 2025-08-31  36.808488   19.485127   55.799482
32 2025-09-30  36.695233   18.693996   56.035432
33 2025-10-31  36.578204   18.409448   55.419339
34 2025-11-30  36.464949   18.767906   55.395467
Forecast for Australia and Product 806:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.112443   25.379141   64.275859
31 2025-08-31  44.359774   25.912635   64.510424
32 2025-09-30  44.599126   24.204867   64.524435
33 2025-10-31  44.846456   24.003044   65.314870
34 2025-11-30  45.085808   24.589114   64.006819
14:02:14 - cmdstanpy - INFO - Chain [1] start processing
14:02:14 - cmdstanpy - INFO - Chain [1] done processing
14:02:14 - cmdstanpy - INFO - Chain [1] start processing
14:02:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 807:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.841905    5.950532   40.231731
31 2025-08-31  22.204387    4.802561   40.156841
32 2025-09-30  21.587434    3.605530   39.158145
33 2025-10-31  20.949916    3.167705   38.602074
34 2025-11-30  20.332963    2.685197   36.109499
Forecast for Australia and Product 808:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.723709   19.597792   62.902772
31 2025-08-31  42.782097   23.064233   62.808367
32 2025-09-30  42.838602   21.687479   64.296514
33 2025-10-31  42.896991   22.592595   63.790464
34 2025-11-30  42.953496   22.275827   64.606184
14:02:14 - cmdstanpy - INFO - Chain [1] start processing
14:02:14 - cmdstanpy - INFO - Chain [1] done processing
14:02:15 - cmdstanpy - INFO - Chain [1] start processing
14:02:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 809:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.655304   20.501963   59.957459
31 2025-08-31  39.807020   20.195396   59.443155
32 2025-09-30  39.953843   19.624581   61.207411
33 2025-10-31  40.105559   18.811355   59.929039
34 2025-11-30  40.252382   20.657187   61.340030
Forecast for Australia and Product 810:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.011397   12.503512   51.341454
31 2025-08-31  31.587887   12.951480   51.521172
32 2025-09-30  31.178039   12.857654   49.905279
33 2025-10-31  30.754529   11.137237   49.511574
34 2025-11-30  30.344680   10.462220   49.735183
14:02:15 - cmdstanpy - INFO - Chain [1] start processing
14:02:15 - cmdstanpy - INFO - Chain [1] done processing
14:02:15 - cmdstanpy - INFO - Chain [1] start processing
14:02:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 811:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.811391   12.829464   58.667766
31 2025-08-31  34.475330   10.728005   58.566267
32 2025-09-30  34.150109   12.927349   57.777787
33 2025-10-31  33.814047   12.045960   54.953906
34 2025-11-30  33.488826    9.219492   54.180571
Forecast for Australia and Product 812:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.399946   17.899821   58.583913
31 2025-08-31  37.456631   15.552524   57.707284
32 2025-09-30  37.511487   17.402998   59.512936
33 2025-10-31  37.568172   16.866574   57.896657
34 2025-11-30  37.623029   17.701125   60.410796
14:02:15 - cmdstanpy - INFO - Chain [1] start processing
14:02:15 - cmdstanpy - INFO - Chain [1] done processing
14:02:15 - cmdstanpy - INFO - Chain [1] start processing
14:02:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 813:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.637411   36.115157   67.174256
31 2025-08-31  52.192241   34.619109   68.791298
32 2025-09-30  52.729172   35.924186   68.695280
33 2025-10-31  53.284002   35.909428   68.644143
34 2025-11-30  53.820934   37.673834   68.747607
Forecast for Australia and Product 814:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.478007   23.091444   54.799650
31 2025-08-31  38.458697   22.022114   52.845731
32 2025-09-30  38.440011   22.487629   53.471814
33 2025-10-31  38.420701   24.227168   55.903961
34 2025-11-30  38.402014   22.427394   54.155123
14:02:15 - cmdstanpy - INFO - Chain [1] start processing
14:02:15 - cmdstanpy - INFO - Chain [1] done processing
14:02:16 - cmdstanpy - INFO - Chain [1] start processing
14:02:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 815:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.448839    4.860400   54.791003
31 2025-08-31  28.798887    4.581548   53.871275
32 2025-09-30  28.169902    3.331037   51.808354
33 2025-10-31  27.519950    3.222384   51.286097
34 2025-11-30  26.890965    2.055983   50.925814
Forecast for Australia and Product 816:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.404742   32.397681   72.385468
31 2025-08-31  52.963949   34.201502   71.622642
32 2025-09-30  53.505117   34.316734   71.672059
33 2025-10-31  54.064323   35.134988   73.065740
34 2025-11-30  54.605491   34.800404   73.193446
14:02:16 - cmdstanpy - INFO - Chain [1] start processing
14:02:16 - cmdstanpy - INFO - Chain [1] done processing
14:02:16 - cmdstanpy - INFO - Chain [1] start processing
14:02:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 817:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.662136   19.080809   59.278288
31 2025-08-31  39.533640   20.661460   58.776625
32 2025-09-30  39.409289   20.175030   58.549774
33 2025-10-31  39.280792   21.374528   59.381141
34 2025-11-30  39.156441   19.499271   58.381885
Forecast for Australia and Product 818:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.412174    3.191283   39.957708
31 2025-08-31  20.713335    3.192614   38.331283
32 2025-09-30  20.037040    1.549987   37.655435
33 2025-10-31  19.338202    1.684088   36.397134
34 2025-11-30  18.661907    0.072074   35.678745
14:02:16 - cmdstanpy - INFO - Chain [1] start processing
14:02:16 - cmdstanpy - INFO - Chain [1] done processing
14:02:16 - cmdstanpy - INFO - Chain [1] start processing
14:02:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 819:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.141448   15.050369   49.257349
31 2025-08-31  31.786060   16.114735   47.832784
32 2025-09-30  31.442136   14.473486   49.213253
33 2025-10-31  31.086748   14.114805   46.934300
34 2025-11-30  30.742824   14.527342   47.579115
Forecast for Australia and Product 820:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.666128   24.636333   61.956757
31 2025-08-31  43.799882   24.735266   62.998507
32 2025-09-30  43.929322   24.877041   62.628149
33 2025-10-31  44.063076   23.474162   62.355371
34 2025-11-30  44.192516   25.700653   62.895926
14:02:16 - cmdstanpy - INFO - Chain [1] start processing
14:02:16 - cmdstanpy - INFO - Chain [1] done processing
14:02:17 - cmdstanpy - INFO - Chain [1] start processing
14:02:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 821:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.320423   22.895273   59.039233
31 2025-08-31  40.504142   21.073981   59.848786
32 2025-09-30  40.681935   22.195084   60.310735
33 2025-10-31  40.865654   23.460923   59.745987
34 2025-11-30  41.043447   22.671550   61.070783
Forecast for Australia and Product 822:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.977031   14.882335   55.596935
31 2025-08-31  34.859377   14.545011   55.266952
32 2025-09-30  34.745518   13.962491   54.272860
33 2025-10-31  34.627864   14.209648   53.305161
34 2025-11-30  34.514005   14.905792   54.431572
14:02:17 - cmdstanpy - INFO - Chain [1] start processing
14:02:17 - cmdstanpy - INFO - Chain [1] done processing
14:02:17 - cmdstanpy - INFO - Chain [1] start processing
14:02:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 823:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.238523   30.590585   82.714124
31 2025-08-31  56.964169   31.066458   81.386880
32 2025-09-30  57.666407   34.182739   82.826411
33 2025-10-31  58.392053   31.881380   84.413629
34 2025-11-30  59.094291   34.266655   85.041772
Forecast for Australia and Product 824:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.970076   21.782714   49.857760
31 2025-08-31  34.818278   21.007059   48.406653
32 2025-09-30  34.671376   20.534432   48.895557
33 2025-10-31  34.519578   20.386334   48.258210
34 2025-11-30  34.372676   20.691294   49.024452
14:02:17 - cmdstanpy - INFO - Chain [1] start processing
14:02:17 - cmdstanpy - INFO - Chain [1] done processing
14:02:17 - cmdstanpy - INFO - Chain [1] start processing
14:02:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 825:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.776548    1.292487   36.674388
31 2025-08-31  17.858288   -1.667668   36.483132
32 2025-09-30  16.969649   -1.049504   35.197502
33 2025-10-31  16.051388   -1.468820   34.927752
34 2025-11-30  15.162749   -3.875865   34.165930
Forecast for Australia and Product 826:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.635468   -3.089764   49.578221
31 2025-08-31  23.672655   -4.444364   48.793973
32 2025-09-30  22.740901   -4.541129   49.133534
33 2025-10-31  21.778088   -4.184314   50.413816
34 2025-11-30  20.846334   -6.995234   46.632270
14:02:17 - cmdstanpy - INFO - Chain [1] start processing
14:02:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 827:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.336203   29.398994   68.964792
31 2025-08-31  50.716229   30.059110   71.592609
32 2025-09-30  51.083996   29.903327   71.266325
33 2025-10-31  51.464021   31.576422   71.316921
34 2025-11-30  51.831788   31.718125   73.411084
14:02:18 - cmdstanpy - INFO - Chain [1] start processing
14:02:18 - cmdstanpy - INFO - Chain [1] done processing
14:02:18 - cmdstanpy - INFO - Chain [1] start processing
14:02:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 828:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.855478   12.601197   55.998468
31 2025-08-31  34.437769   14.122637   56.252338
32 2025-09-30  34.033535    9.422988   56.647612
33 2025-10-31  33.615827   12.018286   55.892048
34 2025-11-30  33.211593   11.270877   54.511525
Forecast for Australia and Product 829:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.492304   32.031470   72.042674
31 2025-08-31  53.102408   33.504085   72.504418
32 2025-09-30  53.692832   34.333341   73.349033
33 2025-10-31  54.302937   33.745757   73.744892
34 2025-11-30  54.893361   35.793318   74.711331
14:02:18 - cmdstanpy - INFO - Chain [1] start processing
14:02:18 - cmdstanpy - INFO - Chain [1] done processing
14:02:18 - cmdstanpy - INFO - Chain [1] start processing
14:02:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 830:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.055444   19.850600   61.264783
31 2025-08-31  40.845767   20.324615   62.958306
32 2025-09-30  40.642854   21.407657   62.024842
33 2025-10-31  40.433176   20.312334   59.962659
34 2025-11-30  40.230263   19.532994   61.566759
Forecast for Australia and Product 831:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.494396   14.408592   49.066953
31 2025-08-31  32.144246   15.349624   48.500555
32 2025-09-30  31.805391   15.791692   48.462160
33 2025-10-31  31.455240   14.838985   49.392260
34 2025-11-30  31.116385   13.603757   48.943961
14:02:19 - cmdstanpy - INFO - Chain [1] start processing
14:02:19 - cmdstanpy - INFO - Chain [1] done processing
14:02:19 - cmdstanpy - INFO - Chain [1] start processing
14:02:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 832:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.344051   19.409411   60.686064
31 2025-08-31  39.274180   18.988829   61.062440
32 2025-09-30  39.206563   16.403774   60.856881
33 2025-10-31  39.136693   17.678066   59.740400
34 2025-11-30  39.069076   17.231601   61.750692
Forecast for Australia and Product 833:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.530488   -1.353003   43.427573
31 2025-08-31  20.870567    0.213530   40.925398
32 2025-09-30  20.231934   -2.313140   41.563966
33 2025-10-31  19.572013   -1.568528   40.881625
34 2025-11-30  18.933380   -3.591512   41.294893
14:02:19 - cmdstanpy - INFO - Chain [1] start processing
14:02:19 - cmdstanpy - INFO - Chain [1] done processing
14:02:19 - cmdstanpy - INFO - Chain [1] start processing
14:02:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 834:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.808124   45.722029   77.044584
31 2025-08-31  61.875181   47.316258   78.425581
32 2025-09-30  62.907817   48.135952   78.651656
33 2025-10-31  63.974873   47.786750   78.635156
34 2025-11-30  65.007509   49.911848   80.891717
Forecast for Australia and Product 835:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.760349   29.332000   66.506303
31 2025-08-31  49.459423   32.764861   69.480757
32 2025-09-30  50.135946   30.784802   68.831236
33 2025-10-31  50.835020   32.890463   69.718746
34 2025-11-30  51.511543   32.904245   71.090341
14:02:19 - cmdstanpy - INFO - Chain [1] start processing
14:02:19 - cmdstanpy - INFO - Chain [1] done processing
14:02:19 - cmdstanpy - INFO - Chain [1] start processing
14:02:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 836:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.708559   23.573976   65.443918
31 2025-08-31  44.712037   25.178012   65.070566
32 2025-09-30  44.715404   25.469582   64.826424
33 2025-10-31  44.718883   23.566478   66.727431
34 2025-11-30  44.722249   23.614975   65.424530
Forecast for Australia and Product 837:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.782694    7.711821   72.132564
31 2025-08-31  39.577806    6.715466   73.361101
32 2025-09-30  39.379528    7.034306   70.325537
33 2025-10-31  39.174640    7.625595   72.309673
34 2025-11-30  38.976362    7.461737   71.692530
14:02:20 - cmdstanpy - INFO - Chain [1] start processing
14:02:20 - cmdstanpy - INFO - Chain [1] done processing
14:02:20 - cmdstanpy - INFO - Chain [1] start processing
14:02:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 838:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.711057   18.824406   51.678662
31 2025-08-31  35.464078   17.838837   53.378126
32 2025-09-30  35.225065   18.349008   51.499888
33 2025-10-31  34.978086   17.594232   51.193796
34 2025-11-30  34.739074   18.179893   53.482831
Forecast for Australia and Product 839:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.188264   27.276525   65.181807
31 2025-08-31  46.718547   28.327477   65.519322
32 2025-09-30  47.231723   28.988696   66.505050
33 2025-10-31  47.762005   27.929978   66.568243
34 2025-11-30  48.275182   29.066189   66.913659
14:02:20 - cmdstanpy - INFO - Chain [1] start processing
14:02:20 - cmdstanpy - INFO - Chain [1] done processing
14:02:20 - cmdstanpy - INFO - Chain [1] start processing
14:02:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 840:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.167870   19.019655   48.288619
31 2025-08-31  32.407693   19.304425   46.754834
32 2025-09-30  31.672037   17.302251   46.861935
33 2025-10-31  30.911860   15.688433   44.962897
34 2025-11-30  30.176205   16.147935   43.197651
Forecast for Australia and Product 841:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.495230   13.549496   52.116806
31 2025-08-31  33.085134   14.482726   51.959957
32 2025-09-30  32.688267   14.936992   51.992358
33 2025-10-31  32.278171   13.422725   51.046910
34 2025-11-30  31.881303   12.570551   50.912820
14:02:20 - cmdstanpy - INFO - Chain [1] start processing
14:02:20 - cmdstanpy - INFO - Chain [1] done processing
14:02:20 - cmdstanpy - INFO - Chain [1] start processing
14:02:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 842:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.596808   10.894838   48.154908
31 2025-08-31  30.298043   12.506515   46.897474
32 2025-09-30  30.008915   11.292294   47.757829
33 2025-10-31  29.710150   12.488122   47.584039
34 2025-11-30  29.421023   11.582150   47.176900
Forecast for Australia and Product 843:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.267090   23.343156   50.395938
31 2025-08-31  37.239802   23.214720   50.372346
32 2025-09-30  37.213395   24.530975   49.012548
33 2025-10-31  37.186108   22.835505   50.357699
34 2025-11-30  37.159700   22.981838   50.021799
14:02:21 - cmdstanpy - INFO - Chain [1] start processing
14:02:21 - cmdstanpy - INFO - Chain [1] done processing
14:02:21 - cmdstanpy - INFO - Chain [1] start processing
14:02:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 844:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.933180   25.508331   60.085516
31 2025-08-31  43.098200   25.938041   61.450667
32 2025-09-30  43.257897   25.548315   61.780340
33 2025-10-31  43.422917   25.962532   61.237428
34 2025-11-30  43.582614   23.412364   61.245319
Forecast for Australia and Product 845:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.360937    9.380042   60.765879
31 2025-08-31  36.057132    9.587660   63.350127
32 2025-09-30  35.763127   11.445751   63.577369
33 2025-10-31  35.459322    8.868540   62.275246
34 2025-11-30  35.165317    7.995391   61.471689
14:02:21 - cmdstanpy - INFO - Chain [1] start processing
14:02:21 - cmdstanpy - INFO - Chain [1] done processing
14:02:21 - cmdstanpy - INFO - Chain [1] start processing
14:02:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 846:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.521125   18.015602   65.882449
31 2025-08-31  42.453521   15.932929   68.394439
32 2025-09-30  42.388098   18.290901   70.272837
33 2025-10-31  42.320493   18.687711   68.409515
34 2025-11-30  42.255070   16.224491   67.025920
Forecast for Australia and Product 847:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.800402   16.464474   45.470536
31 2025-08-31  31.627970   17.064189   45.944945
32 2025-09-30  31.461100   15.492298   46.670492
33 2025-10-31  31.288668   17.100330   46.137147
34 2025-11-30  31.121798   15.627334   46.486584
14:02:21 - cmdstanpy - INFO - Chain [1] start processing
14:02:21 - cmdstanpy - INFO - Chain [1] done processing
14:02:21 - cmdstanpy - INFO - Chain [1] start processing
14:02:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 848:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.350312   39.819507   81.989914
31 2025-08-31  61.458155   40.191667   81.983948
32 2025-09-30  62.530261   42.827289   83.760772
33 2025-10-31  63.638103   44.908555   84.499030
34 2025-11-30  64.710209   43.683734   85.908489
Forecast for Australia and Product 849:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.090227   22.204013   68.681071
31 2025-08-31  43.032204   18.328503   65.647417
32 2025-09-30  42.976053   22.005359   66.096056
33 2025-10-31  42.918031   20.661433   65.062341
34 2025-11-30  42.861880   19.761458   66.112497
14:02:22 - cmdstanpy - INFO - Chain [1] start processing
14:02:22 - cmdstanpy - INFO - Chain [1] done processing
14:02:22 - cmdstanpy - INFO - Chain [1] start processing
14:02:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 850:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.674088   30.259406   70.876946
31 2025-08-31  51.110594   29.687665   73.327967
32 2025-09-30  51.533020   32.433709   72.843683
33 2025-10-31  51.969526   30.921085   72.622416
34 2025-11-30  52.391951   32.081679   73.047441
14:02:22 - cmdstanpy - INFO - Chain [1] start processing
14:02:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 851:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.594840   40.340001   72.550060
31 2025-08-31  57.236574   41.927158   72.642681
32 2025-09-30  57.857607   41.783677   72.833124
33 2025-10-31  58.499341   43.314169   74.310357
34 2025-11-30  59.120373   43.590752   73.490722
Forecast for Australia and Product 852:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.227691   18.325219   57.978157
31 2025-08-31  39.088324   18.877201   58.566903
32 2025-09-30  38.953453   19.666109   59.415803
33 2025-10-31  38.814087   19.741186   57.252801
34 2025-11-30  38.679216   19.760128   56.790769
14:02:22 - cmdstanpy - INFO - Chain [1] start processing
14:02:22 - cmdstanpy - INFO - Chain [1] done processing
14:02:22 - cmdstanpy - INFO - Chain [1] start processing
14:02:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 853:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.191078    1.744222   40.203827
31 2025-08-31  20.598858    2.091584   41.141664
32 2025-09-30  20.025743    1.694364   40.521364
33 2025-10-31  19.433524   -1.193759   38.793016
34 2025-11-30  18.860408    0.801482   38.274494
Forecast for Australia and Product 854:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.671231   14.793103   50.909579
31 2025-08-31  32.000080   12.988379   49.561342
32 2025-09-30  31.350580   10.645109   50.703531
33 2025-10-31  30.679430   12.433672   48.148013
34 2025-11-30  30.029929   11.414065   48.383642
14:02:23 - cmdstanpy - INFO - Chain [1] start processing
14:02:23 - cmdstanpy - INFO - Chain [1] done processing
14:02:23 - cmdstanpy - INFO - Chain [1] start processing
14:02:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 855:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.046606   27.316053   87.764928
31 2025-08-31  58.015106   30.878583   87.890350
32 2025-09-30  58.952364   28.318270   85.781977
33 2025-10-31  59.920864   31.386378   88.315615
34 2025-11-30  60.858122   32.167927   89.193703
Forecast for Australia and Product 856:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.031831   15.400930   56.725651
31 2025-08-31  35.754348   13.865218   55.804944
32 2025-09-30  35.485817   15.543253   55.969740
33 2025-10-31  35.208334   15.186280   55.077223
34 2025-11-30  34.939803   13.586569   54.386543
14:02:23 - cmdstanpy - INFO - Chain [1] start processing
14:02:23 - cmdstanpy - INFO - Chain [1] done processing
14:02:23 - cmdstanpy - INFO - Chain [1] start processing
14:02:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 857:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.464704   28.931898   63.560618
31 2025-08-31  46.792197   29.093721   63.844345
32 2025-09-30  47.109126   30.701835   63.716963
33 2025-10-31  47.436620   30.432504   64.263254
34 2025-11-30  47.753549   30.551117   64.816776
Forecast for Australia and Product 858:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.539650   16.656361   65.486793
31 2025-08-31  40.550177   19.062050   65.494535
32 2025-09-30  40.560365   15.712307   64.786837
33 2025-10-31  40.570892   16.588393   65.082688
34 2025-11-30  40.581079   16.307812   62.696023
14:02:23 - cmdstanpy - INFO - Chain [1] start processing
14:02:23 - cmdstanpy - INFO - Chain [1] done processing
14:02:23 - cmdstanpy - INFO - Chain [1] start processing
14:02:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 859:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.501433   15.151627   51.461857
31 2025-08-31  33.339340   15.351279   51.304219
32 2025-09-30  33.182475   15.219179   52.430121
33 2025-10-31  33.020381   15.287828   52.549969
34 2025-11-30  32.863516   14.389868   50.209985
Forecast for Australia and Product 860:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.234336   41.137926   72.695528
31 2025-08-31  57.274172   40.784538   73.771421
32 2025-09-30  58.280465   41.334834   75.348238
33 2025-10-31  59.320302   43.210357   74.514779
34 2025-11-30  60.326595   44.405614   76.273626
14:02:24 - cmdstanpy - INFO - Chain [1] start processing
14:02:24 - cmdstanpy - INFO - Chain [1] done processing
14:02:24 - cmdstanpy - INFO - Chain [1] start processing
14:02:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 861:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.543339   29.526813   69.862232
31 2025-08-31  50.891686   30.133994   73.019039
32 2025-09-30  51.228796   30.286795   70.931429
33 2025-10-31  51.577143   30.615155   70.418262
34 2025-11-30  51.914253   32.791038   71.762250
Forecast for Australia and Product 862:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.251656   25.071820   49.753762
31 2025-08-31  37.123064   24.420354   49.923813
32 2025-09-30  36.998621   23.168832   48.900120
33 2025-10-31  36.870029   24.037889   50.310016
34 2025-11-30  36.745586   23.765217   48.995107
14:02:24 - cmdstanpy - INFO - Chain [1] start processing
14:02:24 - cmdstanpy - INFO - Chain [1] done processing
14:02:24 - cmdstanpy - INFO - Chain [1] start processing
14:02:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 863:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.194550   34.630029   81.439945
31 2025-08-31  57.807718   34.320609   81.224588
32 2025-09-30  58.401107   32.786663   85.099828
33 2025-10-31  59.014275   35.795641   85.059385
34 2025-11-30  59.607663   34.817237   84.663946
Forecast for Australia and Product 864:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  12.922469   -7.943506   34.528583
31 2025-08-31  11.246813  -10.762377   32.585601
32 2025-09-30   9.625210  -12.162155   31.548849
33 2025-10-31   7.949553  -13.443412   28.537419
34 2025-11-30   6.327950  -16.069706   29.941198
14:02:24 - cmdstanpy - INFO - Chain [1] start processing
14:02:24 - cmdstanpy - INFO - Chain [1] done processing
14:02:24 - cmdstanpy - INFO - Chain [1] start processing
14:02:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 865:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.106752    9.942644   56.444085
31 2025-08-31  32.984028    9.708441   53.876689
32 2025-09-30  32.865264    9.555009   55.547683
33 2025-10-31  32.742541    9.565281   55.836692
34 2025-11-30  32.623776    9.651368   56.050112
Forecast for Australia and Product 866:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.355690   25.373282   56.035116
31 2025-08-31  41.764278   26.958722   57.886998
32 2025-09-30  42.159687   27.823003   58.910301
33 2025-10-31  42.568276   26.700004   58.226192
34 2025-11-30  42.963684   28.686088   59.456443
14:02:25 - cmdstanpy - INFO - Chain [1] start processing
14:02:25 - cmdstanpy - INFO - Chain [1] done processing
14:02:25 - cmdstanpy - INFO - Chain [1] start processing
14:02:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 867:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.143975   41.519794   64.345988
31 2025-08-31  53.855513   42.316857   66.099364
32 2025-09-30  54.544098   42.224245   66.203230
33 2025-10-31  55.255635   44.424096   67.175469
34 2025-11-30  55.944220   44.421441   69.118826
Forecast for Australia and Product 868:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.257752   12.304028   50.941568
31 2025-08-31  30.903107   11.895076   49.929413
32 2025-09-30  30.559902   11.320358   49.928487
33 2025-10-31  30.205257   10.331421   51.079224
34 2025-11-30  29.862052    9.682442   48.779233
14:02:25 - cmdstanpy - INFO - Chain [1] start processing
14:02:25 - cmdstanpy - INFO - Chain [1] done processing
14:02:25 - cmdstanpy - INFO - Chain [1] start processing
14:02:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 869:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.976206   33.888998   73.453237
31 2025-08-31  54.608941   34.348258   73.572025
32 2025-09-30  55.221265   34.975695   75.546350
33 2025-10-31  55.854000   33.990547   75.306233
34 2025-11-30  56.466325   36.201795   76.718985
Forecast for Australia and Product 870:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.522561    3.944487   48.946876
31 2025-08-31  25.840311    1.175578   46.893953
32 2025-09-30  25.180068    0.812758   47.507022
33 2025-10-31  24.497818   -0.140467   47.005505
34 2025-11-30  23.837576    1.275529   45.083948
14:02:25 - cmdstanpy - INFO - Chain [1] start processing
14:02:25 - cmdstanpy - INFO - Chain [1] done processing
14:02:26 - cmdstanpy - INFO - Chain [1] start processing
14:02:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 871:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.166672   14.530612   49.912476
31 2025-08-31  31.851973   11.252773   51.033901
32 2025-09-30  31.547425   14.088425   50.447655
33 2025-10-31  31.232725   12.666438   50.166286
34 2025-11-30  30.928177   12.720272   49.025578
Forecast for Australia and Product 872:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.953434   24.551821   75.053057
31 2025-08-31  50.344924   25.844040   76.295859
32 2025-09-30  50.723786   25.303058   74.809891
33 2025-10-31  51.115277   27.398872   74.755596
34 2025-11-30  51.494139   26.479567   76.045204
14:02:26 - cmdstanpy - INFO - Chain [1] start processing
14:02:26 - cmdstanpy - INFO - Chain [1] done processing
14:02:26 - cmdstanpy - INFO - Chain [1] start processing
14:02:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 873:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.447104   24.888238   53.637494
31 2025-08-31  39.431911   23.859929   53.107737
32 2025-09-30  39.417208   24.288922   54.526710
33 2025-10-31  39.402015   24.053615   54.379932
34 2025-11-30  39.387313   23.530798   53.274660
Forecast for Australia and Product 874:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.922191   10.910202   40.213502
31 2025-08-31  24.076616    9.183979   39.211317
32 2025-09-30  23.258317    7.893198   38.543884
33 2025-10-31  22.412741    7.191183   36.357243
34 2025-11-30  21.594443    7.319318   36.797180
14:02:26 - cmdstanpy - INFO - Chain [1] start processing
14:02:26 - cmdstanpy - INFO - Chain [1] done processing
14:02:26 - cmdstanpy - INFO - Chain [1] start processing
14:02:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 875:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.070990   20.842160   58.057822
31 2025-08-31  39.056550   20.786596   57.813971
32 2025-09-30  39.042574   21.587632   57.215760
33 2025-10-31  39.028134   20.466275   55.803021
34 2025-11-30  39.014158   20.550136   58.079014
Forecast for Australia and Product 876:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.778742   26.659896   65.118241
31 2025-08-31  45.927520   27.142005   64.361815
32 2025-09-30  46.071499   25.956016   64.883377
33 2025-10-31  46.220278   25.821304   65.712457
34 2025-11-30  46.364257   26.782309   65.667717
14:02:26 - cmdstanpy - INFO - Chain [1] start processing
14:02:26 - cmdstanpy - INFO - Chain [1] done processing
14:02:27 - cmdstanpy - INFO - Chain [1] start processing
14:02:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 877:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.024371   35.412834   74.293834
31 2025-08-31  55.837854   35.829744   75.704466
32 2025-09-30  56.625096   35.810822   76.852500
33 2025-10-31  57.438580   38.096760   76.702730
34 2025-11-30  58.225822   37.384025   78.938483
Forecast for Australia and Product 878:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.976864   20.548421   53.032900
31 2025-08-31  36.915176   20.957889   53.523398
32 2025-09-30  36.855479   20.450052   52.163534
33 2025-10-31  36.793792   20.090320   52.174863
34 2025-11-30  36.734094   20.385605   52.545436
14:02:27 - cmdstanpy - INFO - Chain [1] start processing
14:02:27 - cmdstanpy - INFO - Chain [1] done processing
14:02:27 - cmdstanpy - INFO - Chain [1] start processing
14:02:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 879:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.160102   21.454364   56.939929
31 2025-08-31  39.431646   22.371605   57.002710
32 2025-09-30  39.694430   22.637019   57.217238
33 2025-10-31  39.965974   23.485799   56.904909
34 2025-11-30  40.228758   23.416819   57.752379
Forecast for Australia and Product 880:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.401486   39.186668   81.542558
31 2025-08-31  61.462888   38.363212   83.348063
32 2025-09-30  62.490051   41.906002   83.352602
33 2025-10-31  63.551454   42.552550   83.443513
34 2025-11-30  64.578617   42.860604   86.806366
14:02:27 - cmdstanpy - INFO - Chain [1] start processing
14:02:27 - cmdstanpy - INFO - Chain [1] done processing
14:02:27 - cmdstanpy - INFO - Chain [1] start processing
14:02:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 881:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.472434   31.849012   77.225482
31 2025-08-31  53.694190   29.889249   76.089220
32 2025-09-30  53.908792   30.368096   76.419949
33 2025-10-31  54.130548   31.127407   74.937822
34 2025-11-30  54.345150   31.288914   77.982633
Forecast for Australia and Product 882:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.961320   31.293350   65.011695
31 2025-08-31  48.166780   32.364898   65.007182
32 2025-09-30  48.365613   32.521441   64.391996
33 2025-10-31  48.571073   32.415158   65.823739
34 2025-11-30  48.769905   31.396037   65.684608
14:02:27 - cmdstanpy - INFO - Chain [1] start processing
14:02:27 - cmdstanpy - INFO - Chain [1] done processing
14:02:28 - cmdstanpy - INFO - Chain [1] start processing
14:02:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 883:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.688397   29.564692   67.485721
31 2025-08-31  49.136995   30.053481   67.701037
32 2025-09-30  49.571122   30.319250   67.607066
33 2025-10-31  50.019719   30.944147   67.579645
34 2025-11-30  50.453846   31.741619   70.036016
Forecast for Australia and Product 884:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.667058    0.344648   33.519943
31 2025-08-31  15.360781   -0.388479   30.431701
32 2025-09-30  14.096642   -2.246283   29.028398
33 2025-10-31  12.790365   -4.673099   28.234072
34 2025-11-30  11.526226   -3.475711   26.803496
14:02:28 - cmdstanpy - INFO - Chain [1] start processing
14:02:28 - cmdstanpy - INFO - Chain [1] done processing
14:02:28 - cmdstanpy - INFO - Chain [1] start processing
14:02:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 885:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.222562   29.991879   74.458699
31 2025-08-31  53.770922   32.867731   74.413844
32 2025-09-30  54.301593   33.585714   75.763953
33 2025-10-31  54.849952   33.482159   76.815393
34 2025-11-30  55.380623   33.382549   76.354862
Forecast for Australia and Product 886:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.503425   13.425674   63.608526
31 2025-08-31  38.456223   14.384568   63.451980
32 2025-09-30  38.410543   14.950902   62.364406
33 2025-10-31  38.363341   14.690473   62.438331
34 2025-11-30  38.317662   14.226658   62.980366
14:02:28 - cmdstanpy - INFO - Chain [1] start processing
14:02:28 - cmdstanpy - INFO - Chain [1] done processing
14:02:28 - cmdstanpy - INFO - Chain [1] start processing
14:02:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 887:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.374849   11.458564   55.587442
31 2025-08-31  34.128961   12.303006   58.067680
32 2025-09-30  33.891005   10.048088   55.609715
33 2025-10-31  33.645117   11.391517   56.159821
34 2025-11-30  33.407161   11.527234   57.247427
Forecast for Australia and Product 888:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.786316   33.349027   83.819131
31 2025-08-31  58.342599   34.505144   83.930354
32 2025-09-30  58.880938   34.712556   84.660633
33 2025-10-31  59.437221   34.252911   84.069375
34 2025-11-30  59.975560   35.397827   85.465239
14:02:28 - cmdstanpy - INFO - Chain [1] start processing
14:02:29 - cmdstanpy - INFO - Chain [1] done processing
14:02:29 - cmdstanpy - INFO - Chain [1] start processing
14:02:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 889:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.294774   33.454916   81.610834
31 2025-08-31  57.952116   32.802492   82.159719
32 2025-09-30  58.588254   35.135420   84.448209
33 2025-10-31  59.245596   33.493822   82.304429
34 2025-11-30  59.881734   36.646699   82.763479
Forecast for Australia and Product 890:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.020268    8.547110   52.999333
31 2025-08-31  29.672813    9.521245   51.931017
32 2025-09-30  29.336567    7.518947   51.455089
33 2025-10-31  28.989112    7.562168   50.604544
34 2025-11-30  28.652866    7.196016   48.231261
14:02:29 - cmdstanpy - INFO - Chain [1] start processing
14:02:29 - cmdstanpy - INFO - Chain [1] done processing
14:02:29 - cmdstanpy - INFO - Chain [1] start processing
14:02:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 891:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.973111   14.956325   62.027174
31 2025-08-31  38.808085   15.323474   61.582947
32 2025-09-30  38.648383   13.517339   62.356954
33 2025-10-31  38.483358   15.367859   61.560781
34 2025-11-30  38.323656   14.997871   60.675805
Forecast for Australia and Product 892:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.248827   22.133489   55.768088
31 2025-08-31  38.045491   21.007450   55.346379
32 2025-09-30  37.848714   20.648563   54.819057
33 2025-10-31  37.645377   21.268142   54.371493
34 2025-11-30  37.448600   21.041937   53.988287
14:02:29 - cmdstanpy - INFO - Chain [1] start processing
14:02:29 - cmdstanpy - INFO - Chain [1] done processing
14:02:29 - cmdstanpy - INFO - Chain [1] start processing
14:02:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 893:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.345911   25.563747   61.164985
31 2025-08-31  43.539225   25.570976   60.938485
32 2025-09-30  43.726302   25.332579   61.691606
33 2025-10-31  43.919616   26.439095   63.225075
34 2025-11-30  44.106694   24.504990   62.629115
Forecast for Australia and Product 894:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.441049   22.664415   49.732039
31 2025-08-31  36.495336   22.424749   49.953256
32 2025-09-30  36.547870   23.229505   50.616497
33 2025-10-31  36.602157   23.471380   49.502323
34 2025-11-30  36.654692   22.578146   48.696274
14:02:29 - cmdstanpy - INFO - Chain [1] start processing
14:02:30 - cmdstanpy - INFO - Chain [1] done processing
14:02:30 - cmdstanpy - INFO - Chain [1] start processing
14:02:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 895:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.943646   12.092781   57.998942
31 2025-08-31  34.949309   13.668666   57.395822
32 2025-09-30  34.954790   12.081177   58.128749
33 2025-10-31  34.960454   12.799834   55.895343
34 2025-11-30  34.965935   12.305034   57.625686
Forecast for Australia and Product 896:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.901289   21.246619   63.207644
31 2025-08-31  43.003198   22.839092   63.261085
32 2025-09-30  43.101819   24.024220   63.642407
33 2025-10-31  43.203728   22.446168   64.310041
34 2025-11-30  43.302350   22.746554   64.553112
14:02:30 - cmdstanpy - INFO - Chain [1] start processing
14:02:30 - cmdstanpy - INFO - Chain [1] done processing
14:02:30 - cmdstanpy - INFO - Chain [1] start processing
14:02:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 897:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  11.436387   -8.307215   32.228658
31 2025-08-31   9.873676  -11.277168   31.266230
32 2025-09-30   8.361375  -11.360336   29.005891
33 2025-10-31   6.798664  -13.167985   26.741593
34 2025-11-30   5.286363  -14.789985   26.890055
Forecast for Australia and Product 898:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.247093   10.302706   46.781354
31 2025-08-31  27.885797    9.391747   46.952021
32 2025-09-30  27.536156    7.826403   47.151435
33 2025-10-31  27.174860   10.116321   45.565246
34 2025-11-30  26.825218    7.056548   45.412196
14:02:30 - cmdstanpy - INFO - Chain [1] start processing
14:02:30 - cmdstanpy - INFO - Chain [1] done processing
14:02:30 - cmdstanpy - INFO - Chain [1] start processing
14:02:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 899:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.697357   13.827679   47.035419
31 2025-08-31  30.431609   16.110697   47.628766
32 2025-09-30  30.174434   13.567870   46.707903
33 2025-10-31  29.908686   13.232963   46.042577
34 2025-11-30  29.651511   12.757935   45.447652
Forecast for Australia and Product 900:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.563179   17.405473   49.810612
31 2025-08-31  34.517146   16.993993   50.949106
32 2025-09-30  34.472598   16.212372   51.043029
33 2025-10-31  34.426565   16.879493   52.429819
34 2025-11-30  34.382016   17.441109   51.496551
14:02:31 - cmdstanpy - INFO - Chain [1] start processing
14:02:31 - cmdstanpy - INFO - Chain [1] done processing
14:02:31 - cmdstanpy - INFO - Chain [1] start processing
14:02:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 901:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.059245   11.516825   51.677452
31 2025-08-31  30.714587    9.377794   52.496482
32 2025-09-30  30.381046   10.576437   50.240780
33 2025-10-31  30.036387    9.218394   51.927613
34 2025-11-30  29.702846    9.162883   49.888074
Forecast for Australia and Product 902:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.687340   17.696918   53.526013
31 2025-08-31  35.505481   17.431815   52.663574
32 2025-09-30  35.329489   18.619732   52.382536
33 2025-10-31  35.147630   19.637465   51.116756
34 2025-11-30  34.971638   17.952147   52.732502
14:02:31 - cmdstanpy - INFO - Chain [1] start processing
14:02:31 - cmdstanpy - INFO - Chain [1] done processing
14:02:31 - cmdstanpy - INFO - Chain [1] start processing
14:02:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 903:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.290924   21.609158   51.072960
31 2025-08-31  36.162446   20.849301   52.031531
32 2025-09-30  36.038113   21.444980   51.173607
33 2025-10-31  35.909635   21.299692   50.979856
34 2025-11-30  35.785302   21.853128   51.766593
Forecast for Australia and Product 904:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.488077   20.924629   53.208200
31 2025-08-31  36.393883   20.258689   51.784382
32 2025-09-30  36.302727   19.822073   51.222212
33 2025-10-31  36.208533   20.496764   51.497617
34 2025-11-30  36.117377   21.094327   51.992665
14:02:31 - cmdstanpy - INFO - Chain [1] start processing
14:02:31 - cmdstanpy - INFO - Chain [1] done processing
14:02:31 - cmdstanpy - INFO - Chain [1] start processing
14:02:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 905:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.185281   11.352883   61.290693
31 2025-08-31  35.997146   11.988202   60.914236
32 2025-09-30  35.815079   11.245637   60.697094
33 2025-10-31  35.626943   11.138397   61.646635
34 2025-11-30  35.444876   11.071302   60.072544
Forecast for Australia and Product 906:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.812875   20.091665   55.830560
31 2025-08-31  37.028825   18.970447   53.946523
32 2025-09-30  37.237809   19.640858   54.566397
33 2025-10-31  37.453759   19.271328   54.356244
34 2025-11-30  37.662742   21.019496   55.229326
14:02:32 - cmdstanpy - INFO - Chain [1] start processing
14:02:32 - cmdstanpy - INFO - Chain [1] done processing
14:02:32 - cmdstanpy - INFO - Chain [1] start processing
14:02:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 907:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.355836    5.971844   47.090654
31 2025-08-31  26.810424    6.165384   47.502284
32 2025-09-30  26.282605    5.230903   47.100855
33 2025-10-31  25.737193    5.521177   44.332889
34 2025-11-30  25.209374    5.987352   46.503968
Forecast for Australia and Product 908:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.173001   13.360974   41.746849
31 2025-08-31  26.627895   12.716331   41.701065
32 2025-09-30  26.100373   12.109471   39.918831
33 2025-10-31  25.555267   11.753656   38.873653
34 2025-11-30  25.027745   11.342648   39.929763
14:02:32 - cmdstanpy - INFO - Chain [1] start processing
14:02:32 - cmdstanpy - INFO - Chain [1] done processing
14:02:32 - cmdstanpy - INFO - Chain [1] start processing
14:02:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 909:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.026018   31.080722   64.628890
31 2025-08-31  48.430842   31.945981   64.853089
32 2025-09-30  48.822607   32.362442   64.860384
33 2025-10-31  49.227430   33.593168   65.445123
34 2025-11-30  49.619195   34.872654   66.313976
Forecast for Australia and Product 910:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.175020   14.367838   59.233279
31 2025-08-31  36.617154   16.530692   58.412272
32 2025-09-30  36.077284   14.224254   57.379754
33 2025-10-31  35.519418   12.987337   57.475158
34 2025-11-30  34.979549   15.076693   58.118587
14:02:32 - cmdstanpy - INFO - Chain [1] start processing
14:02:32 - cmdstanpy - INFO - Chain [1] done processing
14:02:32 - cmdstanpy - INFO - Chain [1] start processing
14:02:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 911:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.603363   -0.482246   51.687830
31 2025-08-31  25.837458    1.057750   51.622396
32 2025-09-30  25.096259    0.563007   50.439447
33 2025-10-31  24.330353   -0.613718   50.228090
34 2025-11-30  23.589155   -0.962619   47.835110
Forecast for Australia and Product 912:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.180860    9.655142   45.113183
31 2025-08-31  25.594095    8.182998   43.684450
32 2025-09-30  25.026259    6.340944   43.419399
33 2025-10-31  24.439494    6.168231   41.154815
34 2025-11-30  23.871657    6.777276   42.509466
14:02:33 - cmdstanpy - INFO - Chain [1] start processing
14:02:33 - cmdstanpy - INFO - Chain [1] done processing
14:02:33 - cmdstanpy - INFO - Chain [1] start processing
14:02:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 913:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.015319   14.936951   56.384413
31 2025-08-31  34.846329   15.434696   54.538329
32 2025-09-30  34.682791   14.559461   54.986520
33 2025-10-31  34.513801   15.586605   55.083832
34 2025-11-30  34.350262   13.817697   52.816742
Forecast for Australia and Product 914:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.784840   21.767912   54.598428
31 2025-08-31  37.612829   20.274208   53.013855
32 2025-09-30  37.446366   20.122211   53.629731
33 2025-10-31  37.274354   21.077090   55.460355
34 2025-11-30  37.107891   19.858403   54.067158
14:02:33 - cmdstanpy - INFO - Chain [1] start processing
14:02:33 - cmdstanpy - INFO - Chain [1] done processing
14:02:33 - cmdstanpy - INFO - Chain [1] start processing
14:02:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 915:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.473316   16.592969   57.127285
31 2025-08-31  37.274585   17.665551   56.887115
32 2025-09-30  37.082265   17.942667   57.780211
33 2025-10-31  36.883534   16.952942   58.076620
34 2025-11-30  36.691214   17.192346   56.769068
Forecast for Australia and Product 916:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.090531   20.119284   64.783233
31 2025-08-31  43.384489   22.578495   65.804221
32 2025-09-30  43.668963   22.139273   64.103516
33 2025-10-31  43.962921   21.605229   65.537218
34 2025-11-30  44.247395   21.299090   66.152802
14:02:33 - cmdstanpy - INFO - Chain [1] start processing
14:02:33 - cmdstanpy - INFO - Chain [1] done processing
14:02:33 - cmdstanpy - INFO - Chain [1] start processing
14:02:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 917:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.091768   14.100986   49.924648
31 2025-08-31  31.585141   13.343654   49.806675
32 2025-09-30  31.094856   11.876275   50.493085
33 2025-10-31  30.588228   11.370143   49.845764
34 2025-11-30  30.097944   12.365133   50.271309
Forecast for Australia and Product 918:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.797487    9.305449   54.968163
31 2025-08-31  32.282095    7.710186   53.752531
32 2025-09-30  31.783328   11.940890   54.904562
33 2025-10-31  31.267936    8.376355   53.510740
34 2025-11-30  30.769169    7.860732   53.357022
14:02:34 - cmdstanpy - INFO - Chain [1] start processing
14:02:34 - cmdstanpy - INFO - Chain [1] done processing
14:02:34 - cmdstanpy - INFO - Chain [1] start processing
14:02:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 919:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.781804   34.838183   71.355189
31 2025-08-31  53.347933   35.169929   71.128128
32 2025-09-30  53.895799   35.385937   70.695964
33 2025-10-31  54.461928   35.904261   72.884681
34 2025-11-30  55.009795   37.121560   72.646853
Forecast for Australia and Product 920:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.514340   32.208540   63.610579
31 2025-08-31  48.138561   32.614617   63.048914
32 2025-09-30  48.742647   33.199795   64.421277
33 2025-10-31  49.366868   32.999265   65.505302
34 2025-11-30  49.970954   35.675323   65.613542
14:02:34 - cmdstanpy - INFO - Chain [1] start processing
14:02:34 - cmdstanpy - INFO - Chain [1] done processing
14:02:34 - cmdstanpy - INFO - Chain [1] start processing
14:02:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 921:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.399715   20.940193   62.495352
31 2025-08-31  42.600905   22.028624   64.823281
32 2025-09-30  42.795606   23.216829   63.998381
33 2025-10-31  42.996796   22.401523   62.263622
34 2025-11-30  43.191496   21.725156   63.160940
Forecast for Australia and Product 922:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.653461   26.833645   61.260105
31 2025-08-31  44.801011   28.005726   61.463729
32 2025-09-30  44.943801   26.902076   60.722550
33 2025-10-31  45.091352   28.586363   62.893304
34 2025-11-30  45.234142   28.383096   61.764943
14:02:34 - cmdstanpy - INFO - Chain [1] start processing
14:02:34 - cmdstanpy - INFO - Chain [1] done processing
14:02:35 - cmdstanpy - INFO - Chain [1] start processing
14:02:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 923:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.673015   14.914654   55.539513
31 2025-08-31  35.489497   15.356943   55.683648
32 2025-09-30  35.311899   14.625588   55.136848
33 2025-10-31  35.128381   14.167942   54.550210
34 2025-11-30  34.950783   13.937470   54.875670
Forecast for Australia and Product 924:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.017633   28.988414   66.812240
31 2025-08-31  47.402371   27.045356   65.538872
32 2025-09-30  47.774698   28.874086   65.882579
33 2025-10-31  48.159436   28.940072   66.607481
34 2025-11-30  48.531764   30.201520   67.264925
14:02:35 - cmdstanpy - INFO - Chain [1] start processing
14:02:35 - cmdstanpy - INFO - Chain [1] done processing
14:02:35 - cmdstanpy - INFO - Chain [1] start processing
14:02:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 925:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.330354    9.047781   39.922138
31 2025-08-31  24.607962    7.406638   40.351413
32 2025-09-30  23.908874    7.740660   40.040777
33 2025-10-31  23.186482    5.326259   38.845467
34 2025-11-30  22.487393    5.209432   38.254069
Forecast for Australia and Product 926:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.425040   12.310593   59.242326
31 2025-08-31  35.028549   10.688952   58.652751
32 2025-09-30  34.644849   11.942344   57.253300
33 2025-10-31  34.248359    9.318823   58.291112
34 2025-11-30  33.864658    9.305548   59.457328
14:02:35 - cmdstanpy - INFO - Chain [1] start processing
14:02:35 - cmdstanpy - INFO - Chain [1] done processing
14:02:35 - cmdstanpy - INFO - Chain [1] start processing
14:02:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 927:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.830508   24.842966   62.795279
31 2025-08-31  44.027176   24.962521   63.611790
32 2025-09-30  44.217500   25.390428   63.695564
33 2025-10-31  44.414168   25.759119   64.297567
34 2025-11-30  44.604492   25.500924   65.409932
Forecast for Australia and Product 928:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.660845   28.631287   63.560748
31 2025-08-31  47.020671   29.182565   64.332748
32 2025-09-30  47.368888   31.029629   65.510425
33 2025-10-31  47.728714   29.357343   65.278855
34 2025-11-30  48.076932   31.239909   65.559696
14:02:35 - cmdstanpy - INFO - Chain [1] start processing
14:02:35 - cmdstanpy - INFO - Chain [1] done processing
14:02:36 - cmdstanpy - INFO - Chain [1] start processing
14:02:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 929:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.868767   15.617276   53.596336
31 2025-08-31  34.703365   16.880454   52.245677
32 2025-09-30  34.543299   15.266806   52.875264
33 2025-10-31  34.377898   17.281302   53.393678
34 2025-11-30  34.217832   17.343129   52.635005
14:02:36 - cmdstanpy - INFO - Chain [1] start processing
14:02:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 930:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.409035   26.583847   67.012370
31 2025-08-31  46.708209   26.133333   68.658291
32 2025-09-30  46.997733   25.134097   68.302117
33 2025-10-31  47.296907   26.587232   68.722637
34 2025-11-30  47.586430   27.684236   69.908290
Forecast for Australia and Product 931:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.939738   15.606985   59.445853
31 2025-08-31  36.508058   13.452273   59.917957
32 2025-09-30  36.090302   13.209521   57.216398
33 2025-10-31  35.658622   14.125368   59.489997
34 2025-11-30  35.240867   12.594815   58.428433
14:02:36 - cmdstanpy - INFO - Chain [1] start processing
14:02:36 - cmdstanpy - INFO - Chain [1] done processing
14:02:36 - cmdstanpy - INFO - Chain [1] start processing
14:02:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 932:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.682930   22.827288   64.968105
31 2025-08-31  43.749283   21.616482   65.426688
32 2025-09-30  43.813496   22.427351   66.528172
33 2025-10-31  43.879849   20.767498   64.431900
34 2025-11-30  43.944061   23.919942   64.911308
Forecast for Australia and Product 933:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.254644   12.210611   62.748657
31 2025-08-31  38.117870   12.714616   64.201823
32 2025-09-30  37.985509   14.002058   60.017775
33 2025-10-31  37.848736   14.759159   62.863220
34 2025-11-30  37.716375   11.807279   61.848735
14:02:36 - cmdstanpy - INFO - Chain [1] start processing
14:02:36 - cmdstanpy - INFO - Chain [1] done processing
14:02:36 - cmdstanpy - INFO - Chain [1] start processing
14:02:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 934:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.806395   37.362407   71.875890
31 2025-08-31  55.411229   36.852863   73.361197
32 2025-09-30  55.996551   38.200011   73.070448
33 2025-10-31  56.601385   38.534360   74.450531
34 2025-11-30  57.186708   40.069083   74.779384
Forecast for Australia and Product 935:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.259432   19.132232   56.652004
31 2025-08-31  37.921620   19.065097   56.542498
32 2025-09-30  37.594704   18.899382   56.668465
33 2025-10-31  37.256892   19.070262   53.861370
34 2025-11-30  36.929976   17.581670   55.643135
14:02:37 - cmdstanpy - INFO - Chain [1] start processing
14:02:37 - cmdstanpy - INFO - Chain [1] done processing
14:02:37 - cmdstanpy - INFO - Chain [1] start processing
14:02:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 936:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.830910   17.221782   66.964526
31 2025-08-31  41.509823   18.253089   65.539879
32 2025-09-30  41.199092   13.613073   67.237309
33 2025-10-31  40.878005   16.751332   65.623154
34 2025-11-30  40.567275   15.131701   66.167934
Forecast for Australia and Product 937:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.090544   29.589480   57.461841
31 2025-08-31  44.193383   30.728324   57.644273
32 2025-09-30  44.292905   31.736956   58.246851
33 2025-10-31  44.395745   30.673949   58.220496
34 2025-11-30  44.495267   31.522837   58.793122
14:02:37 - cmdstanpy - INFO - Chain [1] start processing
14:02:37 - cmdstanpy - INFO - Chain [1] done processing
14:02:37 - cmdstanpy - INFO - Chain [1] start processing
14:02:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 938:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.050755   18.225933   46.968281
31 2025-08-31  31.631951   18.021811   45.243696
32 2025-09-30  31.226657   16.146044   44.617661
33 2025-10-31  30.807853   17.560694   45.106841
34 2025-11-30  30.402558   17.306180   44.610755
Forecast for Australia and Product 939:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.682101   20.352790   66.042995
31 2025-08-31  44.117287   21.673502   65.810542
32 2025-09-30  44.538435   22.867619   66.512436
33 2025-10-31  44.973622   22.343824   68.381825
34 2025-11-30  45.394770   24.677962   67.841505
14:02:37 - cmdstanpy - INFO - Chain [1] start processing
14:02:37 - cmdstanpy - INFO - Chain [1] done processing
14:02:37 - cmdstanpy - INFO - Chain [1] start processing
14:02:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 940:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.058723   16.295477   58.741920
31 2025-08-31  36.800660   16.048408   58.811750
32 2025-09-30  36.550922   15.020112   58.028478
33 2025-10-31  36.292859   13.798232   56.895155
34 2025-11-30  36.043121   12.168130   56.739343
Forecast for Australia and Product 941:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.883107   26.643441   66.183778
31 2025-08-31  46.221864   26.494087   65.561004
32 2025-09-30  46.549693   28.432185   64.718971
33 2025-10-31  46.888450   27.021077   66.428093
34 2025-11-30  47.216279   27.092902   65.321093
14:02:38 - cmdstanpy - INFO - Chain [1] start processing
14:02:38 - cmdstanpy - INFO - Chain [1] done processing
14:02:38 - cmdstanpy - INFO - Chain [1] start processing
14:02:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 942:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.075245   33.632471   68.069640
31 2025-08-31  51.360405   33.311481   70.417511
32 2025-09-30  51.636366   34.264549   70.343244
33 2025-10-31  51.921526   35.152838   71.293552
34 2025-11-30  52.197487   34.715966   69.741892
Forecast for Australia and Product 943:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.900627   19.664433   64.183064
31 2025-08-31  40.918822   20.640642   64.524246
32 2025-09-30  40.936430   18.237493   63.723225
33 2025-10-31  40.954625   19.834145   62.163376
34 2025-11-30  40.972233   18.892149   62.961424
14:02:38 - cmdstanpy - INFO - Chain [1] start processing
14:02:38 - cmdstanpy - INFO - Chain [1] done processing
14:02:38 - cmdstanpy - INFO - Chain [1] start processing
14:02:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 944:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.348655   14.783656   57.422964
31 2025-08-31  34.941231   14.149546   56.153844
32 2025-09-30  34.546950   14.291869   55.508250
33 2025-10-31  34.139527   13.926301   55.095900
34 2025-11-30  33.745246   11.894970   53.150390
Forecast for Australia and Product 945:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.707404    9.871079   48.937475
31 2025-08-31  29.269084    9.512851   49.406111
32 2025-09-30  28.844904    7.326044   50.745326
33 2025-10-31  28.406584    9.133056   50.271984
34 2025-11-30  27.982403    7.675760   50.046292
14:02:38 - cmdstanpy - INFO - Chain [1] start processing
14:02:38 - cmdstanpy - INFO - Chain [1] done processing
14:02:39 - cmdstanpy - INFO - Chain [1] start processing
14:02:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 946:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.105425   23.120184   58.512723
31 2025-08-31  40.969683   22.150812   60.555528
32 2025-09-30  40.838321   23.234210   58.563447
33 2025-10-31  40.702579   23.473859   59.014874
34 2025-11-30  40.571217   22.166260   58.354469
Forecast for Australia and Product 947:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.999251    6.348251   45.444905
31 2025-08-31  24.947383    2.627139   46.657279
32 2025-09-30  23.929446    3.260969   46.083215
33 2025-10-31  22.877579    0.593964   42.718358
34 2025-11-30  21.859642    0.667241   41.925485
14:02:39 - cmdstanpy - INFO - Chain [1] start processing
14:02:39 - cmdstanpy - INFO - Chain [1] done processing
14:02:39 - cmdstanpy - INFO - Chain [1] start processing
14:02:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 948:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.529513   27.728763   63.158790
31 2025-08-31  44.954171   27.216778   61.940666
32 2025-09-30  45.365131   26.533827   63.763790
33 2025-10-31  45.789789   27.998554   64.597655
34 2025-11-30  46.200749   28.370918   63.429318
Forecast for Australia and Product 949:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.301412   37.371305   69.032023
31 2025-08-31  52.844386   37.316009   68.439836
32 2025-09-30  53.369844   37.908964   70.415641
33 2025-10-31  53.912818   38.128040   69.586362
34 2025-11-30  54.438276   38.537812   70.004240
14:02:39 - cmdstanpy - INFO - Chain [1] start processing
14:02:39 - cmdstanpy - INFO - Chain [1] done processing
14:02:39 - cmdstanpy - INFO - Chain [1] start processing
14:02:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 950:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.574722   39.327563   78.613874
31 2025-08-31  59.484775   39.559367   81.017690
32 2025-09-30  60.365472   38.812097   80.862878
33 2025-10-31  61.275526   40.681604   81.082870
34 2025-11-30  62.156223   41.595629   83.256160
Forecast for Australia and Product 951:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.509740   25.584974   74.596553
31 2025-08-31  49.884487   24.637937   72.644387
32 2025-09-30  50.247145   26.069509   75.121714
33 2025-10-31  50.621891   26.453814   74.579039
34 2025-11-30  50.984549   24.786596   76.028599
14:02:40 - cmdstanpy - INFO - Chain [1] start processing
14:02:40 - cmdstanpy - INFO - Chain [1] done processing
14:02:40 - cmdstanpy - INFO - Chain [1] start processing
14:02:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 952:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.995104    7.835304   44.746307
31 2025-08-31  26.409477    9.226805   46.078328
32 2025-09-30  25.842741    6.963631   43.845706
33 2025-10-31  25.257114    6.697826   43.759205
34 2025-11-30  24.690379    4.538562   44.124574
Forecast for Australia and Product 953:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.492819   28.654255   68.408047
31 2025-08-31  48.499275   28.115256   69.404097
32 2025-09-30  48.505523   29.644424   68.953759
33 2025-10-31  48.511980   30.724202   67.494548
34 2025-11-30  48.518228   29.547050   66.750318
14:02:40 - cmdstanpy - INFO - Chain [1] start processing
14:02:40 - cmdstanpy - INFO - Chain [1] done processing
14:02:40 - cmdstanpy - INFO - Chain [1] start processing
14:02:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 954:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.762728   13.276374   53.854279
31 2025-08-31  32.288644    9.996375   51.847993
32 2025-09-30  31.829854   10.473109   51.165022
33 2025-10-31  31.355770   11.385863   50.727495
34 2025-11-30  30.896979   10.401213   50.695650
Forecast for Australia and Product 955:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.473047   28.704399   58.798597
31 2025-08-31  44.756769   30.466445   59.235909
32 2025-09-30  45.031339   29.399925   58.745434
33 2025-10-31  45.315061   30.230915   59.571013
34 2025-11-30  45.589631   31.090345   60.450050
14:02:40 - cmdstanpy - INFO - Chain [1] start processing
14:02:40 - cmdstanpy - INFO - Chain [1] done processing
14:02:40 - cmdstanpy - INFO - Chain [1] start processing
14:02:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 956:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.690597   24.558734   66.321345
31 2025-08-31  45.626603   23.821555   66.125089
32 2025-09-30  45.564673   25.330473   66.338027
33 2025-10-31  45.500680   26.141746   65.911371
34 2025-11-30  45.438750   26.255186   65.778104
Forecast for Australia and Product 957:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.476196   25.756937   55.964790
31 2025-08-31  41.380208   27.307641   56.011089
32 2025-09-30  41.287317   25.747585   56.586347
33 2025-10-31  41.191329   25.616519   55.559374
34 2025-11-30  41.098437   25.773680   56.855194
14:02:41 - cmdstanpy - INFO - Chain [1] start processing
14:02:41 - cmdstanpy - INFO - Chain [1] done processing
14:02:41 - cmdstanpy - INFO - Chain [1] start processing
14:02:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 958:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.211326   22.885402   54.658455
31 2025-08-31  39.248623   22.994146   55.607200
32 2025-09-30  39.284717   23.404021   54.068503
33 2025-10-31  39.322015   23.383506   55.113416
34 2025-11-30  39.358109   22.628382   53.846021
Forecast for Australia and Product 959:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.200603   32.621199   62.905936
31 2025-08-31  47.407191   31.935094   63.720475
32 2025-09-30  47.607115   31.375223   63.231881
33 2025-10-31  47.813703   32.842074   63.843868
34 2025-11-30  48.013628   32.460006   63.570371
14:02:41 - cmdstanpy - INFO - Chain [1] start processing
14:02:41 - cmdstanpy - INFO - Chain [1] done processing
14:02:41 - cmdstanpy - INFO - Chain [1] start processing
14:02:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 960:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.357450   25.054575   64.179030
31 2025-08-31  43.446579   22.014429   63.507836
32 2025-09-30  43.532833   23.628538   63.149440
33 2025-10-31  43.621962   23.913303   64.258676
34 2025-11-30  43.708216   24.368508   64.254847
Forecast for Australia and Product 961:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.464914   24.645224   52.275379
31 2025-08-31  38.520141   24.343315   53.196527
32 2025-09-30  38.573586   24.613834   53.390432
33 2025-10-31  38.628813   24.456958   52.848910
34 2025-11-30  38.682258   25.246677   53.529456
14:02:41 - cmdstanpy - INFO - Chain [1] start processing
14:02:41 - cmdstanpy - INFO - Chain [1] done processing
14:02:41 - cmdstanpy - INFO - Chain [1] start processing
14:02:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 962:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.448990   22.657389   62.671804
31 2025-08-31  42.369810   22.487249   63.025189
32 2025-09-30  42.293183   22.057519   61.218871
33 2025-10-31  42.214002   22.501974   61.416266
34 2025-11-30  42.137376   23.358388   61.815807
Forecast for Australia and Product 963:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.418001    8.840493   50.393867
31 2025-08-31  28.837040    7.303145   50.961422
32 2025-09-30  28.274819    6.191838   47.998158
33 2025-10-31  27.693857    9.560159   47.907813
34 2025-11-30  27.131636    6.397988   47.902648
14:02:42 - cmdstanpy - INFO - Chain [1] start processing
14:02:42 - cmdstanpy - INFO - Chain [1] done processing
14:02:42 - cmdstanpy - INFO - Chain [1] start processing
14:02:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 964:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.003614   29.371126   75.224180
31 2025-08-31  51.481021   28.106364   73.063812
32 2025-09-30  51.943028   30.566807   76.589801
33 2025-10-31  52.420435   29.391440   75.776976
34 2025-11-30  52.882442   29.444016   76.556289
Forecast for Australia and Product 965:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.450262   21.258157   53.253006
31 2025-08-31  37.473683   21.516395   52.759039
32 2025-09-30  37.496348   22.503664   53.823574
33 2025-10-31  37.519769   22.490847   52.619610
34 2025-11-30  37.542435   22.699966   51.386461
14:02:42 - cmdstanpy - INFO - Chain [1] start processing
14:02:42 - cmdstanpy - INFO - Chain [1] done processing
14:02:42 - cmdstanpy - INFO - Chain [1] start processing
14:02:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 966:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.087140   28.236531   70.167603
31 2025-08-31  49.591115   27.314852   72.383052
32 2025-09-30  50.078832   29.525301   69.973262
33 2025-10-31  50.582807   29.404118   71.518935
34 2025-11-30  51.070524   29.547268   72.620431
Forecast for Australia and Product 967:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.388055   16.327799   58.246811
31 2025-08-31  37.351644   15.144198   57.997082
32 2025-09-30  37.316407   16.980096   56.258114
33 2025-10-31  37.279995   14.789792   57.661451
34 2025-11-30  37.244758   15.252298   59.679423
14:02:42 - cmdstanpy - INFO - Chain [1] start processing
14:02:42 - cmdstanpy - INFO - Chain [1] done processing
14:02:42 - cmdstanpy - INFO - Chain [1] start processing
14:02:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 968:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.024847   20.064162   45.359861
31 2025-08-31  32.702236   19.596178   45.606125
32 2025-09-30  32.390032   18.819474   45.690134
33 2025-10-31  32.067421   19.624789   44.495394
34 2025-11-30  31.755217   18.655260   44.591357
Forecast for Australia and Product 969:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.626987   29.570994   74.314041
31 2025-08-31  52.924263   31.666622   75.677942
32 2025-09-30  53.211949   32.927789   74.953952
33 2025-10-31  53.509225   31.064685   74.468299
34 2025-11-30  53.796911   31.892543   75.879436
14:02:43 - cmdstanpy - INFO - Chain [1] start processing
14:02:43 - cmdstanpy - INFO - Chain [1] done processing
14:02:43 - cmdstanpy - INFO - Chain [1] start processing
14:02:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 970:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.023697   11.698145   47.705371
31 2025-08-31  29.680206   12.239985   46.799688
32 2025-09-30  29.347795   11.351865   46.721234
33 2025-10-31  29.004304   10.572274   46.182732
34 2025-11-30  28.671893   12.193068   45.931924
Forecast for Australia and Product 971:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.415314   31.657563   68.250228
31 2025-08-31  50.833864   33.172427   69.831809
32 2025-09-30  51.238913   33.112423   69.677182
33 2025-10-31  51.657463   32.633372   69.423694
34 2025-11-30  52.062511   33.036284   70.782983
14:02:43 - cmdstanpy - INFO - Chain [1] start processing
14:02:43 - cmdstanpy - INFO - Chain [1] done processing
14:02:43 - cmdstanpy - INFO - Chain [1] start processing
14:02:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 972:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.900657   17.630761   44.844880
31 2025-08-31  30.852893   17.770112   43.877553
32 2025-09-30  30.806670   17.433259   44.486589
33 2025-10-31  30.758907   17.774259   44.136646
34 2025-11-30  30.712684   16.720096   43.988327
Forecast for Australia and Product 973:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.404170   32.417111   64.656922
31 2025-08-31  48.672315   32.435163   64.715426
32 2025-09-30  48.931810   32.210507   64.392368
33 2025-10-31  49.199955   32.839240   64.690259
34 2025-11-30  49.459451   33.093267   65.622615
14:02:43 - cmdstanpy - INFO - Chain [1] start processing
14:02:43 - cmdstanpy - INFO - Chain [1] done processing
14:02:43 - cmdstanpy - INFO - Chain [1] start processing
14:02:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 974:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  65.069017   43.385006   88.451903
31 2025-08-31  66.224051   43.534152   88.558118
32 2025-09-30  67.341826   47.158604   88.032324
33 2025-10-31  68.496861   45.927234   89.784982
34 2025-11-30  69.614636   48.891539   93.082765
Forecast for Australia and Product 975:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.321415   13.858204   53.338299
31 2025-08-31  33.003554   14.042899   52.258393
32 2025-09-30  32.695946   12.722007   52.628703
33 2025-10-31  32.378084   13.386811   50.354664
34 2025-11-30  32.070476   12.152384   53.611009
14:02:44 - cmdstanpy - INFO - Chain [1] start processing
14:02:44 - cmdstanpy - INFO - Chain [1] done processing
14:02:44 - cmdstanpy - INFO - Chain [1] start processing
14:02:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 976:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.594327   13.962145   51.561081
31 2025-08-31  33.397816   14.929482   51.814467
32 2025-09-30  33.207645   15.276239   53.209190
33 2025-10-31  33.011134   14.092695   50.860938
34 2025-11-30  32.820963   13.341904   51.036435
Forecast for Australia and Product 977:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.708157   21.369215   74.140958
31 2025-08-31  47.624225   22.605077   71.407200
32 2025-09-30  47.542999   21.603549   70.168004
33 2025-10-31  47.459067   23.239308   72.183180
34 2025-11-30  47.377841   22.041715   72.858791
14:02:44 - cmdstanpy - INFO - Chain [1] start processing
14:02:44 - cmdstanpy - INFO - Chain [1] done processing
14:02:44 - cmdstanpy - INFO - Chain [1] start processing
14:02:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 978:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.253822    0.331129   41.118138
31 2025-08-31  20.208962   -0.283561   40.209824
32 2025-09-30  19.197807   -2.237151   39.661780
33 2025-10-31  18.152947   -1.673920   39.285281
34 2025-11-30  17.141793   -3.160679   38.688334
Forecast for Australia and Product 979:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.332954   13.930715   50.602793
31 2025-08-31  31.840779   13.596725   50.341386
32 2025-09-30  31.364481   12.746012   49.763125
33 2025-10-31  30.872306   10.535765   49.360448
34 2025-11-30  30.396007   12.437836   50.031059
14:02:44 - cmdstanpy - INFO - Chain [1] start processing
14:02:44 - cmdstanpy - INFO - Chain [1] done processing
14:02:45 - cmdstanpy - INFO - Chain [1] start processing
14:02:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 980:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.335466   15.175701   52.806892
31 2025-08-31  33.894557   14.623217   54.402286
32 2025-09-30  33.467872   14.440811   52.378004
33 2025-10-31  33.026963   14.939541   51.693881
34 2025-11-30  32.600278   10.800240   50.891643
Forecast for Australia and Product 981:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.854039   26.671602   57.533170
31 2025-08-31  41.725246   24.683449   56.923006
32 2025-09-30  41.600608   26.072482   57.187861
33 2025-10-31  41.471816   26.049883   58.056725
34 2025-11-30  41.347178   25.850050   56.737567
14:02:45 - cmdstanpy - INFO - Chain [1] start processing
14:02:45 - cmdstanpy - INFO - Chain [1] done processing
14:02:45 - cmdstanpy - INFO - Chain [1] start processing
14:02:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 982:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.295192   16.013271   47.855229
31 2025-08-31  31.833454   15.011003   46.895981
32 2025-09-30  31.386610   14.974690   47.554472
33 2025-10-31  30.924872   13.821119   46.186127
34 2025-11-30  30.478028   13.167538   46.420810
Forecast for Australia and Product 983:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  38.72785   17.247448   60.379278
31 2025-08-31  38.53439   18.399177   58.381326
32 2025-09-30  38.34717   17.924134   57.973716
33 2025-10-31  38.15371   16.753391   58.642843
34 2025-11-30  37.96649   15.406286   58.793927
14:02:45 - cmdstanpy - INFO - Chain [1] start processing
14:02:45 - cmdstanpy - INFO - Chain [1] done processing
14:02:45 - cmdstanpy - INFO - Chain [1] start processing
14:02:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 984:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.049362   28.801572   69.903562
31 2025-08-31  49.688348   29.667917   71.593940
32 2025-09-30  50.306721   29.811860   70.273612
33 2025-10-31  50.945706   31.008999   72.087372
34 2025-11-30  51.564079   30.944478   73.090543
Forecast for Australia and Product 985:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.939585   11.921160   59.777736
31 2025-08-31  35.669550   10.882198   60.960961
32 2025-09-30  35.408226   10.438189   61.308228
33 2025-10-31  35.138191   10.892262   59.164728
34 2025-11-30  34.876866    8.872964   59.972948
14:02:45 - cmdstanpy - INFO - Chain [1] start processing
14:02:45 - cmdstanpy - INFO - Chain [1] done processing
14:02:46 - cmdstanpy - INFO - Chain [1] start processing
14:02:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 986:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.129676   17.097421   50.570447
31 2025-08-31  33.972889   15.596236   50.776186
32 2025-09-30  33.821159   16.680491   52.953657
33 2025-10-31  33.664371   16.741665   49.535631
34 2025-11-30  33.512642   15.270173   50.139834
Forecast for Australia and Product 987:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.044203   19.754404   60.978596
31 2025-08-31  40.028205   19.390387   60.337625
32 2025-09-30  40.012723   19.757023   61.262687
33 2025-10-31  39.996725   21.315638   60.662891
34 2025-11-30  39.981243   18.176007   59.535615
14:02:46 - cmdstanpy - INFO - Chain [1] start processing
14:02:46 - cmdstanpy - INFO - Chain [1] done processing
14:02:46 - cmdstanpy - INFO - Chain [1] start processing
14:02:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 988:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.605625   17.372728   56.079420
31 2025-08-31  37.521674   17.993712   55.266397
32 2025-09-30  37.440431   17.977843   53.747088
33 2025-10-31  37.356480   17.897821   55.638165
34 2025-11-30  37.275237   17.554471   56.740471
Forecast for Australia and Product 989:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.934271   12.675453   48.151305
31 2025-08-31  29.411252   11.549013   46.610670
32 2025-09-30  28.905104   11.611806   46.658062
33 2025-10-31  28.382086    9.826251   46.267483
34 2025-11-30  27.875938    9.774777   46.239128
14:02:46 - cmdstanpy - INFO - Chain [1] start processing
14:02:46 - cmdstanpy - INFO - Chain [1] done processing
14:02:46 - cmdstanpy - INFO - Chain [1] start processing
14:02:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 990:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.720746   26.023045   75.834766
31 2025-08-31  51.069075   23.963405   75.937715
32 2025-09-30  51.406169   26.067187   77.249576
33 2025-10-31  51.754498   26.582901   76.130445
34 2025-11-30  52.091591   28.478284   76.645847
Forecast for Australia and Product 991:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.951743   24.072077   57.266209
31 2025-08-31  40.139972   22.797870   56.500073
32 2025-09-30  40.322128   24.769778   56.516037
33 2025-10-31  40.510357   24.444935   57.838721
34 2025-11-30  40.692513   24.580149   56.958198
14:02:47 - cmdstanpy - INFO - Chain [1] start processing
14:02:47 - cmdstanpy - INFO - Chain [1] done processing
14:02:47 - cmdstanpy - INFO - Chain [1] start processing
14:02:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 992:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.400240   18.816895   46.047002
31 2025-08-31  32.023068   19.080735   45.042331
32 2025-09-30  31.658064   18.735870   44.169830
33 2025-10-31  31.280893   18.582267   45.000954
34 2025-11-30  30.915888   17.153178   43.382101
Forecast for Australia and Product 993:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.327162   17.593747   53.457223
31 2025-08-31  35.233163   17.134943   53.074335
32 2025-09-30  35.142196   18.323951   51.300575
33 2025-10-31  35.048197   17.576006   52.209999
34 2025-11-30  34.957230   17.712581   51.756399
14:02:47 - cmdstanpy - INFO - Chain [1] start processing
14:02:47 - cmdstanpy - INFO - Chain [1] done processing
14:02:47 - cmdstanpy - INFO - Chain [1] start processing
14:02:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 994:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.706596   48.051967   76.888113
31 2025-08-31  62.608752   48.243545   76.481966
32 2025-09-30  63.481805   48.878444   76.884942
33 2025-10-31  64.383961   48.616341   78.441321
34 2025-11-30  65.257015   51.469924   79.896780
Forecast for Australia and Product 995:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.028627   38.558886   74.688810
31 2025-08-31  56.789306   38.999131   75.418440
32 2025-09-30  57.525448   38.404624   76.221061
33 2025-10-31  58.286127   41.813963   76.539086
34 2025-11-30  59.022268   40.371263   77.613705
14:02:47 - cmdstanpy - INFO - Chain [1] start processing
14:02:47 - cmdstanpy - INFO - Chain [1] done processing
14:02:47 - cmdstanpy - INFO - Chain [1] start processing
14:02:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 996:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.882809   24.032851   52.024621
31 2025-08-31  38.077088   24.128505   52.786995
32 2025-09-30  38.265099   25.120486   52.248104
33 2025-10-31  38.459378   23.769971   52.637077
34 2025-11-30  38.647389   24.130225   52.908450
Forecast for Australia and Product 997:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.100376    8.734570   52.490389
31 2025-08-31  31.695342   10.607432   53.826026
32 2025-09-30  31.303374   11.295987   53.979694
33 2025-10-31  30.898340    8.125318   52.364293
34 2025-11-30  30.506371    7.576084   52.785800
14:02:48 - cmdstanpy - INFO - Chain [1] start processing
14:02:48 - cmdstanpy - INFO - Chain [1] done processing
14:02:48 - cmdstanpy - INFO - Chain [1] start processing
14:02:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Australia and Product 998:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.973162    7.805572   46.199001
31 2025-08-31  26.307782    4.672329   45.841462
32 2025-09-30  25.663866    5.969999   45.672517
33 2025-10-31  24.998486    4.106954   43.883275
34 2025-11-30  24.354570    4.392135   44.849701
Forecast for Australia and Product 999:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.757997   10.177770   53.383084
31 2025-08-31  31.401005    8.045683   52.992246
32 2025-09-30  31.055529    8.971198   52.995432
33 2025-10-31  30.698536    8.174398   53.651689
34 2025-11-30  30.353060   10.265211   52.522754
14:02:48 - cmdstanpy - INFO - Chain [1] start processing
14:02:48 - cmdstanpy - INFO - Chain [1] done processing
14:02:48 - cmdstanpy - INFO - Chain [1] start processing
14:02:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 100:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.341178   25.949098   62.463742
31 2025-08-31  44.542269   26.485034   62.957765
32 2025-09-30  44.736872   25.980362   63.681792
33 2025-10-31  44.937963   25.307668   64.037010
34 2025-11-30  45.132566   26.415587   62.971449
Forecast for Europe and Product 101:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.586248   32.801742   69.743813
31 2025-08-31  50.738713   32.074537   68.382992
32 2025-09-30  50.886259   33.771290   69.829290
33 2025-10-31  51.038724   32.947221   70.844272
34 2025-11-30  51.186271   31.915466   70.548640
14:02:48 - cmdstanpy - INFO - Chain [1] start processing
14:02:48 - cmdstanpy - INFO - Chain [1] done processing
14:02:49 - cmdstanpy - INFO - Chain [1] start processing
14:02:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 102:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.225900    7.803924   48.061379
31 2025-08-31  26.245360    5.621654   46.660292
32 2025-09-30  25.296449    5.353259   45.571868
33 2025-10-31  24.315908    4.466269   44.610964
34 2025-11-30  23.366998    3.120703   43.271632
Forecast for Europe and Product 103:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.419091    5.633814   45.682408
31 2025-08-31  25.880488    5.686185   44.817676
32 2025-09-30  25.359260    3.482225   46.246567
33 2025-10-31  24.820657    3.746597   45.885420
34 2025-11-30  24.299429    3.760400   45.307830
14:02:49 - cmdstanpy - INFO - Chain [1] start processing
14:02:49 - cmdstanpy - INFO - Chain [1] done processing
14:02:49 - cmdstanpy - INFO - Chain [1] start processing
14:02:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 104:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.832493    8.860718   48.614233
31 2025-08-31  28.469798    8.203747   49.291028
32 2025-09-30  28.118802    6.022202   47.917342
33 2025-10-31  27.756106    4.754030   49.104228
34 2025-11-30  27.405110    6.201957   48.114376
Forecast for Europe and Product 105:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.578752   15.536552   51.548245
31 2025-08-31  33.588939   15.838738   51.523853
32 2025-09-30  33.598798   15.816124   52.282234
33 2025-10-31  33.608986   16.802432   51.577881
34 2025-11-30  33.618845   17.112201   51.542539
14:02:49 - cmdstanpy - INFO - Chain [1] start processing
14:02:49 - cmdstanpy - INFO - Chain [1] done processing
14:02:49 - cmdstanpy - INFO - Chain [1] start processing
14:02:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 106:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.765208   16.744672   51.983927
31 2025-08-31  33.312936   13.809618   52.773263
32 2025-09-30  32.875254   14.771902   50.816648
33 2025-10-31  32.422981   12.680585   51.401910
34 2025-11-30  31.985299   14.091104   51.145575
Forecast for Europe and Product 107:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.309495    5.045855   44.162977
31 2025-08-31  24.670098    6.507516   45.217214
32 2025-09-30  24.051327    5.531898   41.646621
33 2025-10-31  23.411931    3.929557   40.499259
34 2025-11-30  22.793160    2.817604   41.957459
14:02:49 - cmdstanpy - INFO - Chain [1] start processing
14:02:50 - cmdstanpy - INFO - Chain [1] done processing
14:02:50 - cmdstanpy - INFO - Chain [1] start processing
14:02:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 108:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.258582   16.358882   40.224917
31 2025-08-31  27.836610   16.043506   39.989426
32 2025-09-30  27.428250   15.558513   39.864816
33 2025-10-31  27.006277   14.783449   39.653033
34 2025-11-30  26.597917   14.486106   38.968416
Forecast for Europe and Product 109:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.601326   31.321191   67.609026
31 2025-08-31  50.165322   32.385532   65.773260
32 2025-09-30  50.711124   31.150206   67.501771
33 2025-10-31  51.275119   34.595169   68.792175
34 2025-11-30  51.820921   34.413576   70.039800
14:02:50 - cmdstanpy - INFO - Chain [1] start processing
14:02:50 - cmdstanpy - INFO - Chain [1] done processing
14:02:50 - cmdstanpy - INFO - Chain [1] start processing
14:02:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 110:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.499990   26.906572   55.882929
31 2025-08-31  40.597489   26.704415   54.806671
32 2025-09-30  40.691843   26.300973   53.533839
33 2025-10-31  40.789342   26.605979   54.701363
34 2025-11-30  40.883695   27.067511   54.793380
Forecast for Europe and Product 111:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.523692    3.208379   42.723204
31 2025-08-31  22.743749    3.379435   42.317677
32 2025-09-30  21.988967    1.553508   43.578733
33 2025-10-31  21.209024    1.527172   42.970385
34 2025-11-30  20.454242   -0.074733   39.060536
14:02:50 - cmdstanpy - INFO - Chain [1] start processing
14:02:50 - cmdstanpy - INFO - Chain [1] done processing
14:02:50 - cmdstanpy - INFO - Chain [1] start processing
14:02:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 112:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.878612    4.214249   42.580750
31 2025-08-31  22.755809    3.758462   43.281961
32 2025-09-30  21.669227    0.612059   41.882533
33 2025-10-31  20.546424   -0.837655   40.789565
34 2025-11-30  19.459842    1.235079   39.108354
Forecast for Europe and Product 113:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.116386   40.393554   76.126817
31 2025-08-31  59.861976   42.579990   78.542142
32 2025-09-30  60.583515   43.377503   78.153316
33 2025-10-31  61.329106   42.832915   78.576365
34 2025-11-30  62.050645   45.557145   81.134361
14:02:51 - cmdstanpy - INFO - Chain [1] start processing
14:02:51 - cmdstanpy - INFO - Chain [1] done processing
14:02:51 - cmdstanpy - INFO - Chain [1] start processing
14:02:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 114:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.723523   23.460500   51.741164
31 2025-08-31  37.435867   22.532509   51.764847
32 2025-09-30  37.157490   22.448618   51.890484
33 2025-10-31  36.869834   21.458106   51.040620
34 2025-11-30  36.591457   21.381639   50.939817
Forecast for Europe and Product 115:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.436485   34.326727   63.282587
31 2025-08-31  49.863087   35.473729   65.017095
32 2025-09-30  50.275927   35.835034   66.279952
33 2025-10-31  50.702529   35.355296   65.299084
34 2025-11-30  51.115369   36.245868   66.031303
14:02:51 - cmdstanpy - INFO - Chain [1] start processing
14:02:51 - cmdstanpy - INFO - Chain [1] done processing
14:02:51 - cmdstanpy - INFO - Chain [1] start processing
14:02:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 116:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.361672   10.941035   42.241472
31 2025-08-31  25.798651   10.036070   42.638146
32 2025-09-30  25.253791   10.102719   40.858370
33 2025-10-31  24.690770    8.535517   39.635131
34 2025-11-30  24.145911    8.874291   39.212116
Forecast for Europe and Product 117:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.898767   15.793557   54.427963
31 2025-08-31  34.429958   14.647256   55.453519
32 2025-09-30  33.976273   14.114849   55.102689
33 2025-10-31  33.507464   13.789155   52.987106
34 2025-11-30  33.053778   12.436590   52.815340
14:02:51 - cmdstanpy - INFO - Chain [1] start processing
14:02:51 - cmdstanpy - INFO - Chain [1] done processing
14:02:51 - cmdstanpy - INFO - Chain [1] start processing
14:02:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 118:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.184109   26.616528   58.106685
31 2025-08-31  43.241026   26.429113   59.620252
32 2025-09-30  43.296107   27.500660   60.973352
33 2025-10-31  43.353025   27.262602   58.762433
34 2025-11-30  43.408106   26.147270   59.983434
Forecast for Europe and Product 119:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.717896   20.426474   55.980744
31 2025-08-31  37.741117   19.490975   55.420321
32 2025-09-30  37.763589   21.000464   56.127013
33 2025-10-31  37.786809   18.572770   55.967926
34 2025-11-30  37.809281   19.943135   56.026622
14:02:52 - cmdstanpy - INFO - Chain [1] start processing
14:02:52 - cmdstanpy - INFO - Chain [1] done processing
14:02:52 - cmdstanpy - INFO - Chain [1] start processing
14:02:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 120:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.956199   10.111835   47.017985
31 2025-08-31  28.144344    9.188206   45.838315
32 2025-09-30  27.358678   10.339563   47.241026
33 2025-10-31  26.546822    7.624787   45.553607
34 2025-11-30  25.761156    7.425774   45.105234
Forecast for Europe and Product 121:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.683987   23.336844   58.483337
31 2025-08-31  40.936978   23.009774   58.436127
32 2025-09-30  41.181809   21.763665   59.027513
33 2025-10-31  41.434801   23.866289   60.156870
34 2025-11-30  41.679632   23.583965   59.101834
14:02:52 - cmdstanpy - INFO - Chain [1] start processing
14:02:52 - cmdstanpy - INFO - Chain [1] done processing
14:02:52 - cmdstanpy - INFO - Chain [1] start processing
14:02:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 122:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.085590   31.956413   69.193065
31 2025-08-31  51.405657   32.950023   70.373854
32 2025-09-30  51.715398   32.693849   70.398505
33 2025-10-31  52.035464   32.977899   69.738869
34 2025-11-30  52.345206   33.006698   73.811143
Forecast for Europe and Product 123:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  66.353494   53.327586   78.861248
31 2025-08-31  67.479937   54.508852   81.722982
32 2025-09-30  68.570043   55.024213   81.911087
33 2025-10-31  69.696486   56.128434   83.019921
34 2025-11-30  70.786592   56.682796   83.158673
14:02:52 - cmdstanpy - INFO - Chain [1] start processing
14:02:52 - cmdstanpy - INFO - Chain [1] done processing
14:02:52 - cmdstanpy - INFO - Chain [1] start processing
14:02:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 124:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.759484   36.668920   63.304496
31 2025-08-31  50.228896   35.672613   64.315601
32 2025-09-30  50.683166   36.884552   64.640631
33 2025-10-31  51.152578   37.369435   64.674569
34 2025-11-30  51.606847   37.514082   65.867718
Forecast for Europe and Product 125:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.253008   15.298842   56.977675
31 2025-08-31  36.206903   14.596785   58.316099
32 2025-09-30  36.162286   16.137504   57.673421
33 2025-10-31  36.116181   16.036238   57.998299
34 2025-11-30  36.071563   13.962223   57.774360
14:02:53 - cmdstanpy - INFO - Chain [1] start processing
14:02:53 - cmdstanpy - INFO - Chain [1] done processing
14:02:53 - cmdstanpy - INFO - Chain [1] start processing
14:02:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 126:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.950181   24.060462   63.415906
31 2025-08-31  41.930880   22.392705   60.754564
32 2025-09-30  41.912201   21.757406   62.103922
33 2025-10-31  41.892900   21.889199   63.250168
34 2025-11-30  41.874221   22.348843   61.837760
Forecast for Europe and Product 127:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.221031   25.991947   59.663128
31 2025-08-31  42.368124   24.247308   59.846430
32 2025-09-30  42.510473   25.605841   60.009511
33 2025-10-31  42.657566   25.850777   61.708314
34 2025-11-30  42.799915   24.924541   60.697776
14:02:53 - cmdstanpy - INFO - Chain [1] start processing
14:02:53 - cmdstanpy - INFO - Chain [1] done processing
14:02:53 - cmdstanpy - INFO - Chain [1] start processing
14:02:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 128:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.238650   19.124148   55.491633
31 2025-08-31  37.230970   20.003270   53.948506
32 2025-09-30  37.223539   19.592218   54.666323
33 2025-10-31  37.215859   20.533975   54.253215
34 2025-11-30  37.208428   19.579154   54.932485
Forecast for Europe and Product 129:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.266723   24.685326   62.566113
31 2025-08-31  43.365072   23.443442   62.935613
32 2025-09-30  43.460249   26.195078   61.278537
33 2025-10-31  43.558598   25.094499   62.439327
34 2025-11-30  43.653775   26.217620   63.966082
14:02:53 - cmdstanpy - INFO - Chain [1] start processing
14:02:53 - cmdstanpy - INFO - Chain [1] done processing
14:02:53 - cmdstanpy - INFO - Chain [1] start processing
14:02:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 130:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.624962   26.445797   58.584486
31 2025-08-31  42.894406   27.711148   58.382758
32 2025-09-30  43.155159   27.411103   58.763529
33 2025-10-31  43.424604   27.520834   60.109500
34 2025-11-30  43.685357   28.011692   58.948014
Forecast for Europe and Product 131:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.845419   21.405441   57.634748
31 2025-08-31  39.746710   22.409071   56.750278
32 2025-09-30  39.651184   22.878384   57.718251
33 2025-10-31  39.552474   22.284698   57.368318
34 2025-11-30  39.456949   21.205980   56.854952
14:02:54 - cmdstanpy - INFO - Chain [1] start processing
14:02:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 132:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.996568   27.226502   59.507351
31 2025-08-31  44.408112   28.112205   60.887474
32 2025-09-30  44.806381   26.889227   60.685943
33 2025-10-31  45.217925   27.115857   61.397306
34 2025-11-30  45.616193   28.792623   62.234392
14:02:54 - cmdstanpy - INFO - Chain [1] start processing
14:02:54 - cmdstanpy - INFO - Chain [1] done processing
14:02:54 - cmdstanpy - INFO - Chain [1] start processing
14:02:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 133:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.529773   13.658740   41.935220
31 2025-08-31  27.069946   12.991810   42.518255
32 2025-09-30  26.624953   11.863669   41.774947
33 2025-10-31  26.165126   11.587042   40.130367
34 2025-11-30  25.720132   11.025246   40.924825
14:02:54 - cmdstanpy - INFO - Chain [1] start processing
14:02:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 134:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.455568   19.540593   53.040876
31 2025-08-31  36.043167   18.468576   53.739970
32 2025-09-30  35.644069   18.655236   53.911752
33 2025-10-31  35.231667   18.545383   52.700263
34 2025-11-30  34.832569   18.407175   51.908483
14:02:55 - cmdstanpy - INFO - Chain [1] start processing
14:02:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 135:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.211984   25.214189   68.356049
31 2025-08-31  46.414966   25.007533   66.593230
32 2025-09-30  46.611401   24.671743   67.279375
33 2025-10-31  46.814384   25.215494   67.671999
34 2025-11-30  47.010818   23.987713   68.626374
Forecast for Europe and Product 136:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.088390   19.009806   66.905161
31 2025-08-31  43.277774   20.626535   64.816093
32 2025-09-30  43.461049   19.139431   66.980963
33 2025-10-31  43.650434   18.387611   65.579646
34 2025-11-30  43.833709   20.699571   65.452152
14:02:55 - cmdstanpy - INFO - Chain [1] start processing
14:02:55 - cmdstanpy - INFO - Chain [1] done processing
14:02:55 - cmdstanpy - INFO - Chain [1] start processing
14:02:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 137:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.392489   17.904990   62.333011
31 2025-08-31  40.188767   19.222347   62.871042
32 2025-09-30  39.991618   17.922980   61.666344
33 2025-10-31  39.787896   17.798380   61.860630
34 2025-11-30  39.590747   17.517783   60.118380
Forecast for Europe and Product 138:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.340138   23.156535   55.228668
31 2025-08-31  39.343232   24.809186   56.156814
32 2025-09-30  39.346226   23.696565   56.115143
33 2025-10-31  39.349319   23.475453   55.468114
34 2025-11-30  39.352313   23.426732   55.707984
14:02:55 - cmdstanpy - INFO - Chain [1] start processing
14:02:55 - cmdstanpy - INFO - Chain [1] done processing
14:02:55 - cmdstanpy - INFO - Chain [1] start processing
14:02:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 139:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.508294    4.964425   36.432396
31 2025-08-31  19.556814    3.341544   35.776221
32 2025-09-30  18.636026    2.330720   34.333141
33 2025-10-31  17.684546    1.754731   34.640367
34 2025-11-30  16.763759   -0.227954   31.422054
Forecast for Europe and Product 140:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.273730   12.170043   54.827112
31 2025-08-31  33.997295   12.286736   54.896587
32 2025-09-30  33.729777   12.523140   53.325200
33 2025-10-31  33.453341   13.063992   55.408535
34 2025-11-30  33.185824   12.882026   54.073196
14:02:55 - cmdstanpy - INFO - Chain [1] start processing
14:02:55 - cmdstanpy - INFO - Chain [1] done processing
14:02:56 - cmdstanpy - INFO - Chain [1] start processing
14:02:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 141:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.381614   -1.688734   36.667281
31 2025-08-31  17.586812   -0.881277   35.677099
32 2025-09-30  16.817649   -0.084825   34.529870
33 2025-10-31  16.022847   -1.338533   33.704721
34 2025-11-30  15.253683   -2.185685   32.539347
Forecast for Europe and Product 142:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.676848    5.097712   42.860859
31 2025-08-31  23.727462    5.325894   43.310419
32 2025-09-30  22.808700    3.564445   41.074495
33 2025-10-31  21.859314    2.479857   40.316285
34 2025-11-30  20.940553    2.131356   39.264765
14:02:56 - cmdstanpy - INFO - Chain [1] start processing
14:02:56 - cmdstanpy - INFO - Chain [1] done processing
14:02:56 - cmdstanpy - INFO - Chain [1] start processing
14:02:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 143:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.290531   39.588121   78.329945
31 2025-08-31  60.087180   41.060097   80.372021
32 2025-09-30  60.858130   41.274576   80.149387
33 2025-10-31  61.654779   41.331266   80.866137
34 2025-11-30  62.425730   44.320323   82.513535
Forecast for Europe and Product 144:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.985914   17.952300   54.359763
31 2025-08-31  35.950369   17.302885   54.460673
32 2025-09-30  35.915970   17.689951   54.177917
33 2025-10-31  35.880425   17.637547   54.148822
34 2025-11-30  35.846027   17.595589   53.370223
14:02:56 - cmdstanpy - INFO - Chain [1] start processing
14:02:56 - cmdstanpy - INFO - Chain [1] done processing
14:02:56 - cmdstanpy - INFO - Chain [1] start processing
14:02:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 145:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.860091   25.184210   59.060655
31 2025-08-31  42.248816   26.398879   58.415393
32 2025-09-30  42.625003   25.772145   58.137139
33 2025-10-31  43.013728   25.740047   60.994787
34 2025-11-30  43.389914   25.633550   61.118331
14:02:56 - cmdstanpy - INFO - Chain [1] start processing
14:02:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 146:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.846900   16.980668   50.180785
31 2025-08-31  33.558791   15.961493   51.997542
32 2025-09-30  33.279975   15.684421   50.909728
33 2025-10-31  32.991866   15.750335   49.912058
34 2025-11-30  32.713050   15.048493   49.629583
Forecast for Europe and Product 147:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.580992    9.106247   63.085647
31 2025-08-31  34.140503    7.140061   62.519044
32 2025-09-30  33.714223    6.607618   61.062930
33 2025-10-31  33.273734    6.892657   58.721258
34 2025-11-30  32.847454    7.004245   60.834268
14:02:57 - cmdstanpy - INFO - Chain [1] start processing
14:02:57 - cmdstanpy - INFO - Chain [1] done processing
14:02:57 - cmdstanpy - INFO - Chain [1] start processing
14:02:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 148:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.969164   28.463366   66.119516
31 2025-08-31  47.139671   28.917355   66.561040
32 2025-09-30  47.304677   29.872389   66.685862
33 2025-10-31  47.475184   30.122193   65.319718
34 2025-11-30  47.640190   29.368721   66.356222
Forecast for Europe and Product 149:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.854108   24.682746   68.799835
31 2025-08-31  47.219140   25.589734   69.414643
32 2025-09-30  47.572397   24.037973   70.438615
33 2025-10-31  47.937429   25.651904   70.401945
34 2025-11-30  48.290686   25.707122   72.025545
14:02:57 - cmdstanpy - INFO - Chain [1] start processing
14:02:57 - cmdstanpy - INFO - Chain [1] done processing
14:02:57 - cmdstanpy - INFO - Chain [1] start processing
14:02:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 150:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.279354    8.074205   41.673600
31 2025-08-31  24.372732    6.181966   41.699972
32 2025-09-30  23.495355    6.742175   40.370599
33 2025-10-31  22.588733    5.263509   38.869238
34 2025-11-30  21.711357    3.849399   39.109608
Forecast for Europe and Product 151:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.389155   24.908818   58.920844
31 2025-08-31  42.466376   24.923769   60.689543
32 2025-09-30  42.541106   24.647319   59.297984
33 2025-10-31  42.618327   25.067099   59.772587
34 2025-11-30  42.693057   24.962070   59.462229
14:02:57 - cmdstanpy - INFO - Chain [1] start processing
14:02:57 - cmdstanpy - INFO - Chain [1] done processing
14:02:58 - cmdstanpy - INFO - Chain [1] start processing
14:02:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 152:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.440576   18.541339   59.832802
31 2025-08-31  40.425167   20.391452   62.621281
32 2025-09-30  40.410255   20.577052   61.255794
33 2025-10-31  40.394845   19.238779   60.733736
34 2025-11-30  40.379933   18.920194   60.400919
Forecast for Europe and Product 153:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.331825   18.044423   62.853837
31 2025-08-31  41.330727   18.838314   62.728744
32 2025-09-30  41.329665   19.316226   61.770122
33 2025-10-31  41.328567   19.599840   63.113343
34 2025-11-30  41.327505   20.478736   64.008774
14:02:58 - cmdstanpy - INFO - Chain [1] start processing
14:02:58 - cmdstanpy - INFO - Chain [1] done processing
14:02:58 - cmdstanpy - INFO - Chain [1] start processing
14:02:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 154:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.844299   22.754551   57.683332
31 2025-08-31  39.733600   21.287471   57.679074
32 2025-09-30  39.626473   22.147806   56.870513
33 2025-10-31  39.515774   22.489757   56.129778
34 2025-11-30  39.408647   22.537490   57.086314
Forecast for Europe and Product 155:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.732404   14.750933   50.185200
31 2025-08-31  32.438608   14.296038   50.146213
32 2025-09-30  32.154290   13.741071   50.777690
33 2025-10-31  31.860494   13.889507   49.244050
34 2025-11-30  31.576176   13.213618   49.525717
14:02:58 - cmdstanpy - INFO - Chain [1] start processing
14:02:58 - cmdstanpy - INFO - Chain [1] done processing
14:02:58 - cmdstanpy - INFO - Chain [1] start processing
14:02:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 156:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.398163   27.294213   60.109898
31 2025-08-31  43.377698   26.230697   61.288564
32 2025-09-30  43.357892   26.384541   58.187843
33 2025-10-31  43.337427   25.963507   59.850775
34 2025-11-30  43.317621   26.530731   59.393797
Forecast for Europe and Product 157:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.146104    6.890922   46.120040
31 2025-08-31  25.201462    6.663740   44.187752
32 2025-09-30  24.287293    5.714439   43.286633
33 2025-10-31  23.342651    5.737076   40.556164
34 2025-11-30  22.428482    4.174200   40.937521
14:02:58 - cmdstanpy - INFO - Chain [1] start processing
14:02:59 - cmdstanpy - INFO - Chain [1] done processing
14:02:59 - cmdstanpy - INFO - Chain [1] start processing
14:02:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 158:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.024351   23.871858   60.005696
31 2025-08-31  42.168239   24.176648   58.576634
32 2025-09-30  42.307485   24.717286   58.828958
33 2025-10-31  42.451372   23.231750   60.629362
34 2025-11-30  42.590619   25.393598   60.187315
Forecast for Europe and Product 159:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.514193   26.475182   61.024899
31 2025-08-31  43.264201   25.602828   60.443211
32 2025-09-30  43.022274   25.207050   60.663422
33 2025-10-31  42.772282   25.328515   61.366685
34 2025-11-30  42.530354   25.065757   61.263514
14:02:59 - cmdstanpy - INFO - Chain [1] start processing
14:02:59 - cmdstanpy - INFO - Chain [1] done processing
14:02:59 - cmdstanpy - INFO - Chain [1] start processing
14:02:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 160:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.692017   29.467972   66.655295
31 2025-08-31  48.864062   29.461888   69.414414
32 2025-09-30  49.030558   29.802194   66.950525
33 2025-10-31  49.202604   28.874226   68.760673
34 2025-11-30  49.369099   31.111715   70.285998
Forecast for Europe and Product 161:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.562838    1.880686   33.460335
31 2025-08-31  16.639121   -0.087650   34.655032
32 2025-09-30  15.745202    0.043127   31.490263
33 2025-10-31  14.821485   -2.065412   31.599063
34 2025-11-30  13.927566   -2.121125   30.123083
14:02:59 - cmdstanpy - INFO - Chain [1] start processing
14:02:59 - cmdstanpy - INFO - Chain [1] done processing
14:02:59 - cmdstanpy - INFO - Chain [1] start processing
14:02:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 162:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.385158   23.215243   59.980132
31 2025-08-31  41.286474   23.040000   61.165647
32 2025-09-30  41.190972   24.201804   60.884119
33 2025-10-31  41.092288   22.784244   58.962934
34 2025-11-30  40.996787   22.612669   58.685115
Forecast for Europe and Product 163:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.553579   17.933471   61.955122
31 2025-08-31  40.739111   16.679571   62.238291
32 2025-09-30  40.918657   16.692435   63.864243
33 2025-10-31  41.104188   18.256431   63.702705
34 2025-11-30  41.283735   17.668443   64.993713
14:03:00 - cmdstanpy - INFO - Chain [1] start processing
14:03:00 - cmdstanpy - INFO - Chain [1] done processing
14:03:00 - cmdstanpy - INFO - Chain [1] start processing
14:03:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 164:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.504346   15.939304   52.894967
31 2025-08-31  34.351163   15.451886   53.637534
32 2025-09-30  34.202921   15.354229   52.584058
33 2025-10-31  34.049738   16.201596   52.648460
34 2025-11-30  33.901496   15.713603   52.514785
Forecast for Europe and Product 165:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.529713    9.292524   46.267078
31 2025-08-31  26.567857    6.860979   46.002671
32 2025-09-30  25.637028    5.533642   44.529278
33 2025-10-31  24.675172    5.107460   44.716095
34 2025-11-30  23.744344    4.259851   41.972021
14:03:00 - cmdstanpy - INFO - Chain [1] start processing
14:03:00 - cmdstanpy - INFO - Chain [1] done processing
14:03:00 - cmdstanpy - INFO - Chain [1] start processing
14:03:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 166:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.965756   21.430212   48.098749
31 2025-08-31  34.852405   21.501182   47.465445
32 2025-09-30  34.742711   21.986787   49.519425
33 2025-10-31  34.629360   20.734584   47.830875
34 2025-11-30  34.519665   20.407644   48.740052
Forecast for Europe and Product 167:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.310804   24.186657   58.254752
31 2025-08-31  40.030911   22.778624   57.107744
32 2025-09-30  39.760047   21.693743   58.019510
33 2025-10-31  39.480155   21.896032   59.038094
34 2025-11-30  39.209291   20.971232   57.451637
14:03:00 - cmdstanpy - INFO - Chain [1] start processing
14:03:00 - cmdstanpy - INFO - Chain [1] done processing
14:03:00 - cmdstanpy - INFO - Chain [1] start processing
14:03:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 168:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.301478   38.604544   77.080974
31 2025-08-31  58.038245   37.310520   78.882949
32 2025-09-30  58.751246   40.110721   79.423516
33 2025-10-31  59.488013   39.163224   78.797986
34 2025-11-30  60.201014   39.676296   80.930686
Forecast for Europe and Product 169:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.530577    0.642521   44.048671
31 2025-08-31  20.389554   -1.839676   42.324050
32 2025-09-30  19.285339   -2.470377   41.360746
33 2025-10-31  18.144316   -4.374042   40.190426
34 2025-11-30  17.040101   -5.717448   39.938554
14:03:01 - cmdstanpy - INFO - Chain [1] start processing
14:03:01 - cmdstanpy - INFO - Chain [1] done processing
14:03:01 - cmdstanpy - INFO - Chain [1] start processing
14:03:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 170:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.101479   34.700544   68.835805
31 2025-08-31  52.832135   35.625652   70.032071
32 2025-09-30  53.539222   36.227178   70.440795
33 2025-10-31  54.269878   38.080385   72.549106
34 2025-11-30  54.976965   39.665870   71.851853
Forecast for Europe and Product 171:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.491474   10.994261   43.364651
31 2025-08-31  25.719697   10.201937   41.848984
32 2025-09-30  24.972815    9.541773   40.537964
33 2025-10-31  24.201037    8.089676   40.515719
34 2025-11-30  23.454155    7.490667   39.283622
14:03:01 - cmdstanpy - INFO - Chain [1] start processing
14:03:01 - cmdstanpy - INFO - Chain [1] done processing
14:03:01 - cmdstanpy - INFO - Chain [1] start processing
14:03:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 172:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.392458   25.307367   54.550647
31 2025-08-31  40.410890   25.931562   55.889866
32 2025-09-30  40.428727   24.651593   54.941795
33 2025-10-31  40.447159   25.955990   54.999021
34 2025-11-30  40.464997   24.663796   55.846736
Forecast for Europe and Product 173:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.403246   22.670502   68.831131
31 2025-08-31  45.462551   22.444643   67.609284
32 2025-09-30  45.519943   23.740260   68.623914
33 2025-10-31  45.579247   22.949865   69.721629
34 2025-11-30  45.636639   21.942776   66.066646
14:03:01 - cmdstanpy - INFO - Chain [1] start processing
14:03:01 - cmdstanpy - INFO - Chain [1] done processing
14:03:01 - cmdstanpy - INFO - Chain [1] start processing
14:03:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 174:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.110663   29.086234   58.605663
31 2025-08-31  44.466260   30.015833   58.510559
32 2025-09-30  44.810386   29.849961   58.850639
33 2025-10-31  45.165983   30.951698   59.556971
34 2025-11-30  45.510110   30.816494   60.800002
14:03:02 - cmdstanpy - INFO - Chain [1] start processing
14:03:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 175:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.681195   20.734286   57.071848
31 2025-08-31  39.610688   20.947801   57.631206
32 2025-09-30  39.542455   22.508635   57.780818
33 2025-10-31  39.471948   20.698310   58.873594
34 2025-11-30  39.403716   21.391478   58.211302
Forecast for Europe and Product 176:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.158127   22.387958   58.081925
31 2025-08-31  40.478827   22.866150   58.709144
32 2025-09-30  40.789181   23.137834   58.420401
33 2025-10-31  41.109881   24.972767   57.686315
34 2025-11-30  41.420235   23.863565   57.709585
14:03:02 - cmdstanpy - INFO - Chain [1] start processing
14:03:02 - cmdstanpy - INFO - Chain [1] done processing
14:03:02 - cmdstanpy - INFO - Chain [1] start processing
14:03:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 177:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.668930    3.614686   47.933067
31 2025-08-31  25.907043    4.136171   48.085519
32 2025-09-30  25.169733    3.141186   47.573531
33 2025-10-31  24.407847    3.479004   44.342098
34 2025-11-30  23.670537    1.207277   46.380666
14:03:02 - cmdstanpy - INFO - Chain [1] start processing
14:03:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 178:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.097235   25.869309   65.000598
31 2025-08-31  47.610039   28.638247   66.048808
32 2025-09-30  48.106302   28.485622   67.205174
33 2025-10-31  48.619106   28.604390   68.171204
34 2025-11-30  49.115368   29.810232   69.182768
Forecast for Europe and Product 179:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.234272    3.326576   41.772931
31 2025-08-31  21.402228    2.431276   39.486527
32 2025-09-30  20.597024    2.826494   37.727646
33 2025-10-31  19.764980    1.501027   37.458033
34 2025-11-30  18.959776   -0.101939   36.090250
14:03:02 - cmdstanpy - INFO - Chain [1] start processing
14:03:02 - cmdstanpy - INFO - Chain [1] done processing
14:03:03 - cmdstanpy - INFO - Chain [1] start processing
14:03:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 180:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.888647   31.885643   68.844558
31 2025-08-31  50.057685   32.016005   68.735823
32 2025-09-30  50.221271   32.470127   67.908815
33 2025-10-31  50.390309   32.707987   68.494710
34 2025-11-30  50.553894   32.002242   68.579586
Forecast for Europe and Product 181:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.260773   35.406022   73.482473
31 2025-08-31  54.780912   36.071143   74.913487
32 2025-09-30  55.284271   35.008196   74.368887
33 2025-10-31  55.804409   35.774045   75.669754
34 2025-11-30  56.307769   36.440325   76.152238
14:03:03 - cmdstanpy - INFO - Chain [1] start processing
14:03:03 - cmdstanpy - INFO - Chain [1] done processing
14:03:03 - cmdstanpy - INFO - Chain [1] start processing
14:03:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 182:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.951710   16.861963   48.148276
31 2025-08-31  32.555732   17.836140   48.070023
32 2025-09-30  32.172527   16.552552   47.399909
33 2025-10-31  31.776549   16.325184   47.693279
34 2025-11-30  31.393345   16.745010   47.274361
Forecast for Europe and Product 183:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.403912   18.363924   48.731035
31 2025-08-31  32.905756   15.409199   49.755533
32 2025-09-30  32.423669   15.870286   49.593629
33 2025-10-31  31.925513   15.255659   46.823095
34 2025-11-30  31.443427   14.464301   47.247969
14:03:03 - cmdstanpy - INFO - Chain [1] start processing
14:03:03 - cmdstanpy - INFO - Chain [1] done processing
14:03:03 - cmdstanpy - INFO - Chain [1] start processing
14:03:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 184:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.553621   14.147068   52.378325
31 2025-08-31  32.121901   12.901316   52.508105
32 2025-09-30  31.704107   11.564946   51.739768
33 2025-10-31  31.272387   11.581437   51.600440
34 2025-11-30  30.854593   10.038997   51.215369
Forecast for Europe and Product 185:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.949818   40.228579   83.724875
31 2025-08-31  61.737870   40.207452   83.160737
32 2025-09-30  62.500501   40.808485   85.228209
33 2025-10-31  63.288553   41.877097   84.308275
34 2025-11-30  64.051184   42.158903   85.013617
14:03:03 - cmdstanpy - INFO - Chain [1] start processing
14:03:04 - cmdstanpy - INFO - Chain [1] done processing
14:03:04 - cmdstanpy - INFO - Chain [1] start processing
14:03:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 186:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.853294   11.724986   51.198102
31 2025-08-31  31.109398   11.881231   50.696646
32 2025-09-30  30.389498   10.569187   50.323027
33 2025-10-31  29.645602   10.603529   48.780972
34 2025-11-30  28.925702    9.676659   48.157045
Forecast for Europe and Product 187:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.020739    3.171505   39.973561
31 2025-08-31  22.126951    4.013344   41.559158
32 2025-09-30  21.261996    1.848669   39.406048
33 2025-10-31  20.368208    0.292213   40.616080
34 2025-11-30  19.503252    1.618398   39.338119
14:03:04 - cmdstanpy - INFO - Chain [1] start processing
14:03:04 - cmdstanpy - INFO - Chain [1] done processing
14:03:04 - cmdstanpy - INFO - Chain [1] start processing
14:03:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 188:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.106519   27.703606   59.453703
31 2025-08-31  43.221039   26.078052   59.339892
32 2025-09-30  43.331865   26.789001   60.168513
33 2025-10-31  43.446385   26.304888   61.585303
34 2025-11-30  43.557211   26.853386   60.887156
Forecast for Europe and Product 189:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.935774    3.844457   41.453325
31 2025-08-31  22.006107    3.805096   40.474530
32 2025-09-30  21.106429    2.880282   40.874410
33 2025-10-31  20.176762    1.806942   39.929099
34 2025-11-30  19.277084    1.090572   38.143099
14:03:04 - cmdstanpy - INFO - Chain [1] start processing
14:03:04 - cmdstanpy - INFO - Chain [1] done processing
14:03:04 - cmdstanpy - INFO - Chain [1] start processing
14:03:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 190:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.653982   17.537528   51.630503
31 2025-08-31  34.337245   17.953153   53.221822
32 2025-09-30  34.030725   16.964343   50.122416
33 2025-10-31  33.713987   16.635292   52.863041
34 2025-11-30  33.407467   15.728028   50.879268
Forecast for Europe and Product 191:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.580724   31.238091   71.611085
31 2025-08-31  50.972942   31.530798   72.087633
32 2025-09-30  51.352508   31.865615   71.705830
33 2025-10-31  51.744726   30.526973   71.818343
34 2025-11-30  52.124292   31.004881   71.154943
14:03:04 - cmdstanpy - INFO - Chain [1] start processing
14:03:05 - cmdstanpy - INFO - Chain [1] done processing
14:03:05 - cmdstanpy - INFO - Chain [1] start processing
14:03:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 192:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.612512   33.638448   66.519647
31 2025-08-31  50.179180   33.467676   65.190666
32 2025-09-30  50.727568   34.115354   67.483737
33 2025-10-31  51.294236   35.425995   68.805555
34 2025-11-30  51.842624   35.743889   68.464875
Forecast for Europe and Product 193:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.072773   19.004096   63.298964
31 2025-08-31  41.337219   19.737207   62.236301
32 2025-09-30  41.593134   19.830534   63.567450
33 2025-10-31  41.857580   20.966119   63.658056
34 2025-11-30  42.113495   22.203982   63.914902
14:03:05 - cmdstanpy - INFO - Chain [1] start processing
14:03:05 - cmdstanpy - INFO - Chain [1] done processing
14:03:05 - cmdstanpy - INFO - Chain [1] start processing
14:03:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 194:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  63.742886   40.645325   87.221925
31 2025-08-31  65.064082   43.573621   88.529335
32 2025-09-30  66.342658   44.110769   89.794298
33 2025-10-31  67.663853   43.821675   88.107403
34 2025-11-30  68.942429   47.254461   90.728215
Forecast for Europe and Product 195:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.783677   18.639628   59.824559
31 2025-08-31  39.895786   17.909975   59.683385
32 2025-09-30  40.004279   19.390122   60.706079
33 2025-10-31  40.116388   20.562811   60.248907
34 2025-11-30  40.224880   19.508963   62.162329
14:03:05 - cmdstanpy - INFO - Chain [1] start processing
14:03:05 - cmdstanpy - INFO - Chain [1] done processing
14:03:05 - cmdstanpy - INFO - Chain [1] start processing
14:03:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 196:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.269827   29.027247   59.743491
31 2025-08-31  44.419568   29.781431   59.282737
32 2025-09-30  44.564479   29.612908   59.300397
33 2025-10-31  44.714221   28.776405   59.119568
34 2025-11-30  44.859132   29.873801   60.928147
14:03:06 - cmdstanpy - INFO - Chain [1] start processing
14:03:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 197:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.597939   20.113629   57.816385
31 2025-08-31  38.557637   18.663720   57.970411
32 2025-09-30  38.518635   19.074184   58.786500
33 2025-10-31  38.478333   19.085853   57.848185
34 2025-11-30  38.439331   18.510009   59.783984
Forecast for Europe and Product 198:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.060925   37.177862   71.580291
31 2025-08-31  54.566253   37.670229   71.301232
32 2025-09-30  55.055281   38.572216   72.024065
33 2025-10-31  55.560609   39.489240   73.319385
34 2025-11-30  56.049637   39.963900   72.739715
14:03:06 - cmdstanpy - INFO - Chain [1] start processing
14:03:06 - cmdstanpy - INFO - Chain [1] done processing
14:03:06 - cmdstanpy - INFO - Chain [1] start processing
14:03:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 199:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.070436   17.273337   53.467432
31 2025-08-31  35.018257   16.938791   53.074733
32 2025-09-30  34.967761   17.358322   52.488993
33 2025-10-31  34.915581   17.529776   52.048419
34 2025-11-30  34.865085   17.962359   53.268511
Forecast for Europe and Product 200:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.071071   22.779241   60.783112
31 2025-08-31  42.183850   24.105921   60.973158
32 2025-09-30  42.292992   24.034168   60.863737
33 2025-10-31  42.405772   23.294288   62.432512
34 2025-11-30  42.514914   24.401219   60.797277
14:03:06 - cmdstanpy - INFO - Chain [1] start processing
14:03:06 - cmdstanpy - INFO - Chain [1] done processing
14:03:06 - cmdstanpy - INFO - Chain [1] start processing
14:03:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 201:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.002740   22.113281   49.543676
31 2025-08-31  36.008047   21.548316   50.974466
32 2025-09-30  36.013183   22.023253   49.842729
33 2025-10-31  36.018491   23.178400   51.071621
34 2025-11-30  36.023627   21.414414   49.652485
Forecast for Europe and Product 202:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.633610   23.331520   60.573185
31 2025-08-31  40.387967   22.571924   58.211434
32 2025-09-30  40.150248   22.900596   58.047571
33 2025-10-31  39.904605   21.194294   58.390158
34 2025-11-30  39.666886   21.214807   56.830698
14:03:06 - cmdstanpy - INFO - Chain [1] start processing
14:03:06 - cmdstanpy - INFO - Chain [1] done processing
14:03:07 - cmdstanpy - INFO - Chain [1] start processing
14:03:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 203:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.193757   -0.713005   43.926737
31 2025-08-31  19.948059   -3.739938   42.067629
32 2025-09-30  18.742545   -4.132259   41.072161
33 2025-10-31  17.496847   -4.843189   38.392352
34 2025-11-30  16.291333   -6.716313   39.064538
Forecast for Europe and Product 204:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.862186   23.819747   60.205960
31 2025-08-31  42.019420   25.234940   58.785513
32 2025-09-30  42.171582   24.115209   59.335440
33 2025-10-31  42.328816   25.425364   59.600801
34 2025-11-30  42.480978   26.822255   61.007509
14:03:07 - cmdstanpy - INFO - Chain [1] start processing
14:03:07 - cmdstanpy - INFO - Chain [1] done processing
14:03:07 - cmdstanpy - INFO - Chain [1] start processing
14:03:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 205:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.652448    6.047952   37.967243
31 2025-08-31  20.905456    3.734957   36.700276
32 2025-09-30  20.182560    4.861999   37.456875
33 2025-10-31  19.435568    4.046129   35.363332
34 2025-11-30  18.712672    2.220007   34.832096
Forecast for Europe and Product 206:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.399460   37.741872   78.574657
31 2025-08-31  59.271632   38.172896   79.194254
32 2025-09-30  60.115670   40.900510   80.403248
33 2025-10-31  60.987843   39.981207   79.898458
34 2025-11-30  61.831881   42.599444   82.332653
14:03:07 - cmdstanpy - INFO - Chain [1] start processing
14:03:07 - cmdstanpy - INFO - Chain [1] done processing
14:03:07 - cmdstanpy - INFO - Chain [1] start processing
14:03:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 207:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.932170   24.146438   77.271321
31 2025-08-31  50.313798   23.915522   75.575067
32 2025-09-30  50.683115   25.515611   76.896104
33 2025-10-31  51.064742   24.234112   76.991966
34 2025-11-30  51.434059   24.358473   77.184575
Forecast for Europe and Product 208:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.332601   14.056213   51.322591
31 2025-08-31  33.122234   13.981147   52.561463
32 2025-09-30  32.918653   14.450749   52.394379
33 2025-10-31  32.708286   13.906671   52.334099
34 2025-11-30  32.504705   12.070954   50.435228
14:03:07 - cmdstanpy - INFO - Chain [1] start processing
14:03:08 - cmdstanpy - INFO - Chain [1] done processing
14:03:08 - cmdstanpy - INFO - Chain [1] start processing
14:03:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 209:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.852959   10.086447   47.712546
31 2025-08-31  29.677447   11.486231   50.362231
32 2025-09-30  29.507598   11.064734   47.825968
33 2025-10-31  29.332086   11.105112   47.606748
34 2025-11-30  29.162236   10.835247   48.687151
Forecast for Europe and Product 210:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.110768   32.110829   75.504543
31 2025-08-31  55.669091   34.777317   77.462190
32 2025-09-30  56.209403   35.017706   77.612892
33 2025-10-31  56.767725   35.012455   77.901450
34 2025-11-30  57.308037   37.696591   80.746619
14:03:08 - cmdstanpy - INFO - Chain [1] start processing
14:03:08 - cmdstanpy - INFO - Chain [1] done processing
14:03:08 - cmdstanpy - INFO - Chain [1] start processing
14:03:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 211:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.846426   30.757160   64.648875
31 2025-08-31  48.196714   31.122226   64.878099
32 2025-09-30  48.535702   31.385268   67.502901
33 2025-10-31  48.885990   32.631490   65.912853
34 2025-11-30  49.224979   31.698925   67.281014
Forecast for Europe and Product 212:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.705303   17.992838   57.393461
31 2025-08-31  37.442677   16.976147   58.417997
32 2025-09-30  37.188524   16.546149   57.928322
33 2025-10-31  36.925899   17.503437   57.646949
34 2025-11-30  36.671746   16.788656   56.931719
14:03:08 - cmdstanpy - INFO - Chain [1] start processing
14:03:08 - cmdstanpy - INFO - Chain [1] done processing
14:03:08 - cmdstanpy - INFO - Chain [1] start processing
14:03:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 213:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.310423   26.347703   61.943138
31 2025-08-31  44.453647   28.175259   61.122991
32 2025-09-30  44.592250   28.331412   61.842136
33 2025-10-31  44.735473   27.120817   61.908402
34 2025-11-30  44.874076   27.564395   61.799948
Forecast for Europe and Product 214:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.095921   17.861863   58.068897
31 2025-08-31  38.205037   18.437412   58.571883
32 2025-09-30  38.310634   18.761207   58.563317
33 2025-10-31  38.419751   18.923506   57.294028
34 2025-11-30  38.525347   17.989341   59.072311
14:03:09 - cmdstanpy - INFO - Chain [1] start processing
14:03:09 - cmdstanpy - INFO - Chain [1] done processing
14:03:09 - cmdstanpy - INFO - Chain [1] start processing
14:03:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 215:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.741208   21.009571   64.874993
31 2025-08-31  42.735525   22.286644   62.895308
32 2025-09-30  42.730025   20.313826   65.464275
33 2025-10-31  42.724342   21.606114   64.318468
34 2025-11-30  42.718842   20.769622   63.028199
Forecast for Europe and Product 216:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.399467   32.691992   63.685755
31 2025-08-31  48.847313   32.507221   65.039645
32 2025-09-30  49.280713   32.360648   65.765938
33 2025-10-31  49.728560   33.268600   65.212266
34 2025-11-30  50.161960   33.928461   65.299649
14:03:09 - cmdstanpy - INFO - Chain [1] start processing
14:03:09 - cmdstanpy - INFO - Chain [1] done processing
14:03:09 - cmdstanpy - INFO - Chain [1] start processing
14:03:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 217:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.307935    1.401806   40.184749
31 2025-08-31  19.945337   -0.502154   39.012167
32 2025-09-30  18.626694   -1.474583   38.305035
33 2025-10-31  17.264096   -2.870249   38.145685
34 2025-11-30  15.945453   -3.611803   33.153614
Forecast for Europe and Product 218:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.661961   27.012160   73.742368
31 2025-08-31  51.042521   26.464015   74.407665
32 2025-09-30  51.410804   28.253172   75.119514
33 2025-10-31  51.791363   28.285491   75.306159
34 2025-11-30  52.159646   28.219091   75.202352
14:03:09 - cmdstanpy - INFO - Chain [1] start processing
14:03:09 - cmdstanpy - INFO - Chain [1] done processing
14:03:09 - cmdstanpy - INFO - Chain [1] start processing
14:03:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 219:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.832720   20.159771   51.321217
31 2025-08-31  35.492986   20.871949   50.812399
32 2025-09-30  35.164212   20.041530   49.980075
33 2025-10-31  34.824478   18.509766   49.500273
34 2025-11-30  34.495703   20.213163   48.980071
Forecast for Europe and Product 220:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.109886   28.771333   70.201196
31 2025-08-31  50.492007   28.761872   72.326179
32 2025-09-30  50.861802   28.176367   72.796408
33 2025-10-31  51.243923   29.468619   72.612408
34 2025-11-30  51.613718   31.783788   73.044554
14:03:10 - cmdstanpy - INFO - Chain [1] start processing
14:03:10 - cmdstanpy - INFO - Chain [1] done processing
14:03:10 - cmdstanpy - INFO - Chain [1] start processing
14:03:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 221:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.814948   31.957804   73.629158
31 2025-08-31  54.527198   35.372898   75.459665
32 2025-09-30  55.216473   35.202566   75.044944
33 2025-10-31  55.928723   37.791516   76.313896
34 2025-11-30  56.617997   37.837862   76.790907
Forecast for Europe and Product 222:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.724415   20.862129   67.177986
31 2025-08-31  43.904231   20.256043   68.390196
32 2025-09-30  44.078245   20.252439   68.062149
33 2025-10-31  44.258060   20.776599   67.504942
34 2025-11-30  44.432075   22.543408   69.076686
14:03:10 - cmdstanpy - INFO - Chain [1] start processing
14:03:10 - cmdstanpy - INFO - Chain [1] done processing
14:03:10 - cmdstanpy - INFO - Chain [1] start processing
14:03:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 223:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.135141   15.726803   49.218390
31 2025-08-31  31.831630   13.636922   48.200111
32 2025-09-30  31.537909   16.504672   49.736229
33 2025-10-31  31.234397   14.392541   49.043115
34 2025-11-30  30.940677   13.942860   47.232839
Forecast for Europe and Product 224:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.955591   32.586801   59.956741
31 2025-08-31  46.150031   33.408168   59.585037
32 2025-09-30  46.338199   33.342845   60.579221
33 2025-10-31  46.532640   32.175724   60.919474
34 2025-11-30  46.720807   33.851828   60.631114
14:03:10 - cmdstanpy - INFO - Chain [1] start processing
14:03:10 - cmdstanpy - INFO - Chain [1] done processing
14:03:10 - cmdstanpy - INFO - Chain [1] start processing
14:03:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 225:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.992238   16.299805   42.752309
31 2025-08-31  29.875465   16.723291   43.132607
32 2025-09-30  29.762458   16.875529   42.066208
33 2025-10-31  29.645685   16.405654   42.544882
34 2025-11-30  29.532679   17.239901   42.234079
Forecast for Europe and Product 226:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.263831   24.424208   48.121832
31 2025-08-31  36.031103   24.407314   49.143385
32 2025-09-30  35.805883   23.283360   48.381261
33 2025-10-31  35.573155   22.248095   47.432064
34 2025-11-30  35.347935   23.447693   46.968058
14:03:11 - cmdstanpy - INFO - Chain [1] start processing
14:03:11 - cmdstanpy - INFO - Chain [1] done processing
14:03:11 - cmdstanpy - INFO - Chain [1] start processing
14:03:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 227:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.283568   19.393965   53.118801
31 2025-08-31  37.399170   19.069210   54.124982
32 2025-09-30  37.511043   19.774080   55.394487
33 2025-10-31  37.626645   19.554936   55.819471
34 2025-11-30  37.738519   20.390126   55.792901
Forecast for Europe and Product 228:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.161799   19.001102   55.036490
31 2025-08-31  38.073832   19.671788   56.073058
32 2025-09-30  37.988702   19.911207   56.090478
33 2025-10-31  37.900735   20.265172   55.798947
34 2025-11-30  37.815605   20.848625   54.569375
14:03:11 - cmdstanpy - INFO - Chain [1] start processing
14:03:11 - cmdstanpy - INFO - Chain [1] done processing
14:03:11 - cmdstanpy - INFO - Chain [1] start processing
14:03:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 229:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.796122   23.076906   70.142386
31 2025-08-31  46.930221   22.391058   69.963561
32 2025-09-30  47.059995   22.362301   70.458579
33 2025-10-31  47.194094   24.822635   72.229364
34 2025-11-30  47.323867   24.332403   71.588626
Forecast for Europe and Product 230:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.055133    5.771030   55.146968
31 2025-08-31  30.414104    7.749480   55.700041
32 2025-09-30  29.793754    3.479781   55.116609
33 2025-10-31  29.152725    2.884418   53.072262
34 2025-11-30  28.532374    5.920633   52.741421
14:03:11 - cmdstanpy - INFO - Chain [1] start processing
14:03:11 - cmdstanpy - INFO - Chain [1] done processing
14:03:11 - cmdstanpy - INFO - Chain [1] start processing
14:03:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 231:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.319764   14.953702   48.874874
31 2025-08-31  31.943863   15.043129   48.750747
32 2025-09-30  31.580089   13.139786   48.351756
33 2025-10-31  31.204188   14.355821   48.162000
34 2025-11-30  30.840413   13.171478   47.901605
Forecast for Europe and Product 232:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.910276   13.145586   43.860232
31 2025-08-31  28.395474   12.765529   43.431422
32 2025-09-30  27.897279   13.328665   42.468914
33 2025-10-31  27.382477   12.209102   42.734903
34 2025-11-30  26.884281   12.503345   40.707175
14:03:12 - cmdstanpy - INFO - Chain [1] start processing
14:03:12 - cmdstanpy - INFO - Chain [1] done processing
14:03:12 - cmdstanpy - INFO - Chain [1] start processing
14:03:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 233:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.422129    7.518865   49.916028
31 2025-08-31  28.566382    8.593355   47.790222
32 2025-09-30  27.738240    5.559601   46.507100
33 2025-10-31  26.882494    7.738177   47.152461
34 2025-11-30  26.054352    5.836405   45.612619
Forecast for Europe and Product 234:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.123511   13.323617   42.193039
31 2025-08-31  27.488837   12.611806   43.599496
32 2025-09-30  26.874637   12.398341   42.459276
33 2025-10-31  26.239964   11.205813   40.359581
34 2025-11-30  25.625763    9.402856   42.029882
14:03:12 - cmdstanpy - INFO - Chain [1] start processing
14:03:12 - cmdstanpy - INFO - Chain [1] done processing
14:03:12 - cmdstanpy - INFO - Chain [1] start processing
14:03:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 235:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.178555   12.446992   44.480519
31 2025-08-31  28.782488   11.406185   46.263660
32 2025-09-30  28.399196   10.791421   44.633281
33 2025-10-31  28.003128   10.275418   43.146956
34 2025-11-30  27.619837   10.833885   46.230999
Forecast for Europe and Product 236:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.354402   16.958104   47.893049
31 2025-08-31  31.658169   16.568435   46.837703
32 2025-09-30  30.984395   16.061671   46.648715
33 2025-10-31  30.288162   15.587284   46.664264
34 2025-11-30  29.614389   14.861777   45.350883
14:03:12 - cmdstanpy - INFO - Chain [1] start processing
14:03:12 - cmdstanpy - INFO - Chain [1] done processing
14:03:12 - cmdstanpy - INFO - Chain [1] start processing
14:03:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 237:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.668608   12.473827   70.076008
31 2025-08-31  41.469390   14.174089   70.950673
32 2025-09-30  41.276598   11.525816   70.757561
33 2025-10-31  41.077380   12.209303   69.775599
34 2025-11-30  40.884589    9.523717   71.024046
Forecast for Europe and Product 238:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.229447   13.444542   57.448951
31 2025-08-31  37.043901   14.857427   57.799045
32 2025-09-30  36.864341   16.114817   59.608869
33 2025-10-31  36.678795   13.576552   57.034392
34 2025-11-30  36.499234   13.631671   56.879121
14:03:13 - cmdstanpy - INFO - Chain [1] start processing
14:03:13 - cmdstanpy - INFO - Chain [1] done processing
14:03:13 - cmdstanpy - INFO - Chain [1] start processing
14:03:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 239:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.577544   17.737501   60.320733
31 2025-08-31  38.475583   16.677753   61.127842
32 2025-09-30  38.376911   16.558866   59.520172
33 2025-10-31  38.274950   15.047693   59.435512
34 2025-11-30  38.176278   16.372331   61.089175
Forecast for Europe and Product 240:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.450272   15.201873   50.161121
31 2025-08-31  33.198112   16.719791   50.792852
32 2025-09-30  32.954086   15.419534   48.834767
33 2025-10-31  32.701926   15.674198   50.149806
34 2025-11-30  32.457900   15.417047   49.899091
14:03:13 - cmdstanpy - INFO - Chain [1] start processing
14:03:13 - cmdstanpy - INFO - Chain [1] done processing
14:03:13 - cmdstanpy - INFO - Chain [1] start processing
14:03:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 241:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.397686   25.799723   67.993055
31 2025-08-31  45.850232   25.048313   66.450988
32 2025-09-30  46.288179   24.547410   66.317864
33 2025-10-31  46.740725   24.875181   68.093136
34 2025-11-30  47.178673   25.443078   66.287188
Forecast for Europe and Product 242:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.759569    8.192114   42.687507
31 2025-08-31  25.112995    8.859514   41.740493
32 2025-09-30  24.487278    7.134560   41.390292
33 2025-10-31  23.840704    6.973833   42.505447
34 2025-11-30  23.214987    6.814574   40.032943
14:03:13 - cmdstanpy - INFO - Chain [1] start processing
14:03:13 - cmdstanpy - INFO - Chain [1] done processing
14:03:13 - cmdstanpy - INFO - Chain [1] start processing
14:03:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 243:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.723288    1.374232   39.818252
31 2025-08-31  19.821335    0.607430   40.654040
32 2025-09-30  18.948477   -0.735202   39.332489
33 2025-10-31  18.046524   -2.976337   40.189057
34 2025-11-30  17.173667   -2.363028   37.684317
Forecast for Europe and Product 244:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.210113   37.212945   74.009935
31 2025-08-31  55.853717   38.017321   73.183698
32 2025-09-30  56.476559   37.354898   73.529991
33 2025-10-31  57.120163   38.980703   74.513366
34 2025-11-30  57.743005   38.763173   76.116690
14:03:14 - cmdstanpy - INFO - Chain [1] start processing
14:03:14 - cmdstanpy - INFO - Chain [1] done processing
14:03:14 - cmdstanpy - INFO - Chain [1] start processing
14:03:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 245:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.879248   19.795121   69.970912
31 2025-08-31  46.090243   20.713633   71.425386
32 2025-09-30  46.294432   23.927578   71.394753
33 2025-10-31  46.505428   22.689443   70.815586
34 2025-11-30  46.709617   21.251162   71.767157
Forecast for Europe and Product 246:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.785328   23.724392   52.641894
31 2025-08-31  37.661015   23.504659   52.054145
32 2025-09-30  37.540713   22.702745   51.343889
33 2025-10-31  37.416400   23.114556   51.171789
34 2025-11-30  37.296098   23.042462   50.660733
14:03:14 - cmdstanpy - INFO - Chain [1] start processing
14:03:14 - cmdstanpy - INFO - Chain [1] done processing
14:03:14 - cmdstanpy - INFO - Chain [1] start processing
14:03:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 247:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.758886   15.140340   50.524486
31 2025-08-31  32.146185   15.084267   49.211626
32 2025-09-30  31.553250   14.016622   49.380790
33 2025-10-31  30.940550   12.256263   48.317200
34 2025-11-30  30.347614   13.227169   46.739690
Forecast for Europe and Product 248:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.967844   33.010228   71.114432
31 2025-08-31  52.591671   32.527815   72.075727
32 2025-09-30  53.195374   33.496964   71.074195
33 2025-10-31  53.819201   35.778476   73.173426
34 2025-11-30  54.422905   35.473649   73.573381
14:03:14 - cmdstanpy - INFO - Chain [1] start processing
14:03:14 - cmdstanpy - INFO - Chain [1] done processing
14:03:15 - cmdstanpy - INFO - Chain [1] start processing
14:03:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 249:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  52.168190   33.065186   70.593786
30 2025-08-31  52.764980   33.226791   73.869200
31 2025-09-30  53.342518   35.268686   73.064614
32 2025-10-31  53.939309   34.942652   73.095917
33 2025-11-30  54.516847   35.422912   73.009514
Forecast for Europe and Product 250:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.203112   17.580519   48.931554
31 2025-08-31  33.023310   17.254614   48.104684
32 2025-09-30  32.849309   16.732708   49.875003
33 2025-10-31  32.669508   17.791007   49.531211
34 2025-11-30  32.495507   16.186271   47.703481
14:03:15 - cmdstanpy - INFO - Chain [1] start processing
14:03:15 - cmdstanpy - INFO - Chain [1] done processing
14:03:15 - cmdstanpy - INFO - Chain [1] start processing
14:03:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 251:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.451558   16.022569   52.486126
31 2025-08-31  34.159350   16.025097   52.634372
32 2025-09-30  33.876568   16.453932   52.341988
33 2025-10-31  33.584359   16.169735   51.186904
34 2025-11-30  33.301577   14.287381   51.448669
Forecast for Europe and Product 252:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.628353   25.384340   59.006284
31 2025-08-31  41.723380   25.364125   58.291181
32 2025-09-30  41.815341   24.686699   58.314891
33 2025-10-31  41.910368   23.893638   59.363108
34 2025-11-30  42.002329   24.937028   59.747093
14:03:15 - cmdstanpy - INFO - Chain [1] start processing
14:03:15 - cmdstanpy - INFO - Chain [1] done processing
14:03:15 - cmdstanpy - INFO - Chain [1] start processing
14:03:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 253:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.792882   23.348787   66.117053
31 2025-08-31  45.917058   24.954905   67.678131
32 2025-09-30  46.037229   24.341963   67.667805
33 2025-10-31  46.161406   26.248777   67.823734
34 2025-11-30  46.281577   24.606120   67.449190
Forecast for Europe and Product 254:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.567953    4.641146   43.335137
31 2025-08-31  22.763392    2.082109   41.904546
32 2025-09-30  21.984784    2.528096   42.186702
33 2025-10-31  21.180223    0.884248   41.350674
34 2025-11-30  20.401616   -1.154935   39.096335
14:03:15 - cmdstanpy - INFO - Chain [1] start processing
14:03:15 - cmdstanpy - INFO - Chain [1] done processing
14:03:16 - cmdstanpy - INFO - Chain [1] start processing
14:03:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 255:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.076223   24.616222   63.780240
31 2025-08-31  45.530693   26.043761   65.231156
32 2025-09-30  45.970504   26.650777   65.880217
33 2025-10-31  46.424974   25.801483   65.668890
34 2025-11-30  46.864784   27.329038   66.284161
Forecast for Europe and Product 256:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.944496   17.562802   67.531059
31 2025-08-31  43.026332   19.905495   67.509792
32 2025-09-30  43.105528   19.951812   66.101102
33 2025-10-31  43.187364   17.761356   66.666903
34 2025-11-30  43.266560   17.258008   64.368831
14:03:16 - cmdstanpy - INFO - Chain [1] start processing
14:03:16 - cmdstanpy - INFO - Chain [1] done processing
14:03:16 - cmdstanpy - INFO - Chain [1] start processing
14:03:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 257:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.623530   16.237961   52.227430
31 2025-08-31  33.348160   16.092730   50.983045
32 2025-09-30  33.081674   13.882761   51.290742
33 2025-10-31  32.806304   14.907911   50.318269
34 2025-11-30  32.539818   15.493788   50.588811
Forecast for Europe and Product 258:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.330786   39.309834   73.169243
31 2025-08-31  57.193272   40.172919   72.893814
32 2025-09-30  58.027935   43.169919   74.879657
33 2025-10-31  58.890421   41.750383   74.219596
34 2025-11-30  59.725085   42.478774   76.806367
14:03:16 - cmdstanpy - INFO - Chain [1] start processing
14:03:16 - cmdstanpy - INFO - Chain [1] done processing
14:03:16 - cmdstanpy - INFO - Chain [1] start processing
14:03:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 259:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.198440   16.803669   56.930518
31 2025-08-31  35.934278   15.335115   56.749644
32 2025-09-30  35.678637   16.009423   57.806607
33 2025-10-31  35.414475   16.308540   55.721520
34 2025-11-30  35.158834   15.212776   54.491939
Forecast for Europe and Product 260:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.403411   33.426925   64.560347
31 2025-08-31  50.019350   35.650616   64.759276
32 2025-09-30  50.615421   35.246851   66.898729
33 2025-10-31  51.231360   35.264908   65.777542
34 2025-11-30  51.827430   36.046666   68.554251
14:03:16 - cmdstanpy - INFO - Chain [1] start processing
14:03:16 - cmdstanpy - INFO - Chain [1] done processing
14:03:17 - cmdstanpy - INFO - Chain [1] start processing
14:03:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 261:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.496989   27.319380   66.421225
31 2025-08-31  46.820314   27.288872   66.883917
32 2025-09-30  47.133210   28.463950   66.730856
33 2025-10-31  47.456535   27.275510   65.995862
34 2025-11-30  47.769430   28.974288   67.268412
Forecast for Europe and Product 262:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.738103    5.997682   56.167237
31 2025-08-31  31.189601    5.435914   55.092463
32 2025-09-30  30.658793    6.649758   54.369742
33 2025-10-31  30.110291    6.235358   53.143215
34 2025-11-30  29.579482    4.600297   52.426697
14:03:17 - cmdstanpy - INFO - Chain [1] start processing
14:03:17 - cmdstanpy - INFO - Chain [1] done processing
14:03:17 - cmdstanpy - INFO - Chain [1] start processing
14:03:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 263:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.461712    7.063943   40.766826
31 2025-08-31  22.645144    5.258044   39.675895
32 2025-09-30  21.854917    5.605988   39.320877
33 2025-10-31  21.038349    5.262498   37.348862
34 2025-11-30  20.248122    4.403168   36.990691
Forecast for Europe and Product 264:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.553863   23.007464   57.675368
31 2025-08-31  39.809853   21.966763   56.169687
32 2025-09-30  40.057586   24.426226   57.065731
33 2025-10-31  40.313576   24.037813   57.125404
34 2025-11-30  40.561308   23.155882   57.389123
14:03:17 - cmdstanpy - INFO - Chain [1] start processing
14:03:17 - cmdstanpy - INFO - Chain [1] done processing
14:03:17 - cmdstanpy - INFO - Chain [1] start processing
14:03:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 265:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  41.083434   20.523238   61.919793
30 2025-08-31  41.073416   21.229083   62.446938
31 2025-09-30  41.063721   20.909490   62.378755
32 2025-10-31  41.053703   21.043657   60.971915
33 2025-11-30  41.044008   20.329185   61.239589
Forecast for Europe and Product 266:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.807790   21.545563   59.872809
31 2025-08-31  40.829830   22.150874   59.704622
32 2025-09-30  40.851159   20.426099   58.181741
33 2025-10-31  40.873199   21.672507   58.788295
34 2025-11-30  40.894528   21.894546   60.301467
14:03:17 - cmdstanpy - INFO - Chain [1] start processing
14:03:17 - cmdstanpy - INFO - Chain [1] done processing
14:03:18 - cmdstanpy - INFO - Chain [1] start processing
14:03:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 267:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.212667   22.045048   63.229354
31 2025-08-31  43.184558   22.129740   63.711626
32 2025-09-30  43.157357   20.444166   65.506974
33 2025-10-31  43.129248   21.615590   64.081266
34 2025-11-30  43.102046   21.841584   64.806778
Forecast for Europe and Product 268:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.847025    8.182402   56.512034
31 2025-08-31  31.299121    6.570147   57.244475
32 2025-09-30  30.768891    4.718833   54.124642
33 2025-10-31  30.220987    5.607117   55.762868
34 2025-11-30  29.690757    3.221711   52.759621
14:03:18 - cmdstanpy - INFO - Chain [1] start processing
14:03:18 - cmdstanpy - INFO - Chain [1] done processing
14:03:18 - cmdstanpy - INFO - Chain [1] start processing
14:03:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 269:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.916098    3.310134   34.739227
31 2025-08-31  19.044573    3.257503   35.531513
32 2025-09-30  18.201162    2.470245   34.479023
33 2025-10-31  17.329637    1.690601   33.873336
34 2025-11-30  16.486226    0.542079   31.412505
Forecast for Europe and Product 270:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  43.153674   22.692426   61.114322
30 2025-08-31  43.167795   24.001957   62.767740
31 2025-09-30  43.181459   23.141756   62.496026
32 2025-10-31  43.195580   24.391821   62.080712
33 2025-11-30  43.209244   24.967716   61.250596
14:03:18 - cmdstanpy - INFO - Chain [1] start processing
14:03:18 - cmdstanpy - INFO - Chain [1] done processing
14:03:18 - cmdstanpy - INFO - Chain [1] start processing
14:03:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 271:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.945460   31.074949   68.125934
31 2025-08-31  49.583501   31.058091   68.234649
32 2025-09-30  50.200959   32.687782   69.486732
33 2025-10-31  50.838999   33.837968   69.775245
34 2025-11-30  51.456457   32.925868   70.465878
Forecast for Europe and Product 272:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  65.278516   41.127564   88.328642
31 2025-08-31  66.454051   43.944692   89.234057
32 2025-09-30  67.591665   44.302632   90.669275
33 2025-10-31  68.767200   48.435558   92.243211
34 2025-11-30  69.904815   46.838198   91.168402
14:03:19 - cmdstanpy - INFO - Chain [1] start processing
14:03:19 - cmdstanpy - INFO - Chain [1] done processing
14:03:19 - cmdstanpy - INFO - Chain [1] start processing
14:03:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 273:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.152842   28.180247   63.244941
31 2025-08-31  45.276297   28.330860   63.297700
32 2025-09-30  45.395769   27.330056   62.878573
33 2025-10-31  45.519223   25.890128   62.877588
34 2025-11-30  45.638696   27.660627   63.521758
Forecast for Europe and Product 274:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.306127    7.959552   52.075022
31 2025-08-31  28.523350    7.388638   49.635193
32 2025-09-30  27.765824    4.899670   50.050983
33 2025-10-31  26.983047    3.754342   48.743356
34 2025-11-30  26.225520    2.682896   47.800068
14:03:19 - cmdstanpy - INFO - Chain [1] start processing
14:03:19 - cmdstanpy - INFO - Chain [1] done processing
14:03:19 - cmdstanpy - INFO - Chain [1] start processing
14:03:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 275:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.103904   22.582135   61.465450
31 2025-08-31  42.357483   23.694496   64.212084
32 2025-09-30  42.602882   23.811908   61.466852
33 2025-10-31  42.856461   22.881021   62.427294
34 2025-11-30  43.101861   23.081569   61.805215
Forecast for Europe and Product 276:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.271374   22.984691   56.639336
31 2025-08-31  41.341852   23.248737   59.490379
32 2025-09-30  41.410057   24.763805   58.307905
33 2025-10-31  41.480535   24.849743   58.772027
34 2025-11-30  41.548740   23.060508   59.361108
14:03:19 - cmdstanpy - INFO - Chain [1] start processing
14:03:19 - cmdstanpy - INFO - Chain [1] done processing
14:03:19 - cmdstanpy - INFO - Chain [1] start processing
14:03:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 277:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.047641   20.479082   46.276480
31 2025-08-31  33.551635   20.193685   46.028714
32 2025-09-30  33.071629   21.163950   45.521962
33 2025-10-31  32.575622   20.457757   45.673047
34 2025-11-30  32.095616   19.441034   43.452878
Forecast for Europe and Product 278:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.872270    7.217978   41.189677
31 2025-08-31  24.044888    6.795860   40.032881
32 2025-09-30  23.244196    5.701294   38.862719
33 2025-10-31  22.416815    6.933746   40.229755
34 2025-11-30  21.616123    4.636661   37.263924
14:03:20 - cmdstanpy - INFO - Chain [1] start processing
14:03:20 - cmdstanpy - INFO - Chain [1] done processing
14:03:20 - cmdstanpy - INFO - Chain [1] start processing
14:03:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 279:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.361414   17.930450   66.779630
31 2025-08-31  42.386118   19.187747   68.119719
32 2025-09-30  42.410025   17.346581   67.463422
33 2025-10-31  42.434729   16.827894   65.509093
34 2025-11-30  42.458637   18.731161   66.275888
Forecast for Europe and Product 280:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.455348   15.362530   50.105935
31 2025-08-31  32.079097   14.022929   49.514298
32 2025-09-30  31.714983   15.062704   49.437126
33 2025-10-31  31.338731   13.521301   47.912400
34 2025-11-30  30.974617   14.469169   48.811909
14:03:20 - cmdstanpy - INFO - Chain [1] start processing
14:03:20 - cmdstanpy - INFO - Chain [1] done processing
14:03:20 - cmdstanpy - INFO - Chain [1] start processing
14:03:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 281:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.839405   31.809284   72.011864
31 2025-08-31  52.485721   32.796662   72.422835
32 2025-09-30  53.111188   33.641409   73.123381
33 2025-10-31  53.757504   32.397347   72.932898
34 2025-11-30  54.382972   35.453601   73.399248
Forecast for Europe and Product 282:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.632412   41.440645   80.665401
31 2025-08-31  61.447111   41.242565   81.791495
32 2025-09-30  62.235529   40.627663   81.961649
33 2025-10-31  63.050228   42.451595   82.783556
34 2025-11-30  63.838646   43.975384   85.744750
14:03:20 - cmdstanpy - INFO - Chain [1] start processing
14:03:20 - cmdstanpy - INFO - Chain [1] done processing
14:03:20 - cmdstanpy - INFO - Chain [1] start processing
14:03:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 283:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.259795   13.318693   51.022569
31 2025-08-31  31.755666   11.924911   50.160366
32 2025-09-30  31.267798   12.715196   49.515424
33 2025-10-31  30.763669   12.973377   48.312042
34 2025-11-30  30.275802   13.651497   49.508248
Forecast for Europe and Product 284:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.151771   21.735959   60.456287
31 2025-08-31  40.906972   21.218153   60.161899
32 2025-09-30  40.670070   22.104938   60.382051
33 2025-10-31  40.425271   22.846873   59.458471
34 2025-11-30  40.188369   20.847611   59.219702
14:03:21 - cmdstanpy - INFO - Chain [1] start processing
14:03:21 - cmdstanpy - INFO - Chain [1] done processing
14:03:21 - cmdstanpy - INFO - Chain [1] start processing
14:03:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 285:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.682018   15.606728   47.564967
31 2025-08-31  31.003034   15.927979   47.667468
32 2025-09-30  30.345953   14.399263   47.217895
33 2025-10-31  29.666969   12.539803   46.078088
34 2025-11-30  29.009887   13.022502   44.210665
Forecast for Europe and Product 286:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  79.176082   46.130762  111.468191
31 2025-08-31  80.935671   49.782654  112.486398
32 2025-09-30  82.638499   47.201422  115.530483
33 2025-10-31  84.398088   52.440540  117.645521
34 2025-11-30  86.100917   53.229119  119.886637
14:03:21 - cmdstanpy - INFO - Chain [1] start processing
14:03:21 - cmdstanpy - INFO - Chain [1] done processing
14:03:21 - cmdstanpy - INFO - Chain [1] start processing
14:03:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 287:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  10.968309   -5.426590   27.072573
31 2025-08-31   9.866161   -6.908160   24.751353
32 2025-09-30   8.799567   -7.095309   24.735157
33 2025-10-31   7.697419   -8.105983   24.598409
34 2025-11-30   6.630825   -9.097603   23.395562
Forecast for Europe and Product 288:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.099356   28.361862   68.019268
31 2025-08-31  48.585018   29.545981   68.512051
32 2025-09-30  49.055012   30.010650   67.194287
33 2025-10-31  49.540673   30.198530   67.867469
34 2025-11-30  50.010668   30.849817   69.811587
14:03:21 - cmdstanpy - INFO - Chain [1] start processing
14:03:21 - cmdstanpy - INFO - Chain [1] done processing
14:03:22 - cmdstanpy - INFO - Chain [1] start processing
14:03:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 289:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.623216    4.540163   56.969250
31 2025-08-31  30.865712    6.143599   55.631104
32 2025-09-30  30.132644    6.182965   54.376255
33 2025-10-31  29.375140    5.342282   54.191867
34 2025-11-30  28.642072    3.897457   55.265530
Forecast for Europe and Product 290:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.875341    5.830850   59.970621
31 2025-08-31  32.516019    6.784100   57.305526
32 2025-09-30  32.168288    5.361106   59.978816
33 2025-10-31  31.808965    6.352819   57.731915
34 2025-11-30  31.461234    5.452444   55.400995
14:03:22 - cmdstanpy - INFO - Chain [1] start processing
14:03:22 - cmdstanpy - INFO - Chain [1] done processing
14:03:22 - cmdstanpy - INFO - Chain [1] start processing
14:03:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 291:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.380470   15.340245   55.818097
31 2025-08-31  35.026443   15.400112   55.116982
32 2025-09-30  34.683836   14.432952   54.124489
33 2025-10-31  34.329809   13.152021   54.744915
34 2025-11-30  33.987202   14.174044   53.767945
Forecast for Europe and Product 292:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.602326   36.155153   62.561262
31 2025-08-31  50.231295   36.996650   63.667243
32 2025-09-30  50.839973   37.779352   64.554093
33 2025-10-31  51.468942   39.618303   65.158767
34 2025-11-30  52.077621   38.512341   64.537351
14:03:22 - cmdstanpy - INFO - Chain [1] start processing
14:03:22 - cmdstanpy - INFO - Chain [1] done processing
14:03:22 - cmdstanpy - INFO - Chain [1] start processing
14:03:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 293:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.777637   21.214285   57.607281
31 2025-08-31  39.446458   21.725076   57.470795
32 2025-09-30  39.125962   19.675207   56.972659
33 2025-10-31  38.794782   20.253002   56.957552
34 2025-11-30  38.474286   18.763688   57.645698
Forecast for Europe and Product 294:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.434413   22.870109   64.232625
31 2025-08-31  43.586258   22.906200   63.013459
32 2025-09-30  43.733205   23.646971   64.075407
33 2025-10-31  43.885050   24.604079   64.462734
34 2025-11-30  44.031997   23.385469   64.777158
14:03:22 - cmdstanpy - INFO - Chain [1] start processing
14:03:23 - cmdstanpy - INFO - Chain [1] done processing
14:03:23 - cmdstanpy - INFO - Chain [1] start processing
14:03:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 295:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.248611   11.160222   59.781783
31 2025-08-31  34.923260    9.995348   58.647112
32 2025-09-30  34.608404    7.878269   59.464190
33 2025-10-31  34.283053   11.906541   58.856391
34 2025-11-30  33.968196   10.167742   56.632876
Forecast for Europe and Product 296:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.405354   21.125324   58.229021
31 2025-08-31  40.445326   22.013338   59.550375
32 2025-09-30  40.484009   20.718212   60.143832
33 2025-10-31  40.523981   21.690671   59.438473
34 2025-11-30  40.562663   21.495080   59.688446
14:03:23 - cmdstanpy - INFO - Chain [1] start processing
14:03:23 - cmdstanpy - INFO - Chain [1] done processing
14:03:23 - cmdstanpy - INFO - Chain [1] start processing
14:03:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 297:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.647208   38.077941   76.483699
31 2025-08-31  58.616436   40.041698   77.770713
32 2025-09-30  59.554398   41.525902   79.118229
33 2025-10-31  60.523626   42.988945   77.442338
34 2025-11-30  61.461588   43.403657   78.034834
Forecast for Europe and Product 298:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.150790   16.053422   58.381562
31 2025-08-31  37.993431   14.782196   58.475287
32 2025-09-30  37.841148   17.948567   58.867792
33 2025-10-31  37.683789   16.803125   59.940352
34 2025-11-30  37.531506   16.502182   57.408141
14:03:23 - cmdstanpy - INFO - Chain [1] start processing
14:03:23 - cmdstanpy - INFO - Chain [1] done processing
14:03:23 - cmdstanpy - INFO - Chain [1] start processing
14:03:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 299:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.090735   25.332745   52.530894
31 2025-08-31  39.004719   25.162688   53.254475
32 2025-09-30  38.921478   24.866552   53.357886
33 2025-10-31  38.835462   24.534079   53.275712
34 2025-11-30  38.752220   25.193841   53.402789
Forecast for Europe and Product 300:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.340390   16.558422   65.477976
31 2025-08-31  41.249158   17.463610   66.290257
32 2025-09-30  41.160870   16.555038   66.480723
33 2025-10-31  41.069638   17.083073   66.351537
34 2025-11-30  40.981350   17.336398   63.816578
14:03:23 - cmdstanpy - INFO - Chain [1] start processing
14:03:24 - cmdstanpy - INFO - Chain [1] done processing
14:03:24 - cmdstanpy - INFO - Chain [1] start processing
14:03:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 301:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.417433   30.276291   65.697834
31 2025-08-31  47.637981   29.559435   65.977357
32 2025-09-30  47.851414   29.155822   66.403650
33 2025-10-31  48.071961   30.100061   64.942087
34 2025-11-30  48.285395   29.953955   67.747935
Forecast for Europe and Product 302:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.485579   14.745183   57.069226
31 2025-08-31  36.514806   16.029849   57.551054
32 2025-09-30  36.543090   17.266849   56.572266
33 2025-10-31  36.572316   14.886192   54.552933
34 2025-11-30  36.600600   17.136583   56.542370
14:03:24 - cmdstanpy - INFO - Chain [1] start processing
14:03:24 - cmdstanpy - INFO - Chain [1] done processing
14:03:24 - cmdstanpy - INFO - Chain [1] start processing
14:03:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 303:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.951064   18.389929   48.704525
31 2025-08-31  33.771044   18.439729   49.126072
32 2025-09-30  33.596830   18.770531   48.784869
33 2025-10-31  33.416810   18.140646   48.751237
34 2025-11-30  33.242596   18.304799   48.835779
Forecast for Europe and Product 304:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.576295   36.678044   76.861604
31 2025-08-31  55.973201   35.445930   74.986819
32 2025-09-30  56.357304   36.909527   74.471778
33 2025-10-31  56.754210   37.123024   75.504363
34 2025-11-30  57.138313   37.893423   76.816746
14:03:24 - cmdstanpy - INFO - Chain [1] start processing
14:03:24 - cmdstanpy - INFO - Chain [1] done processing
14:03:24 - cmdstanpy - INFO - Chain [1] start processing
14:03:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 305:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.334701   31.442409   69.033969
31 2025-08-31  51.160415   32.253584   69.764900
32 2025-09-30  51.959492   33.175641   70.788094
33 2025-10-31  52.785205   35.065357   72.588030
34 2025-11-30  53.584282   36.191219   72.761494
Forecast for Europe and Product 306:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.152869   24.907981   69.428106
31 2025-08-31  47.475798   25.798589   70.272223
32 2025-09-30  47.788309   25.430831   70.281857
33 2025-10-31  48.111237   24.856196   69.401267
34 2025-11-30  48.423748   27.445474   69.058766
14:03:24 - cmdstanpy - INFO - Chain [1] start processing
14:03:25 - cmdstanpy - INFO - Chain [1] done processing
14:03:25 - cmdstanpy - INFO - Chain [1] start processing
14:03:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 307:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.968455   25.709983   64.344090
31 2025-08-31  44.488074   25.632707   64.259823
32 2025-09-30  44.990932   26.558367   63.674368
33 2025-10-31  45.510551   24.926811   64.131745
34 2025-11-30  46.013408   27.561094   66.215120
Forecast for Europe and Product 308:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.431562   21.938919   67.563450
31 2025-08-31  45.431802   20.706921   71.345201
32 2025-09-30  45.432034   22.358084   69.519869
33 2025-10-31  45.432274   20.139758   71.217712
34 2025-11-30  45.432507   21.558031   68.988027
14:03:25 - cmdstanpy - INFO - Chain [1] start processing
14:03:25 - cmdstanpy - INFO - Chain [1] done processing
14:03:25 - cmdstanpy - INFO - Chain [1] start processing
14:03:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 309:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.090558   16.693457   61.781661
31 2025-08-31  39.955831   17.213617   61.672809
32 2025-09-30  39.825451   17.821950   62.003526
33 2025-10-31  39.690725   16.928938   61.925019
34 2025-11-30  39.560345   16.093658   60.937653
Forecast for Europe and Product 310:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.125996   21.475192   70.724980
31 2025-08-31  47.472029   22.362201   73.286443
32 2025-09-30  47.806900   24.984188   73.319050
33 2025-10-31  48.152934   22.900897   73.338937
34 2025-11-30  48.487805   22.500694   73.923660
14:03:25 - cmdstanpy - INFO - Chain [1] start processing
14:03:25 - cmdstanpy - INFO - Chain [1] done processing
14:03:25 - cmdstanpy - INFO - Chain [1] start processing
14:03:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 311:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.696867   25.648815   51.776572
31 2025-08-31  39.606131   25.724652   53.159260
32 2025-09-30  39.518323   26.636208   52.546892
33 2025-10-31  39.427588   26.307069   52.129676
34 2025-11-30  39.339779   25.517646   52.435083
Forecast for Europe and Product 312:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.535819   22.735230   57.380092
31 2025-08-31  39.476196   21.340984   57.370642
32 2025-09-30  39.418495   20.623585   57.037922
33 2025-10-31  39.358872   21.651139   57.144701
34 2025-11-30  39.301171   22.000777   57.237319
14:03:26 - cmdstanpy - INFO - Chain [1] start processing
14:03:26 - cmdstanpy - INFO - Chain [1] done processing
14:03:26 - cmdstanpy - INFO - Chain [1] start processing
14:03:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 313:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.542621   21.539490   55.685737
31 2025-08-31  38.296845   21.943035   54.700092
32 2025-09-30  38.058997   20.836508   54.512442
33 2025-10-31  37.813221   20.621719   54.248589
34 2025-11-30  37.575373   21.274457   55.135615
Forecast for Europe and Product 314:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.753073   19.584592   64.150973
31 2025-08-31  42.692103   19.684245   67.762477
32 2025-09-30  42.633100   19.334991   66.660613
33 2025-10-31  42.572131   20.076143   64.473581
34 2025-11-30  42.513128   20.341186   66.592245
14:03:26 - cmdstanpy - INFO - Chain [1] start processing
14:03:26 - cmdstanpy - INFO - Chain [1] done processing
14:03:26 - cmdstanpy - INFO - Chain [1] start processing
14:03:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 315:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.826274    6.100936   46.507321
31 2025-08-31  25.003741    6.133575   45.854268
32 2025-09-30  24.207742    3.234286   44.610999
33 2025-10-31  23.385209    3.868052   43.399636
34 2025-11-30  22.589210    2.606411   42.952309
Forecast for Europe and Product 316:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.805760   39.559937   82.158135
31 2025-08-31  62.890306   41.728441   85.226143
32 2025-09-30  63.939867   43.095310   85.677032
33 2025-10-31  65.024413   43.931046   86.540896
34 2025-11-30  66.073973   43.366447   87.625077
14:03:26 - cmdstanpy - INFO - Chain [1] start processing
14:03:26 - cmdstanpy - INFO - Chain [1] done processing
14:03:26 - cmdstanpy - INFO - Chain [1] start processing
14:03:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 317:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.309584   11.529659   60.022091
31 2025-08-31  35.947031    9.347577   61.751334
32 2025-09-30  35.596173   12.394991   60.027841
33 2025-10-31  35.233620   11.314111   60.743141
34 2025-11-30  34.882762   10.544997   59.240334
Forecast for Europe and Product 318:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.489038   14.154486   63.138409
31 2025-08-31  38.264588   13.547911   62.248114
32 2025-09-30  38.047378   11.375470   62.930897
33 2025-10-31  37.822928   13.962400   63.577614
34 2025-11-30  37.605719   11.536633   61.782180
14:03:27 - cmdstanpy - INFO - Chain [1] start processing
14:03:27 - cmdstanpy - INFO - Chain [1] done processing
14:03:27 - cmdstanpy - INFO - Chain [1] start processing
14:03:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 319:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.602836   27.008855   63.786308
31 2025-08-31  45.709503   26.035518   63.263466
32 2025-09-30  45.812729   26.778551   63.160154
33 2025-10-31  45.919396   27.381703   64.385064
34 2025-11-30  46.022622   27.907509   63.787060
Forecast for Europe and Product 320:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.789480   15.421538   52.840263
31 2025-08-31  34.291184   16.966936   52.059487
32 2025-09-30  33.808963   16.300602   52.722001
33 2025-10-31  33.310667   14.199565   52.973168
34 2025-11-30  32.828445   13.920827   51.622157
14:03:27 - cmdstanpy - INFO - Chain [1] start processing
14:03:27 - cmdstanpy - INFO - Chain [1] done processing
14:03:27 - cmdstanpy - INFO - Chain [1] start processing
14:03:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 321:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.250051   24.102852   67.245158
31 2025-08-31  45.530505   22.458086   66.850589
32 2025-09-30  45.801912   23.918183   67.395712
33 2025-10-31  46.082367   24.463588   67.717537
34 2025-11-30  46.353774   23.497530   68.991099
Forecast for Europe and Product 322:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.456017   20.850109   50.515207
31 2025-08-31  35.485573   21.169095   50.806573
32 2025-09-30  35.514175   20.959678   49.601035
33 2025-10-31  35.543730   20.793783   50.414936
34 2025-11-30  35.572332   21.349032   51.453612
14:03:27 - cmdstanpy - INFO - Chain [1] start processing
14:03:27 - cmdstanpy - INFO - Chain [1] done processing
14:03:28 - cmdstanpy - INFO - Chain [1] start processing
14:03:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 323:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.764959   24.677680   78.410664
31 2025-08-31  52.500046   24.407954   78.271261
32 2025-09-30  53.211421   26.345387   78.544960
33 2025-10-31  53.946509   28.679656   80.334428
34 2025-11-30  54.657884   27.647670   80.903107
14:03:28 - cmdstanpy - INFO - Chain [1] start processing
14:03:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 324:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.330618   13.985037   59.842980
31 2025-08-31  37.361548   13.849800   60.103759
32 2025-09-30  37.391480   14.198111   61.072904
33 2025-10-31  37.422410   13.764229   60.090282
34 2025-11-30  37.452342   14.241860   60.913022
Forecast for Europe and Product 325:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.014821   15.536366   45.757380
31 2025-08-31  29.566224   14.466935   44.483371
32 2025-09-30  29.132097   14.907525   44.386323
33 2025-10-31  28.683500   13.827144   44.315110
34 2025-11-30  28.249374   13.808488   43.601640
14:03:28 - cmdstanpy - INFO - Chain [1] start processing
14:03:28 - cmdstanpy - INFO - Chain [1] done processing
14:03:28 - cmdstanpy - INFO - Chain [1] start processing
14:03:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 326:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.869677   26.464919   68.641418
31 2025-08-31  48.232233   27.031697   68.611411
32 2025-09-30  48.583094   26.579689   70.647124
33 2025-10-31  48.945651   26.946935   69.929933
34 2025-11-30  49.296512   28.598874   68.192959
Forecast for Europe and Product 327:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.256266   42.531386   71.704620
31 2025-08-31  58.190911   42.433026   74.158990
32 2025-09-30  59.095406   44.002696   73.765046
33 2025-10-31  60.030051   44.725214   75.226987
34 2025-11-30  60.934546   45.336111   76.032810
14:03:28 - cmdstanpy - INFO - Chain [1] start processing
14:03:28 - cmdstanpy - INFO - Chain [1] done processing
14:03:28 - cmdstanpy - INFO - Chain [1] start processing
14:03:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 328:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.062775    9.938901   52.949640
31 2025-08-31  31.573044   10.817493   51.450652
32 2025-09-30  31.099111    9.611627   51.212878
33 2025-10-31  30.609380   10.897877   51.347000
34 2025-11-30  30.135447    9.647350   50.002457
14:03:29 - cmdstanpy - INFO - Chain [1] start processing
14:03:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 329:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.110515   16.839432   43.222391
31 2025-08-31  29.887460   15.691038   44.036055
32 2025-09-30  29.671599   14.884015   44.227293
33 2025-10-31  29.448544   16.292700   44.093571
34 2025-11-30  29.232684   15.550432   43.877546
Forecast for Europe and Product 330:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.027857   23.519661   64.626045
31 2025-08-31  42.954880   22.847182   64.040851
32 2025-09-30  42.884258   22.245600   63.711735
33 2025-10-31  42.811281   22.828654   63.344152
34 2025-11-30  42.740659   21.775666   63.269687
14:03:29 - cmdstanpy - INFO - Chain [1] start processing
14:03:29 - cmdstanpy - INFO - Chain [1] done processing
14:03:29 - cmdstanpy - INFO - Chain [1] start processing
14:03:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 331:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.933000   24.506615   63.508116
31 2025-08-31  44.329763   24.925018   64.124349
32 2025-09-30  44.713728   24.776669   64.049079
33 2025-10-31  45.110492   24.600619   64.531558
34 2025-11-30  45.494457   24.931556   64.904448
Forecast for Europe and Product 332:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.442194   16.183260   52.889812
31 2025-08-31  35.230573   16.959448   52.943667
32 2025-09-30  35.025780   17.042816   54.211911
33 2025-10-31  34.814159   15.067405   54.015587
34 2025-11-30  34.609365   15.020965   52.678710
14:03:29 - cmdstanpy - INFO - Chain [1] start processing
14:03:29 - cmdstanpy - INFO - Chain [1] done processing
14:03:29 - cmdstanpy - INFO - Chain [1] start processing
14:03:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 333:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.980040   12.856791   45.758450
31 2025-08-31  28.543364   10.867099   43.964249
32 2025-09-30  28.120774   12.137454   43.832018
33 2025-10-31  27.684098   11.699241   43.155664
34 2025-11-30  27.261509   10.688483   44.296726
Forecast for Europe and Product 334:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.950944   20.729420   64.245698
31 2025-08-31  41.966513   21.190578   64.408106
32 2025-09-30  41.981580   19.829325   63.731775
33 2025-10-31  41.997150   21.424742   65.158645
34 2025-11-30  42.012216   19.831293   66.117979
14:03:29 - cmdstanpy - INFO - Chain [1] start processing
14:03:30 - cmdstanpy - INFO - Chain [1] done processing
14:03:30 - cmdstanpy - INFO - Chain [1] start processing
14:03:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 335:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.713183   23.983908   55.520456
31 2025-08-31  39.445024   24.430783   55.158124
32 2025-09-30  39.185516   24.090898   54.357988
33 2025-10-31  38.917357   23.717185   54.528577
34 2025-11-30  38.657849   22.833750   54.072741
Forecast for Europe and Product 336:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.051593   17.996926   56.206458
31 2025-08-31  36.874757   17.656390   56.286566
32 2025-09-30  36.703625   17.854947   56.371833
33 2025-10-31  36.526789   16.094918   56.661410
34 2025-11-30  36.355657   18.122446   54.528639
14:03:30 - cmdstanpy - INFO - Chain [1] start processing
14:03:30 - cmdstanpy - INFO - Chain [1] done processing
14:03:30 - cmdstanpy - INFO - Chain [1] start processing
14:03:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 337:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.693359    8.442222   49.904353
31 2025-08-31  28.284394    5.852388   50.937600
32 2025-09-30  27.888622    7.424723   48.958018
33 2025-10-31  27.479657    5.396965   48.999964
34 2025-11-30  27.083885    6.017504   49.010931
14:03:30 - cmdstanpy - INFO - Chain [1] start processing
14:03:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 338:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.857174   14.091711   50.995655
31 2025-08-31  32.671329   13.364637   51.608271
32 2025-09-30  32.491478   13.850720   50.049018
33 2025-10-31  32.305633   14.540108   50.501071
34 2025-11-30  32.125782   15.337289   50.928843
Forecast for Europe and Product 339:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.374007   16.162808   56.607298
31 2025-08-31  36.532221   17.285101   56.880185
32 2025-09-30  36.685332   17.190668   56.991199
33 2025-10-31  36.843546   16.814966   57.782094
34 2025-11-30  36.996657   19.184207   57.540311
14:03:30 - cmdstanpy - INFO - Chain [1] start processing
14:03:30 - cmdstanpy - INFO - Chain [1] done processing
14:03:31 - cmdstanpy - INFO - Chain [1] start processing
14:03:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 340:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.934860   32.628031   62.680467
31 2025-08-31  48.418500   33.208906   62.926855
32 2025-09-30  48.886540   34.734512   64.406474
33 2025-10-31  49.370180   35.202066   63.118976
34 2025-11-30  49.838219   35.355508   64.066230
Forecast for Europe and Product 341:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.379535    9.410145   56.791695
31 2025-08-31  33.017482   11.784335   55.895587
32 2025-09-30  32.667108   10.175494   54.364804
33 2025-10-31  32.305054    9.942192   53.864116
34 2025-11-30  31.954680    9.723259   54.833565
14:03:31 - cmdstanpy - INFO - Chain [1] start processing
14:03:31 - cmdstanpy - INFO - Chain [1] done processing
14:03:31 - cmdstanpy - INFO - Chain [1] start processing
14:03:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 342:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  23.342260    0.909917   45.744839
30 2025-08-31  22.350825   -2.279210   45.124182
31 2025-09-30  21.391372   -3.049468   42.840544
32 2025-10-31  20.399937   -1.177361   44.710413
33 2025-11-30  19.440484   -2.672950   44.511903
Forecast for Europe and Product 343:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.106820   33.106890   68.478192
31 2025-08-31  51.734807   34.263230   70.463483
32 2025-09-30  52.342536   35.285222   69.073569
33 2025-10-31  52.970523   35.427110   69.853075
34 2025-11-30  53.578252   36.726932   70.730221
14:03:31 - cmdstanpy - INFO - Chain [1] start processing
14:03:31 - cmdstanpy - INFO - Chain [1] done processing
14:03:31 - cmdstanpy - INFO - Chain [1] start processing
14:03:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 344:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.079782    7.330894   51.690986
31 2025-08-31  29.145825    8.018783   52.556402
32 2025-09-30  28.241996    6.806712   49.980850
33 2025-10-31  27.308040    5.880702   50.323907
34 2025-11-30  26.404210    5.089846   46.576207
Forecast for Europe and Product 345:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.140261   11.349296   45.427933
31 2025-08-31  27.496138   10.254911   45.395942
32 2025-09-30  26.872793    9.559260   43.054101
33 2025-10-31  26.228670   10.308872   43.280934
34 2025-11-30  25.605325    7.821591   42.400513
14:03:31 - cmdstanpy - INFO - Chain [1] start processing
14:03:32 - cmdstanpy - INFO - Chain [1] done processing
14:03:32 - cmdstanpy - INFO - Chain [1] start processing
14:03:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 346:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.839221   10.363994   57.751769
31 2025-08-31  33.722976    8.417620   56.315240
32 2025-09-30  33.610481    9.928689   57.152869
33 2025-10-31  33.494237    7.920637   57.347769
34 2025-11-30  33.381741   11.437421   58.521388
Forecast for Europe and Product 347:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.944043   17.274952   60.280962
31 2025-08-31  39.973946   19.365709   60.825137
32 2025-09-30  40.002884   19.080823   61.432632
33 2025-10-31  40.032787   18.833760   60.231877
34 2025-11-30  40.061725   20.668517   61.328272
14:03:32 - cmdstanpy - INFO - Chain [1] start processing
14:03:32 - cmdstanpy - INFO - Chain [1] done processing
14:03:32 - cmdstanpy - INFO - Chain [1] start processing
14:03:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 348:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.459162   10.336983   55.212299
31 2025-08-31  30.871144    9.483330   52.375505
32 2025-09-30  30.302095    6.976037   52.708482
33 2025-10-31  29.714078    8.155038   50.551107
34 2025-11-30  29.145028    6.312933   51.267916
Forecast for Europe and Product 349:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.099254   20.679192   48.268208
31 2025-08-31  34.908875   21.347255   48.265643
32 2025-09-30  34.724637   21.488239   48.998005
33 2025-10-31  34.534257   21.048943   49.088493
34 2025-11-30  34.350019   19.925239   47.562306
14:03:32 - cmdstanpy - INFO - Chain [1] start processing
14:03:32 - cmdstanpy - INFO - Chain [1] done processing
14:03:32 - cmdstanpy - INFO - Chain [1] start processing
14:03:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 350:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.509374   24.000866   51.320300
31 2025-08-31  37.478525   24.125699   51.180825
32 2025-09-30  37.448670   24.723846   51.939438
33 2025-10-31  37.417820   23.814210   51.219280
34 2025-11-30  37.387966   24.442550   50.215462
Forecast for Europe and Product 351:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.711213   20.113965   53.400383
31 2025-08-31  36.316470   18.752228   53.433990
32 2025-09-30  35.934461   17.509040   52.680398
33 2025-10-31  35.539718   19.536978   52.334745
34 2025-11-30  35.157709   18.264706   51.022931
14:03:33 - cmdstanpy - INFO - Chain [1] start processing
14:03:33 - cmdstanpy - INFO - Chain [1] done processing
14:03:33 - cmdstanpy - INFO - Chain [1] start processing
14:03:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 352:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.806566   17.518042   62.590827
31 2025-08-31  38.877955   15.597793   62.029861
32 2025-09-30  38.947041   15.999469   61.874190
33 2025-10-31  39.018430   12.703596   61.882870
34 2025-11-30  39.087516   16.457554   63.062462
Forecast for Europe and Product 353:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.433562   16.646826   60.758558
31 2025-08-31  37.214491   16.275523   58.773869
32 2025-09-30  37.002487   14.074844   59.313266
33 2025-10-31  36.783416   14.253532   58.027875
34 2025-11-30  36.571412   14.378199   58.572105
14:03:33 - cmdstanpy - INFO - Chain [1] start processing
14:03:33 - cmdstanpy - INFO - Chain [1] done processing
14:03:33 - cmdstanpy - INFO - Chain [1] start processing
14:03:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 354:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.047491   35.989251   68.312761
31 2025-08-31  52.632326   35.482193   69.255383
32 2025-09-30  53.198295   37.704925   69.278020
33 2025-10-31  53.783129   38.988077   69.617697
34 2025-11-30  54.349098   39.018755   70.584619
Forecast for Europe and Product 355:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.928769   39.134498   78.171719
31 2025-08-31  58.712450   38.920312   77.439034
32 2025-09-30  59.470852   38.609148   78.401038
33 2025-10-31  60.254534   38.162481   81.066551
34 2025-11-30  61.012935   40.747524   81.923446
14:03:33 - cmdstanpy - INFO - Chain [1] start processing
14:03:33 - cmdstanpy - INFO - Chain [1] done processing
14:03:33 - cmdstanpy - INFO - Chain [1] start processing
14:03:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 356:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.773677   32.193541   51.802426
31 2025-08-31  41.952556   30.750996   53.350941
32 2025-09-30  42.125664   31.462078   52.616228
33 2025-10-31  42.304543   31.852827   53.295822
34 2025-11-30  42.477652   31.279792   53.092762
Forecast for Europe and Product 357:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.530288   19.085612   52.776646
31 2025-08-31  36.554781   19.579123   52.418004
32 2025-09-30  36.578483   20.075826   53.422698
33 2025-10-31  36.602975   19.291445   52.361912
34 2025-11-30  36.626677   19.200389   52.887874
14:03:34 - cmdstanpy - INFO - Chain [1] start processing
14:03:34 - cmdstanpy - INFO - Chain [1] done processing
14:03:34 - cmdstanpy - INFO - Chain [1] start processing
14:03:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 358:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.809055   16.745156   67.227232
31 2025-08-31  41.802588   14.921050   66.216362
32 2025-09-30  41.796330   16.524462   66.439607
33 2025-10-31  41.789864   16.334126   68.131100
34 2025-11-30  41.783606   16.458444   66.279226
Forecast for Europe and Product 359:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.728631   -0.320519   34.096591
31 2025-08-31  15.449108   -3.002062   32.542653
32 2025-09-30  14.210859   -4.855239   33.394409
33 2025-10-31  12.931336   -5.531239   32.271916
34 2025-11-30  11.693088   -7.864707   31.107442
14:03:34 - cmdstanpy - INFO - Chain [1] start processing
14:03:34 - cmdstanpy - INFO - Chain [1] done processing
14:03:34 - cmdstanpy - INFO - Chain [1] start processing
14:03:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 360:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.888760    5.667442   45.757621
31 2025-08-31  25.025574    4.409900   46.241286
32 2025-09-30  24.190233    5.130717   44.265077
33 2025-10-31  23.327047    2.010884   43.738459
34 2025-11-30  22.491706    1.628010   40.502805
Forecast for Europe and Product 361:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.729225   11.221400   50.701974
31 2025-08-31  30.071779    9.517276   49.740877
32 2025-09-30  29.435542    9.918002   49.050577
33 2025-10-31  28.778097    9.633012   47.172436
34 2025-11-30  28.141859    9.071751   47.924801
14:03:34 - cmdstanpy - INFO - Chain [1] start processing
14:03:34 - cmdstanpy - INFO - Chain [1] done processing
14:03:34 - cmdstanpy - INFO - Chain [1] start processing
14:03:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 362:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.644638   18.930928   54.558100
31 2025-08-31  36.567495   18.136943   54.196988
32 2025-09-30  36.492841   18.062466   56.450084
33 2025-10-31  36.415698   18.441987   55.350031
34 2025-11-30  36.341043   19.632231   55.774195
Forecast for Europe and Product 363:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.478687   13.958186   60.319567
31 2025-08-31  37.219738   13.867920   58.373324
32 2025-09-30  36.969142   15.154132   60.921603
33 2025-10-31  36.710193   13.831354   61.803571
34 2025-11-30  36.459597   12.700099   60.789327
14:03:35 - cmdstanpy - INFO - Chain [1] start processing
14:03:35 - cmdstanpy - INFO - Chain [1] done processing
14:03:35 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Europe and Product 364:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.694986    9.045692   46.145925
31 2025-08-31  27.252245    9.964389   46.592275
32 2025-09-30  26.823787    9.551697   45.248362
33 2025-10-31  26.381046    8.680581   45.119814
34 2025-11-30  25.952588    7.966299   42.888404
14:03:35 - cmdstanpy - INFO - Chain [1] done processing
14:03:35 - cmdstanpy - INFO - Chain [1] start processing
14:03:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 365:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.096509   37.910052   71.152690
31 2025-08-31  55.890984   38.147946   71.768393
32 2025-09-30  56.659831   39.374049   72.156333
33 2025-10-31  57.454306   41.129626   73.982759
34 2025-11-30  58.223153   42.113102   74.889750
Forecast for Europe and Product 366:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.463140   21.912199   67.156039
31 2025-08-31  44.609206   21.734214   66.473478
32 2025-09-30  44.750560   22.018787   67.207556
33 2025-10-31  44.896626   23.282746   69.271528
34 2025-11-30  45.037980   21.609104   65.220252
14:03:35 - cmdstanpy - INFO - Chain [1] start processing
14:03:35 - cmdstanpy - INFO - Chain [1] done processing
14:03:35 - cmdstanpy - INFO - Chain [1] start processing
14:03:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 367:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.219455   30.629243   67.405743
31 2025-08-31  49.664493   30.817322   69.292351
32 2025-09-30  50.095175   31.976720   70.541201
33 2025-10-31  50.540213   31.512007   70.466127
34 2025-11-30  50.970895   31.436022   69.401275
Forecast for Europe and Product 368:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.494025   20.388838   52.193147
31 2025-08-31  36.416034   20.105018   51.227782
32 2025-09-30  36.340558   21.099892   52.589003
33 2025-10-31  36.262566   20.691998   52.863598
34 2025-11-30  36.187091   21.035725   52.501013
14:03:36 - cmdstanpy - INFO - Chain [1] start processing
14:03:36 - cmdstanpy - INFO - Chain [1] done processing
14:03:36 - cmdstanpy - INFO - Chain [1] start processing
14:03:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 369:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.334741    3.407207   44.118011
31 2025-08-31  21.418355    2.480944   42.493056
32 2025-09-30  20.531531    2.046861   39.338025
33 2025-10-31  19.615145    0.045281   38.942354
34 2025-11-30  18.728321   -0.644151   39.146604
Forecast for Europe and Product 370:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.881899   34.250177   65.212924
31 2025-08-31  49.357199   34.075523   65.017585
32 2025-09-30  49.817167   34.922138   66.174321
33 2025-10-31  50.292467   35.834541   65.978825
34 2025-11-30  50.752435   34.939583   66.554735
14:03:36 - cmdstanpy - INFO - Chain [1] start processing
14:03:36 - cmdstanpy - INFO - Chain [1] done processing
14:03:36 - cmdstanpy - INFO - Chain [1] start processing
14:03:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 371:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.474572   17.875490   56.253331
31 2025-08-31  38.266120   19.378452   57.314014
32 2025-09-30  38.064392   19.423060   57.641215
33 2025-10-31  37.855939   18.884967   57.262076
34 2025-11-30  37.654212   18.395880   57.917778
Forecast for Europe and Product 372:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.277955   16.929415   54.916540
31 2025-08-31  36.355938   17.430460   55.532525
32 2025-09-30  36.431406   18.177816   55.722808
33 2025-10-31  36.509389   18.065528   55.547519
34 2025-11-30  36.584856   17.205068   56.374617
14:03:36 - cmdstanpy - INFO - Chain [1] start processing
14:03:36 - cmdstanpy - INFO - Chain [1] done processing
14:03:36 - cmdstanpy - INFO - Chain [1] start processing
14:03:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 373:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.949417    7.257664   49.973125
31 2025-08-31  29.476836    6.497953   49.839529
32 2025-09-30  29.019499    7.584744   49.164952
33 2025-10-31  28.546918    5.720749   49.934281
34 2025-11-30  28.089581    7.138478   48.754354
Forecast for Europe and Product 374:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.426978   25.723970   59.893914
31 2025-08-31  42.710324   25.117400   60.420749
32 2025-09-30  42.984529   24.541270   59.843934
33 2025-10-31  43.267874   25.994099   60.946001
34 2025-11-30  43.542079   25.349468   61.007103
14:03:37 - cmdstanpy - INFO - Chain [1] start processing
14:03:37 - cmdstanpy - INFO - Chain [1] done processing
14:03:37 - cmdstanpy - INFO - Chain [1] start processing
14:03:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 375:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.832355    0.388044   45.446184
31 2025-08-31  21.559856    0.784264   42.826552
32 2025-09-30  20.328405   -0.315556   42.145442
33 2025-10-31  19.055906   -2.578830   40.816704
34 2025-11-30  17.824455   -5.642038   38.766012
Forecast for Europe and Product 376:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.144380   -0.987467   43.179290
31 2025-08-31  19.160816   -1.882556   41.696430
32 2025-09-30  18.208980   -2.926350   38.834143
33 2025-10-31  17.225416   -3.574380   39.589483
34 2025-11-30  16.273579   -4.803073   38.793536
14:03:37 - cmdstanpy - INFO - Chain [1] start processing
14:03:37 - cmdstanpy - INFO - Chain [1] done processing
14:03:37 - cmdstanpy - INFO - Chain [1] start processing
14:03:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 377:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.645715   22.848153   56.446926
31 2025-08-31  41.155734   25.381687   56.877949
32 2025-09-30  41.649301   24.472486   59.230108
33 2025-10-31  42.159320   25.495759   58.785290
34 2025-11-30  42.652887   25.718836   59.339657
Forecast for Europe and Product 378:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.624084   21.385767   60.726583
31 2025-08-31  41.627298   22.413709   60.164767
32 2025-09-30  41.630408   20.778969   59.116157
33 2025-10-31  41.633621   23.425430   61.851536
34 2025-11-30  41.636731   21.523720   60.213152
14:03:37 - cmdstanpy - INFO - Chain [1] start processing
14:03:37 - cmdstanpy - INFO - Chain [1] done processing
14:03:37 - cmdstanpy - INFO - Chain [1] start processing
14:03:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 379:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.881405    3.045461   40.437921
31 2025-08-31  20.732434    1.236764   40.507165
32 2025-09-30  19.620526    0.433388   39.155998
33 2025-10-31  18.471555   -1.816703   37.034418
34 2025-11-30  17.359647   -0.604043   37.166330
Forecast for Europe and Product 380:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.751860   33.221867   64.865051
31 2025-08-31  49.433016   31.787896   66.338130
32 2025-09-30  50.092199   33.869521   66.519042
33 2025-10-31  50.773354   34.813556   68.030642
34 2025-11-30  51.432537   36.558717   69.029369
14:03:38 - cmdstanpy - INFO - Chain [1] start processing
14:03:38 - cmdstanpy - INFO - Chain [1] done processing
14:03:38 - cmdstanpy - INFO - Chain [1] start processing
14:03:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 381:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.441916   34.593978   74.857912
31 2025-08-31  56.422045   35.979623   77.686600
32 2025-09-30  57.370557   37.166518   78.388343
33 2025-10-31  58.350685   38.026327   77.217861
34 2025-11-30  59.299197   39.132810   79.236233
Forecast for Europe and Product 382:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.149295   16.599641   49.557485
31 2025-08-31  32.972624   16.719881   49.137748
32 2025-09-30  32.801652   16.817154   49.629934
33 2025-10-31  32.624981   16.190253   47.725178
34 2025-11-30  32.454009   15.557336   48.049916
14:03:38 - cmdstanpy - INFO - Chain [1] start processing
14:03:38 - cmdstanpy - INFO - Chain [1] done processing
14:03:38 - cmdstanpy - INFO - Chain [1] start processing
14:03:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 383:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.245451   11.903623   55.360318
31 2025-08-31  33.920412   11.934989   56.537501
32 2025-09-30  33.605857   11.607747   55.594485
33 2025-10-31  33.280818   11.672543   56.366652
34 2025-11-30  32.966264   12.065261   54.579689
Forecast for Europe and Product 384:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.709260   18.264408   55.619950
31 2025-08-31  37.649518   18.630921   56.047905
32 2025-09-30  37.591704   18.119536   56.820577
33 2025-10-31  37.531963   18.436627   57.558292
34 2025-11-30  37.474148   19.588867   55.690333
14:03:38 - cmdstanpy - INFO - Chain [1] start processing
14:03:38 - cmdstanpy - INFO - Chain [1] done processing
14:03:39 - cmdstanpy - INFO - Chain [1] start processing
14:03:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 385:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.274520    5.008981   38.991517
31 2025-08-31  21.377663    3.472215   37.562473
32 2025-09-30  20.509736    3.390657   38.018354
33 2025-10-31  19.612878    1.826812   35.449408
34 2025-11-30  18.744952    3.082733   36.512539
Forecast for Europe and Product 386:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.378984   17.980941   54.768113
31 2025-08-31  35.428893   17.215511   53.743718
32 2025-09-30  35.477192   17.438139   52.494082
33 2025-10-31  35.527101   17.401383   55.646870
34 2025-11-30  35.575401   16.737266   54.015326
14:03:39 - cmdstanpy - INFO - Chain [1] start processing
14:03:39 - cmdstanpy - INFO - Chain [1] done processing
14:03:39 - cmdstanpy - INFO - Chain [1] start processing
14:03:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 387:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.682087    3.086199   50.901071
31 2025-08-31  27.013995    3.749379   51.354403
32 2025-09-30  26.367453    3.373112   47.647352
33 2025-10-31  25.699361    2.067260   50.113031
34 2025-11-30  25.052819    3.215921   48.006092
Forecast for Europe and Product 388:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.016214   29.797611   58.966905
31 2025-08-31  44.347938   30.548773   59.582606
32 2025-09-30  44.668961   29.761396   60.138517
33 2025-10-31  45.000685   31.145334   59.590264
34 2025-11-30  45.321709   30.937886   60.296764
14:03:39 - cmdstanpy - INFO - Chain [1] start processing
14:03:39 - cmdstanpy - INFO - Chain [1] done processing
14:03:39 - cmdstanpy - INFO - Chain [1] start processing
14:03:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 389:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.542005   26.762435   61.425370
31 2025-08-31  43.960331   26.346835   61.918062
32 2025-09-30  44.365163   27.335054   61.548540
33 2025-10-31  44.783489   27.833834   62.740519
34 2025-11-30  45.188321   28.463170   61.472846
Forecast for Europe and Product 390:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.876686   23.676896   68.505987
31 2025-08-31  46.171000   24.663665   69.013471
32 2025-09-30  46.455819   24.166886   69.338105
33 2025-10-31  46.750133   24.003451   70.635908
34 2025-11-30  47.034953   24.284558   69.285327
14:03:39 - cmdstanpy - INFO - Chain [1] start processing
14:03:39 - cmdstanpy - INFO - Chain [1] done processing
14:03:40 - cmdstanpy - INFO - Chain [1] start processing
14:03:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 391:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.222947   27.447703   66.173137
31 2025-08-31  47.353005   27.865866   68.649471
32 2025-09-30  47.478866   28.731190   67.329978
33 2025-10-31  47.608924   27.556287   66.417368
34 2025-11-30  47.734785   28.484013   66.165848
Forecast for Europe and Product 392:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.872032   28.178849   72.297142
31 2025-08-31  50.198655   27.556813   70.136372
32 2025-09-30  50.514741   29.408983   72.218023
33 2025-10-31  50.841364   30.500680   72.187585
34 2025-11-30  51.157451   29.161796   72.891325
14:03:40 - cmdstanpy - INFO - Chain [1] start processing
14:03:40 - cmdstanpy - INFO - Chain [1] done processing
14:03:40 - cmdstanpy - INFO - Chain [1] start processing
14:03:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 393:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.777405   44.808932   70.361878
31 2025-08-31  58.581640   46.949490   72.820015
32 2025-09-30  59.359932   46.742166   72.938247
33 2025-10-31  60.164167   48.193304   73.345685
34 2025-11-30  60.942458   48.610173   73.763161
Forecast for Europe and Product 394:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.824796   28.946100   55.815111
31 2025-08-31  41.960044   27.626711   56.595365
32 2025-09-30  42.090929   28.230078   55.523082
33 2025-10-31  42.226176   27.739243   56.528961
34 2025-11-30  42.357061   27.571456   55.987518
14:03:40 - cmdstanpy - INFO - Chain [1] start processing
14:03:40 - cmdstanpy - INFO - Chain [1] done processing
14:03:40 - cmdstanpy - INFO - Chain [1] start processing
14:03:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 395:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.214133   22.601478   66.481487
31 2025-08-31  45.411937   23.176474   67.378927
32 2025-09-30  45.603361   23.417175   67.288496
33 2025-10-31  45.801165   21.562322   68.190766
34 2025-11-30  45.992588   24.518658   67.482420
Forecast for Europe and Product 396:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.550823    1.290984   36.713077
31 2025-08-31  18.473540    2.010750   35.761290
32 2025-09-30  17.431009    0.685669   33.893241
33 2025-10-31  16.353726    0.548399   32.367047
34 2025-11-30  15.311195   -1.522744   31.913631
14:03:41 - cmdstanpy - INFO - Chain [1] start processing
14:03:41 - cmdstanpy - INFO - Chain [1] done processing
14:03:41 - cmdstanpy - INFO - Chain [1] start processing
14:03:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 397:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.977590   28.132920   69.667333
31 2025-08-31  49.337356   27.347339   69.303542
32 2025-09-30  49.685516   26.448238   70.962177
33 2025-10-31  50.045281   30.082391   72.516695
34 2025-11-30  50.393442   28.287878   72.350694
Forecast for Europe and Product 398:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.564346   34.038009   74.398032
31 2025-08-31  55.364136   36.805783   74.902722
32 2025-09-30  56.138125   36.778726   76.827072
33 2025-10-31  56.937915   38.359155   76.463351
34 2025-11-30  57.711904   38.104078   76.805347
14:03:41 - cmdstanpy - INFO - Chain [1] start processing
14:03:41 - cmdstanpy - INFO - Chain [1] done processing
14:03:41 - cmdstanpy - INFO - Chain [1] start processing
14:03:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 399:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.959808   23.824497   73.913073
31 2025-08-31  48.349483   23.642810   73.094672
32 2025-09-30  48.726587   25.048208   71.383520
33 2025-10-31  49.116261   25.767374   74.364896
34 2025-11-30  49.493365   23.952412   74.569431
Forecast for Europe and Product 400:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.764343   25.699817   62.252621
31 2025-08-31  44.088117   25.255435   62.212096
32 2025-09-30  44.401447   25.825224   61.629255
33 2025-10-31  44.725222   25.960069   63.512599
34 2025-11-30  45.038552   26.122426   64.011685
14:03:41 - cmdstanpy - INFO - Chain [1] start processing
14:03:41 - cmdstanpy - INFO - Chain [1] done processing
14:03:41 - cmdstanpy - INFO - Chain [1] start processing
14:03:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 401:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.097712   11.706176   48.666118
31 2025-08-31  30.040244   13.024658   47.154215
32 2025-09-30  29.984629   13.489988   49.015145
33 2025-10-31  29.927160   12.139992   47.748067
34 2025-11-30  29.871545   12.798480   47.735329
Forecast for Europe and Product 402:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.141258   32.465623   71.714586
31 2025-08-31  51.595821   33.060447   71.966931
32 2025-09-30  52.035721   32.352435   72.373589
33 2025-10-31  52.490284   32.224898   70.977851
34 2025-11-30  52.930184   33.387926   71.322891
14:03:42 - cmdstanpy - INFO - Chain [1] start processing
14:03:42 - cmdstanpy - INFO - Chain [1] done processing
14:03:42 - cmdstanpy - INFO - Chain [1] start processing
14:03:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 403:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.948705   40.887267   80.343710
31 2025-08-31  62.202079   44.857171   81.312576
32 2025-09-30  63.415021   44.105301   83.061457
33 2025-10-31  64.668395   45.687460   84.646096
34 2025-11-30  65.881338   46.802920   83.240763
Forecast for Europe and Product 404:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.008738   21.823030   59.008468
31 2025-08-31  41.077146   23.128565   60.695914
32 2025-09-30  41.143347   22.713197   60.727186
33 2025-10-31  41.211755   23.518985   59.739595
34 2025-11-30  41.277956   22.470586   59.685952
14:03:42 - cmdstanpy - INFO - Chain [1] start processing
14:03:42 - cmdstanpy - INFO - Chain [1] done processing
14:03:42 - cmdstanpy - INFO - Chain [1] start processing
14:03:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 405:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.712888   27.927101   65.582091
31 2025-08-31  48.195900   30.207678   67.229442
32 2025-09-30  48.663331   29.731805   67.063695
33 2025-10-31  49.146343   30.834756   68.124281
34 2025-11-30  49.613774   30.827130   68.526879
Forecast for Europe and Product 406:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.805501   16.471185   59.541414
31 2025-08-31  37.858146   17.630747   58.689602
32 2025-09-30  37.909092   17.359226   58.596027
33 2025-10-31  37.961737   18.885677   58.979101
34 2025-11-30  38.012684   19.878378   60.219530
14:03:42 - cmdstanpy - INFO - Chain [1] start processing
14:03:42 - cmdstanpy - INFO - Chain [1] done processing
14:03:42 - cmdstanpy - INFO - Chain [1] start processing
14:03:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 407:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.530550   21.056504   52.840260
31 2025-08-31  36.463689   21.553996   51.815938
32 2025-09-30  36.398985   21.679734   53.552016
33 2025-10-31  36.332124   20.976151   51.461520
34 2025-11-30  36.267421   20.210915   51.575539
Forecast for Europe and Product 408:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.832247   37.188660   74.926407
31 2025-08-31  57.626775   40.090292   78.556047
32 2025-09-30  58.395674   40.482085   76.433752
33 2025-10-31  59.190202   40.000209   77.805798
34 2025-11-30  59.959101   39.860901   79.095279
14:03:43 - cmdstanpy - INFO - Chain [1] start processing
14:03:43 - cmdstanpy - INFO - Chain [1] done processing
14:03:43 - cmdstanpy - INFO - Chain [1] start processing
14:03:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 409:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.054174   27.185778   57.912889
31 2025-08-31  42.222283   25.254435   57.142213
32 2025-09-30  42.384970   27.938385   57.745738
33 2025-10-31  42.553079   26.868959   59.152907
34 2025-11-30  42.715766   25.871407   58.683495
Forecast for Europe and Product 410:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.686062   19.430948   61.376356
31 2025-08-31  40.741643   19.855864   61.754557
32 2025-09-30  40.795430   19.854294   60.475477
33 2025-10-31  40.851010   19.799354   60.547777
34 2025-11-30  40.904797   18.313088   62.490520
14:03:43 - cmdstanpy - INFO - Chain [1] start processing
14:03:43 - cmdstanpy - INFO - Chain [1] done processing
14:03:43 - cmdstanpy - INFO - Chain [1] start processing
14:03:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 411:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.772498    5.563952   47.057443
31 2025-08-31  26.133615    5.791753   46.989772
32 2025-09-30  25.515342    5.332373   46.478683
33 2025-10-31  24.876459    5.713367   46.396442
34 2025-11-30  24.258186    2.878779   44.589250
Forecast for Europe and Product 412:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.292968   18.896009   54.634715
31 2025-08-31  36.073233   18.159298   54.483895
32 2025-09-30  35.860586   18.750023   54.840622
33 2025-10-31  35.640851   17.787388   52.726187
34 2025-11-30  35.428205   17.159803   52.754881
14:03:43 - cmdstanpy - INFO - Chain [1] start processing
14:03:43 - cmdstanpy - INFO - Chain [1] done processing
14:03:43 - cmdstanpy - INFO - Chain [1] start processing
14:03:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 413:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.157340   33.200114   71.644924
31 2025-08-31  53.815525   33.557152   74.072175
32 2025-09-30  54.452478   34.304349   74.562759
33 2025-10-31  55.110663   35.612460   74.716783
34 2025-11-30  55.747615   36.319042   75.869491
Forecast for Europe and Product 414:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.756726   24.041369   67.543341
31 2025-08-31  46.038176   24.084081   68.021702
32 2025-09-30  46.310547   22.858296   67.034898
33 2025-10-31  46.591998   23.647712   68.731824
34 2025-11-30  46.864369   24.278044   68.781280
14:03:44 - cmdstanpy - INFO - Chain [1] start processing
14:03:44 - cmdstanpy - INFO - Chain [1] done processing
14:03:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Europe and Product 415:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.763413   -1.351874   41.174295
31 2025-08-31  20.010210    0.030183   39.289386
32 2025-09-30  19.281303   -1.653803   41.262607
33 2025-10-31  18.528100   -1.093518   39.937376
34 2025-11-30  17.799193   -3.950303   38.879079
14:03:44 - cmdstanpy - INFO - Chain [1] done processing
14:03:44 - cmdstanpy - INFO - Chain [1] start processing
14:03:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 416:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.680315   46.696695   80.969017
31 2025-08-31  63.679123   46.628546   81.307574
32 2025-09-30  64.645711   47.745614   81.615202
33 2025-10-31  65.644519   49.151486   83.126125
34 2025-11-30  66.611107   49.157817   83.588693
Forecast for Europe and Product 417:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.018202   33.044107   73.400660
31 2025-08-31  53.505601   32.543983   73.066899
32 2025-09-30  53.977277   34.754279   74.172478
33 2025-10-31  54.464676   33.950127   75.207644
34 2025-11-30  54.936353   35.294937   75.952340
14:03:44 - cmdstanpy - INFO - Chain [1] start processing
14:03:44 - cmdstanpy - INFO - Chain [1] done processing
14:03:44 - cmdstanpy - INFO - Chain [1] start processing
14:03:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 418:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.948273   14.292210   43.831777
31 2025-08-31  27.591154   13.829031   41.998954
32 2025-09-30  27.245555   12.651590   40.554662
33 2025-10-31  26.888436   13.003403   40.698549
34 2025-11-30  26.542837   12.440178   41.794962
Forecast for Europe and Product 419:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.871321   19.109421   49.162604
31 2025-08-31  33.493907   17.192249   48.213574
32 2025-09-30  33.128668   17.759364   47.563433
33 2025-10-31  32.751254   18.003454   48.195990
34 2025-11-30  32.386014   17.250263   47.873156
14:03:45 - cmdstanpy - INFO - Chain [1] start processing
14:03:45 - cmdstanpy - INFO - Chain [1] done processing
14:03:45 - cmdstanpy - INFO - Chain [1] start processing
14:03:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 420:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.351797   17.711423   51.127678
31 2025-08-31  33.998396   16.785088   50.775732
32 2025-09-30  33.656395   15.280482   49.869007
33 2025-10-31  33.302994   17.327464   51.307174
34 2025-11-30  32.960993   16.256165   49.811577
Forecast for Europe and Product 421:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.658765   26.823763   60.085413
31 2025-08-31  43.936534   28.164995   59.217881
32 2025-09-30  44.205343   28.239312   60.274109
33 2025-10-31  44.483112   27.305689   62.708685
34 2025-11-30  44.751921   29.053608   61.925149
14:03:45 - cmdstanpy - INFO - Chain [1] start processing
14:03:45 - cmdstanpy - INFO - Chain [1] done processing
14:03:45 - cmdstanpy - INFO - Chain [1] start processing
14:03:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 422:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.774130   31.113804   59.866495
31 2025-08-31  45.859233   31.964458   60.525564
32 2025-09-30  45.941591   30.432719   59.488248
33 2025-10-31  46.026694   31.316659   59.825373
34 2025-11-30  46.109052   32.283886   60.193976
14:03:45 - cmdstanpy - INFO - Chain [1] start processing
14:03:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 423:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.601392   19.570764   59.684194
31 2025-08-31  39.572478   20.763535   58.492719
32 2025-09-30  39.544496   20.628648   58.276482
33 2025-10-31  39.515581   20.439768   60.225526
34 2025-11-30  39.487600   19.081653   58.717416
Forecast for Europe and Product 424:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.936814   29.778755   65.774930
31 2025-08-31  48.322980   29.614378   67.465207
32 2025-09-30  48.696688   30.662205   66.915154
33 2025-10-31  49.082853   30.355901   67.900867
34 2025-11-30  49.456562   31.988450   67.323698
14:03:45 - cmdstanpy - INFO - Chain [1] start processing
14:03:46 - cmdstanpy - INFO - Chain [1] done processing
14:03:46 - cmdstanpy - INFO - Chain [1] start processing
14:03:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 425:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.075472   43.273404   69.273247
31 2025-08-31  56.498351   42.915597   69.800791
32 2025-09-30  56.907588   43.354944   70.014735
33 2025-10-31  57.330466   44.924449   69.844137
34 2025-11-30  57.739703   45.287065   71.036013
Forecast for Europe and Product 426:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.430847   43.343128   76.029249
31 2025-08-31  60.516693   45.088792   75.904008
32 2025-09-30  61.567512   45.883777   77.527324
33 2025-10-31  62.653359   47.069010   77.284344
34 2025-11-30  63.704178   47.632929   77.721161
14:03:46 - cmdstanpy - INFO - Chain [1] start processing
14:03:46 - cmdstanpy - INFO - Chain [1] done processing
14:03:46 - cmdstanpy - INFO - Chain [1] start processing
14:03:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 427:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.869695   10.929882   46.023638
31 2025-08-31  28.286024   10.601817   45.588379
32 2025-09-30  27.721182    9.992384   45.407461
33 2025-10-31  27.137512    9.050898   44.437380
34 2025-11-30  26.572670    9.081098   44.119147
Forecast for Europe and Product 428:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.768419   17.168248   48.994521
31 2025-08-31  33.651712   17.664201   48.526176
32 2025-09-30  33.538770   17.621737   49.458378
33 2025-10-31  33.422063   17.371214   49.440500
34 2025-11-30  33.309121   16.402957   49.278707
14:03:46 - cmdstanpy - INFO - Chain [1] start processing
14:03:46 - cmdstanpy - INFO - Chain [1] done processing
14:03:46 - cmdstanpy - INFO - Chain [1] start processing
14:03:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 429:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.980381   15.187612   44.654337
31 2025-08-31  29.578088   17.011349   44.580445
32 2025-09-30  29.188773   14.473310   43.537332
33 2025-10-31  28.786480   14.030392   42.463852
34 2025-11-30  28.397165   13.431746   42.329923
Forecast for Europe and Product 430:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.278236   17.057675   58.127391
31 2025-08-31  36.850369   17.760857   56.117577
32 2025-09-30  36.436304   16.673383   55.686542
33 2025-10-31  36.008437   18.365879   56.031384
34 2025-11-30  35.594372   16.730142   53.585267
14:03:47 - cmdstanpy - INFO - Chain [1] start processing
14:03:47 - cmdstanpy - INFO - Chain [1] done processing
14:03:47 - cmdstanpy - INFO - Chain [1] start processing
14:03:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 431:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.247972   15.559522   50.848308
31 2025-08-31  31.725474   14.202793   49.043374
32 2025-09-30  31.219831   13.793098   49.352807
33 2025-10-31  30.697333   11.465462   48.805451
34 2025-11-30  30.191690   13.893101   49.031162
Forecast for Europe and Product 432:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.261142   25.457803   57.800279
31 2025-08-31  42.369467   26.227130   58.082106
32 2025-09-30  42.474297   25.701899   59.020785
33 2025-10-31  42.582622   27.676574   59.486747
34 2025-11-30  42.687452   27.108433   59.883414
14:03:47 - cmdstanpy - INFO - Chain [1] start processing
14:03:47 - cmdstanpy - INFO - Chain [1] done processing
14:03:47 - cmdstanpy - INFO - Chain [1] start processing
14:03:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 433:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.718250   13.509895   60.196250
31 2025-08-31  36.582140   15.934071   59.961043
32 2025-09-30  36.450421   13.564578   58.074913
33 2025-10-31  36.314310   13.147345   60.042914
34 2025-11-30  36.182591   13.651785   59.672392
Forecast for Europe and Product 434:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.949264   12.619033   49.085670
31 2025-08-31  30.384082   12.178286   49.016002
32 2025-09-30  29.837131   12.657168   46.781537
33 2025-10-31  29.271949   11.047644   45.691179
34 2025-11-30  28.724999   10.926846   47.480531
14:03:47 - cmdstanpy - INFO - Chain [1] start processing
14:03:47 - cmdstanpy - INFO - Chain [1] done processing
14:03:47 - cmdstanpy - INFO - Chain [1] start processing
14:03:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 435:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.138940   26.057239   63.154906
31 2025-08-31  44.299115   25.739089   61.263464
32 2025-09-30  44.454122   26.620948   61.836434
33 2025-10-31  44.614296   27.548358   62.539537
34 2025-11-30  44.769303   26.287171   62.089852
Forecast for Europe and Product 436:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.848412   26.140193   57.315689
31 2025-08-31  42.198324   26.947060   59.546629
32 2025-09-30  42.536947   25.673041   59.709572
33 2025-10-31  42.886859   26.474772   59.211047
34 2025-11-30  43.225482   27.122498   60.030462
14:03:48 - cmdstanpy - INFO - Chain [1] start processing
14:03:48 - cmdstanpy - INFO - Chain [1] done processing
14:03:48 - cmdstanpy - INFO - Chain [1] start processing
14:03:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 437:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  74.051422   58.625700   90.746470
31 2025-08-31  75.535955   58.734091   91.427917
32 2025-09-30  76.972600   59.825030   93.997248
33 2025-10-31  78.457132   62.301841   94.762397
34 2025-11-30  79.893777   62.364676   95.727679
Forecast for Europe and Product 438:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.453614   17.990883   58.412561
31 2025-08-31  38.367031   16.882044   58.298867
32 2025-09-30  38.283241   17.728028   58.389280
33 2025-10-31  38.196658   17.648729   57.979834
34 2025-11-30  38.112869   17.134484   59.611388
14:03:48 - cmdstanpy - INFO - Chain [1] start processing
14:03:48 - cmdstanpy - INFO - Chain [1] done processing
14:03:48 - cmdstanpy - INFO - Chain [1] start processing
14:03:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 439:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.874691   -4.121511   40.453585
31 2025-08-31  16.858407   -4.155072   36.575727
32 2025-09-30  15.874906   -5.755169   36.515428
33 2025-10-31  14.858622   -8.235085   34.760893
34 2025-11-30  13.875122   -8.382587   35.152154
Forecast for Europe and Product 440:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.237076   19.268995   54.429113
31 2025-08-31  36.020275   18.366600   53.425701
32 2025-09-30  35.810467   19.463877   54.148948
33 2025-10-31  35.593666   18.833889   53.747670
34 2025-11-30  35.383858   16.295039   54.238446
14:03:48 - cmdstanpy - INFO - Chain [1] start processing
14:03:48 - cmdstanpy - INFO - Chain [1] done processing
14:03:48 - cmdstanpy - INFO - Chain [1] start processing
14:03:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 441:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.270151   14.304735   47.885182
31 2025-08-31  30.921870   14.377256   47.154470
32 2025-09-30  30.584824   15.030910   47.041171
33 2025-10-31  30.236543   13.862682   45.285393
34 2025-11-30  29.899497   14.566156   44.670896
Forecast for Europe and Product 442:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.594165   16.825630   61.989989
31 2025-08-31  39.512628   17.483719   63.041810
32 2025-09-30  39.433720   18.700607   61.807963
33 2025-10-31  39.352183   19.025331   60.522177
34 2025-11-30  39.273275   18.608400   60.724710
14:03:49 - cmdstanpy - INFO - Chain [1] start processing
14:03:49 - cmdstanpy - INFO - Chain [1] done processing
14:03:49 - cmdstanpy - INFO - Chain [1] start processing
14:03:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 443:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.983144    8.869772   50.399835
31 2025-08-31  30.651411    9.415719   50.591126
32 2025-09-30  30.330380   11.216229   50.016520
33 2025-10-31  29.998647    9.793813   50.653263
34 2025-11-30  29.677616   10.380079   50.517767
Forecast for Europe and Product 444:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.661594   38.902023   77.694965
31 2025-08-31  58.393576   40.278783   76.470607
32 2025-09-30  59.101946   40.819652   77.626353
33 2025-10-31  59.833929   41.840649   78.251907
34 2025-11-30  60.542299   39.949873   79.544210
14:03:49 - cmdstanpy - INFO - Chain [1] start processing
14:03:49 - cmdstanpy - INFO - Chain [1] done processing
14:03:49 - cmdstanpy - INFO - Chain [1] start processing
14:03:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 445:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.595573   32.501498   66.246002
31 2025-08-31  49.766087   31.917171   66.403220
32 2025-09-30  49.931101   32.662609   67.711455
33 2025-10-31  50.101616   34.382922   67.122243
34 2025-11-30  50.266630   32.467015   66.013108
Forecast for Europe and Product 446:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.769837   36.896788   62.694027
31 2025-08-31  50.254824   36.362336   63.563004
32 2025-09-30  50.724167   37.569973   64.223791
33 2025-10-31  51.209154   37.818285   63.967747
34 2025-11-30  51.678497   38.003682   65.450979
14:03:49 - cmdstanpy - INFO - Chain [1] start processing
14:03:49 - cmdstanpy - INFO - Chain [1] done processing
14:03:49 - cmdstanpy - INFO - Chain [1] start processing
14:03:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 447:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.314733   30.877892   66.468084
31 2025-08-31  49.666405   29.479381   67.309775
32 2025-09-30  50.006732   32.937591   67.938210
33 2025-10-31  50.358404   33.724780   68.771705
34 2025-11-30  50.698732   33.045947   68.167118
Forecast for Europe and Product 448:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.791967   12.980930   60.461309
31 2025-08-31  35.173873   10.709234   60.895653
32 2025-09-30  34.575718    8.377519   59.243430
33 2025-10-31  33.957624    8.483251   59.161775
34 2025-11-30  33.359468    6.043206   57.824665
14:03:50 - cmdstanpy - INFO - Chain [1] start processing
14:03:50 - cmdstanpy - INFO - Chain [1] done processing
14:03:50 - cmdstanpy - INFO - Chain [1] start processing
14:03:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 449:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.249128   19.386270   53.862196
31 2025-08-31  37.152644   19.302028   55.652936
32 2025-09-30  37.059272   19.627877   54.043661
33 2025-10-31  36.962788   20.526151   54.513132
34 2025-11-30  36.869416   18.763267   54.585649
Forecast for Europe and Product 450:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.484948   16.658971   63.950783
31 2025-08-31  41.381584   18.494839   63.835021
32 2025-09-30  41.281554   18.390356   64.030472
33 2025-10-31  41.178190   18.148235   61.969037
34 2025-11-30  41.078160   18.402369   63.920055
14:03:50 - cmdstanpy - INFO - Chain [1] start processing
14:03:50 - cmdstanpy - INFO - Chain [1] done processing
14:03:50 - cmdstanpy - INFO - Chain [1] start processing
14:03:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 451:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.886505   30.612873   57.810954
31 2025-08-31  45.168213   31.940278   57.491667
32 2025-09-30  45.440833   32.497473   57.981470
33 2025-10-31  45.722541   33.226705   58.794508
34 2025-11-30  45.995162   33.905889   58.836903
Forecast for Europe and Product 452:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.837969   24.181296   58.261052
31 2025-08-31  40.935171   23.772997   59.571640
32 2025-09-30  41.029237   22.584103   60.084879
33 2025-10-31  41.126439   24.327991   59.485942
34 2025-11-30  41.220505   23.011614   59.603299
14:03:50 - cmdstanpy - INFO - Chain [1] start processing
14:03:50 - cmdstanpy - INFO - Chain [1] done processing
14:03:50 - cmdstanpy - INFO - Chain [1] start processing
14:03:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 453:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.533438   27.500639   64.762042
31 2025-08-31  47.789227   29.595121   66.888173
32 2025-09-30  48.036764   28.790370   68.027237
33 2025-10-31  48.292553   30.458077   66.733492
34 2025-11-30  48.540091   29.714432   67.930187
Forecast for Europe and Product 454:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.139319   15.456360   62.139771
31 2025-08-31  38.020238   13.996489   60.125981
32 2025-09-30  37.904998   14.220296   61.381080
33 2025-10-31  37.785917   14.352404   61.062631
34 2025-11-30  37.670677   15.325188   61.675406
14:03:51 - cmdstanpy - INFO - Chain [1] start processing
14:03:51 - cmdstanpy - INFO - Chain [1] done processing
14:03:51 - cmdstanpy - INFO - Chain [1] start processing
14:03:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 455:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.355882   16.782203   50.474792
31 2025-08-31  33.864875   17.590223   51.305846
32 2025-09-30  33.389706   18.794547   50.162635
33 2025-10-31  32.898699   17.917897   50.446047
34 2025-11-30  32.423531   16.565687   49.655357
Forecast for Europe and Product 456:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.358865    9.667606   45.123995
31 2025-08-31  26.613879    8.339454   43.988725
32 2025-09-30  25.892926    8.186010   43.656614
33 2025-10-31  25.147940    8.424473   43.244520
34 2025-11-30  24.426986    7.336835   41.862260
14:03:51 - cmdstanpy - INFO - Chain [1] start processing
14:03:51 - cmdstanpy - INFO - Chain [1] done processing
14:03:51 - cmdstanpy - INFO - Chain [1] start processing
14:03:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 457:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  55.946753   39.036575   74.556495
30 2025-08-31  56.699744   40.733055   74.816676
31 2025-09-30  57.428445   40.033211   75.978309
32 2025-10-31  58.181436   41.374751   75.508592
33 2025-11-30  58.910137   41.634448   76.361224
Forecast for Europe and Product 458:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.186324   15.562795   54.253331
31 2025-08-31  34.725105   15.507192   53.526175
32 2025-09-30  34.278764   15.275129   52.976667
33 2025-10-31  33.817544   15.189219   51.301422
34 2025-11-30  33.371203   13.370224   53.275294
14:03:51 - cmdstanpy - INFO - Chain [1] start processing
14:03:51 - cmdstanpy - INFO - Chain [1] done processing
14:03:52 - cmdstanpy - INFO - Chain [1] start processing
14:03:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 459:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.873473   22.070961   55.724091
31 2025-08-31  38.794073   21.946523   55.281676
32 2025-09-30  38.717234   21.418028   54.690743
33 2025-10-31  38.637834   22.421204   54.591044
34 2025-11-30  38.560995   21.006793   54.451211
Forecast for Europe and Product 460:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.998328   11.597447   58.913605
31 2025-08-31  35.506350   12.078999   60.342692
32 2025-09-30  35.030243   11.058679   60.142521
33 2025-10-31  34.538265   13.087642   58.320439
34 2025-11-30  34.062157   10.363259   58.082214
14:03:52 - cmdstanpy - INFO - Chain [1] start processing
14:03:52 - cmdstanpy - INFO - Chain [1] done processing
14:03:52 - cmdstanpy - INFO - Chain [1] start processing
14:03:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 461:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.381160   27.754488   72.488170
31 2025-08-31  50.769566   29.046923   72.965370
32 2025-09-30  51.145442   29.956346   74.632338
33 2025-10-31  51.533848   29.866920   73.823711
34 2025-11-30  51.909724   28.174736   73.658990
Forecast for Europe and Product 462:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.431715   22.239843   62.948878
31 2025-08-31  41.358972   21.860354   62.893504
32 2025-09-30  41.288575   20.644589   59.648962
33 2025-10-31  41.215832   20.564841   62.055878
34 2025-11-30  41.145435   20.455458   62.302318
14:03:52 - cmdstanpy - INFO - Chain [1] start processing
14:03:52 - cmdstanpy - INFO - Chain [1] done processing
14:03:52 - cmdstanpy - INFO - Chain [1] start processing
14:03:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 463:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.623465   28.210173   67.231522
31 2025-08-31  49.059134   29.336443   69.301503
32 2025-09-30  49.480749   29.410788   68.238757
33 2025-10-31  49.916417   30.062739   67.409758
34 2025-11-30  50.338032   31.385816   71.068603
Forecast for Europe and Product 464:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.286937   10.113161   47.410384
31 2025-08-31  28.720619    7.646996   48.772529
32 2025-09-30  28.172569    7.800618   48.698708
33 2025-10-31  27.606251    7.765751   48.587657
34 2025-11-30  27.058201    6.990701   48.648149
14:03:52 - cmdstanpy - INFO - Chain [1] start processing
14:03:52 - cmdstanpy - INFO - Chain [1] done processing
14:03:53 - cmdstanpy - INFO - Chain [1] start processing
14:03:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 465:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.661505   18.448448   53.418561
31 2025-08-31  35.530323   18.926999   54.198969
32 2025-09-30  35.403372   17.744538   52.512649
33 2025-10-31  35.272190   16.929299   51.806875
34 2025-11-30  35.145239   16.902495   53.496337
Forecast for Europe and Product 466:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.930774   25.300176   63.470670
31 2025-08-31  44.123038   25.121609   63.962984
32 2025-09-30  44.309100   24.275320   62.434069
33 2025-10-31  44.501365   26.106194   63.670561
34 2025-11-30  44.687427   24.630450   63.907116
14:03:53 - cmdstanpy - INFO - Chain [1] start processing
14:03:53 - cmdstanpy - INFO - Chain [1] done processing
14:03:53 - cmdstanpy - INFO - Chain [1] start processing
14:03:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 467:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.236340   19.634470   55.368764
31 2025-08-31  38.106822   20.654122   57.516389
32 2025-09-30  37.981482   19.865563   55.627329
33 2025-10-31  37.851964   19.878972   56.112679
34 2025-11-30  37.726624   19.600998   56.307997
Forecast for Europe and Product 468:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.360694   28.443853   77.414494
31 2025-08-31  53.557046   28.359929   79.052935
32 2025-09-30  53.747063   29.006595   78.603401
33 2025-10-31  53.943415   30.152765   77.075028
34 2025-11-30  54.133433   29.189636   77.683797
14:03:53 - cmdstanpy - INFO - Chain [1] start processing
14:03:53 - cmdstanpy - INFO - Chain [1] done processing
14:03:53 - cmdstanpy - INFO - Chain [1] start processing
14:03:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 469:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.142903   13.596025   48.354744
31 2025-08-31  30.689448   13.281154   47.522575
32 2025-09-30  30.250620   12.254269   46.646449
33 2025-10-31  29.797164   11.657024   46.087380
34 2025-11-30  29.358336   10.840976   47.139578
Forecast for Europe and Product 470:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.254877   18.320458   62.227323
31 2025-08-31  39.164208   17.501752   61.284363
32 2025-09-30  39.076464   18.738386   63.115651
33 2025-10-31  38.985796   17.636862   60.065767
34 2025-11-30  38.898052   17.210417   62.721433
14:03:54 - cmdstanpy - INFO - Chain [1] start processing
14:03:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 471:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.458828   30.419833   65.189981
31 2025-08-31  47.928271   29.645144   64.782181
32 2025-09-30  48.382570   32.358898   65.572806
33 2025-10-31  48.852012   31.900956   65.775073
34 2025-11-30  49.306311   31.407602   68.895197
14:03:54 - cmdstanpy - INFO - Chain [1] start processing
14:03:54 - cmdstanpy - INFO - Chain [1] done processing
14:03:54 - cmdstanpy - INFO - Chain [1] start processing
14:03:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 472:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.719055   13.912902   50.705575
31 2025-08-31  31.244335   13.199352   49.132547
32 2025-09-30  30.784928   12.581538   47.468928
33 2025-10-31  30.310208   12.118382   47.835625
34 2025-11-30  29.850801   11.849307   47.831701
Forecast for Europe and Product 473:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.945754   21.512282   51.592168
31 2025-08-31  35.769497   19.609437   50.493668
32 2025-09-30  35.598925   20.572375   50.555902
33 2025-10-31  35.422668   20.663006   51.177220
34 2025-11-30  35.252096   20.664210   50.930852
14:03:54 - cmdstanpy - INFO - Chain [1] start processing
14:03:54 - cmdstanpy - INFO - Chain [1] done processing
14:03:54 - cmdstanpy - INFO - Chain [1] start processing
14:03:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 474:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.500125   20.679223   59.270753
31 2025-08-31  40.013312   20.906375   59.932952
32 2025-09-30  40.509945   20.931454   60.361819
33 2025-10-31  41.023132   22.159073   59.140015
34 2025-11-30  41.519765   23.192294   60.376677
Forecast for Europe and Product 475:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.283935   14.795704   60.129707
31 2025-08-31  36.837405   15.671619   59.441497
32 2025-09-30  36.405279   16.306443   58.601847
33 2025-10-31  35.958749   13.834031   58.226955
34 2025-11-30  35.526623   13.868503   57.665472
14:03:55 - cmdstanpy - INFO - Chain [1] start processing
14:03:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 476:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.869304   34.005484   70.405989
31 2025-08-31  52.514886   34.641987   71.046216
32 2025-09-30  53.139643   35.633158   71.528320
33 2025-10-31  53.785225   36.573555   70.899809
34 2025-11-30  54.409982   37.572298   71.807857
14:03:55 - cmdstanpy - INFO - Chain [1] start processing
14:03:55 - cmdstanpy - INFO - Chain [1] done processing
14:03:55 - cmdstanpy - INFO - Chain [1] start processing
14:03:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 477:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.113342   29.665173   61.644737
31 2025-08-31  46.427317   29.799785   63.175306
32 2025-09-30  46.731163   30.730130   63.254778
33 2025-10-31  47.045138   29.557026   62.422674
34 2025-11-30  47.348984   30.441551   63.562314
Forecast for Europe and Product 478:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.787963    2.004163   38.801783
31 2025-08-31  20.005415   -0.223767   38.991583
32 2025-09-30  19.248111   -0.113958   38.409657
33 2025-10-31  18.465563   -0.071909   37.166774
34 2025-11-30  17.708259   -0.704634   36.315408
14:03:55 - cmdstanpy - INFO - Chain [1] start processing
14:03:55 - cmdstanpy - INFO - Chain [1] done processing
14:03:55 - cmdstanpy - INFO - Chain [1] start processing
14:03:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 479:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.733166   29.335643   68.443910
31 2025-08-31  49.996295   31.510332   70.372316
32 2025-09-30  50.250935   30.240130   70.483279
33 2025-10-31  50.514063   31.680113   70.682493
34 2025-11-30  50.768703   32.142954   71.083874
Forecast for Europe and Product 480:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.726194   38.395651   79.977512
31 2025-08-31  60.494511   38.815957   81.987507
32 2025-09-30  61.238045   40.299239   82.770342
33 2025-10-31  62.006363   40.281254   83.276850
34 2025-11-30  62.749896   40.610829   83.202872
14:03:56 - cmdstanpy - INFO - Chain [1] start processing
14:03:56 - cmdstanpy - INFO - Chain [1] done processing
14:03:56 - cmdstanpy - INFO - Chain [1] start processing
14:03:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 481:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.901168   21.099157   56.898074
31 2025-08-31  38.583755   21.348765   56.199897
32 2025-09-30  38.276581   20.025310   56.352749
33 2025-10-31  37.959167   20.226690   54.360378
34 2025-11-30  37.651993   19.412404   55.944265
Forecast for Europe and Product 482:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.100158   18.716154   64.839657
31 2025-08-31  40.845174   16.466058   63.455522
32 2025-09-30  40.598416   16.202035   64.053610
33 2025-10-31  40.343432   16.971054   64.092407
34 2025-11-30  40.096673   15.791444   63.909347
14:03:56 - cmdstanpy - INFO - Chain [1] start processing
14:03:56 - cmdstanpy - INFO - Chain [1] done processing
14:03:56 - cmdstanpy - INFO - Chain [1] start processing
14:03:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 483:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.597148   31.819160   71.276918
31 2025-08-31  51.873458   33.898295   71.511669
32 2025-09-30  52.140855   32.764588   72.241393
33 2025-10-31  52.417165   33.606314   72.202471
34 2025-11-30  52.684561   34.131659   72.075622
Forecast for Europe and Product 484:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.125880   22.209981   63.857024
31 2025-08-31  43.442673   23.622956   62.830392
32 2025-09-30  43.749248   23.498878   63.517409
33 2025-10-31  44.066041   22.072339   64.274450
34 2025-11-30  44.372616   24.903909   62.917482
14:03:56 - cmdstanpy - INFO - Chain [1] start processing
14:03:56 - cmdstanpy - INFO - Chain [1] done processing
14:03:56 - cmdstanpy - INFO - Chain [1] start processing
14:03:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 485:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.032274   24.839780   53.015368
31 2025-08-31  38.963911   24.535053   53.171542
32 2025-09-30  38.897753   25.812445   51.750891
33 2025-10-31  38.829390   26.050353   52.801008
34 2025-11-30  38.763233   25.476927   52.569751
Forecast for Europe and Product 486:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.905111    5.444555   40.694533
31 2025-08-31  22.251394    5.064688   38.920530
32 2025-09-30  21.618765    4.657435   37.458839
33 2025-10-31  20.965048    3.850135   36.911379
34 2025-11-30  20.332419    2.459473   36.748548
14:03:57 - cmdstanpy - INFO - Chain [1] start processing
14:03:57 - cmdstanpy - INFO - Chain [1] done processing
14:03:57 - cmdstanpy - INFO - Chain [1] start processing
14:03:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 487:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.180604   19.027701   57.625383
31 2025-08-31  37.905679   18.937683   58.175258
32 2025-09-30  37.639622   18.188728   58.511724
33 2025-10-31  37.364697   16.876288   57.874870
34 2025-11-30  37.098641   15.693664   55.839328
Forecast for Europe and Product 488:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.578364   21.568376   69.146358
31 2025-08-31  44.810334   22.194703   68.837673
32 2025-09-30  45.034822   21.858346   69.916159
33 2025-10-31  45.266792   23.161312   69.561083
34 2025-11-30  45.491280   22.463484   68.912352
14:03:57 - cmdstanpy - INFO - Chain [1] start processing
14:03:57 - cmdstanpy - INFO - Chain [1] done processing
14:03:57 - cmdstanpy - INFO - Chain [1] start processing
14:03:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 489:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.603511    9.424127   42.586169
31 2025-08-31  25.083773    9.144157   40.209105
32 2025-09-30  24.580800    8.393307   40.459989
33 2025-10-31  24.061061    7.801364   40.683900
34 2025-11-30  23.558088    7.135454   40.543243
Forecast for Europe and Product 490:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  4.685003  -15.667169   24.511223
31 2025-08-31  3.001307  -15.933159   23.803117
32 2025-09-30  1.371923  -19.397295   19.031124
33 2025-10-31 -0.311773  -20.320840   19.797342
34 2025-11-30 -1.941157  -20.968832   16.228866
14:03:57 - cmdstanpy - INFO - Chain [1] start processing
14:03:57 - cmdstanpy - INFO - Chain [1] done processing
14:03:57 - cmdstanpy - INFO - Chain [1] start processing
14:03:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 491:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.790611    5.030079   39.165635
31 2025-08-31  22.190109    4.487070   39.339232
32 2025-09-30  21.608977    3.733568   38.217987
33 2025-10-31  21.008475    3.788569   39.074024
34 2025-11-30  20.427343    3.761645   38.393377
Forecast for Europe and Product 492:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.622061   39.386255   75.996479
31 2025-08-31  57.664513   38.818198   75.326444
32 2025-09-30  58.673338   39.630377   78.478622
33 2025-10-31  59.715790   41.403053   79.404242
34 2025-11-30  60.724615   42.790104   79.671835
14:03:58 - cmdstanpy - INFO - Chain [1] start processing
14:03:58 - cmdstanpy - INFO - Chain [1] done processing
14:03:58 - cmdstanpy - INFO - Chain [1] start processing
14:03:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 493:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.859037    4.492541   47.556231
31 2025-08-31  24.294472    0.704920   45.574029
32 2025-09-30  23.748119    0.957964   45.694245
33 2025-10-31  23.183554    1.659823   44.115864
34 2025-11-30  22.637200   -0.973469   45.486004
Forecast for Europe and Product 494:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.013020   24.355664   51.916433
31 2025-08-31  38.040787   24.789310   51.670712
32 2025-09-30  38.067657   24.384715   51.619977
33 2025-10-31  38.095424   25.189127   50.931164
34 2025-11-30  38.122294   24.517741   51.432090
14:03:58 - cmdstanpy - INFO - Chain [1] start processing
14:03:58 - cmdstanpy - INFO - Chain [1] done processing
14:03:58 - cmdstanpy - INFO - Chain [1] start processing
14:03:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 495:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.574834    0.831162   36.313012
31 2025-08-31  17.492134    1.335717   34.524797
32 2025-09-30  16.444361   -0.938498   33.315463
33 2025-10-31  15.361661   -2.523709   33.700910
34 2025-11-30  14.313887   -3.003894   31.689123
Forecast for Europe and Product 496:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.379685   27.218956   60.756023
31 2025-08-31  44.439830   27.308438   61.290855
32 2025-09-30  44.498035   27.186239   61.892107
33 2025-10-31  44.558181   28.571464   61.045770
34 2025-11-30  44.616386   27.180367   61.671194
14:03:58 - cmdstanpy - INFO - Chain [1] start processing
14:03:58 - cmdstanpy - INFO - Chain [1] done processing
14:03:58 - cmdstanpy - INFO - Chain [1] start processing
14:03:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 497:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.585211   17.491509   47.828861
31 2025-08-31  32.278291   16.313596   48.455340
32 2025-09-30  31.981272   15.250383   48.235098
33 2025-10-31  31.674353   16.101438   48.847234
34 2025-11-30  31.377334   15.212983   47.041299
Forecast for Europe and Product 498:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.561854   21.961919   64.084628
31 2025-08-31  42.465661   20.338937   63.646880
32 2025-09-30  42.372570   18.562437   62.862915
33 2025-10-31  42.276377   19.802299   62.568430
34 2025-11-30  42.183286   21.878959   62.210618
14:03:59 - cmdstanpy - INFO - Chain [1] start processing
14:03:59 - cmdstanpy - INFO - Chain [1] done processing
14:03:59 - cmdstanpy - INFO - Chain [1] start processing
14:03:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 499:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.774500   13.217556   62.800874
31 2025-08-31  37.596986   12.767813   64.833024
32 2025-09-30  37.425197   13.161744   62.603680
33 2025-10-31  37.247682   11.387464   62.072531
34 2025-11-30  37.075893   12.005933   61.403259
Forecast for Europe and Product 500:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.351103   18.588518   61.187906
31 2025-08-31  40.416203   18.135787   60.525589
32 2025-09-30  40.479203   19.295826   62.188685
33 2025-10-31  40.544303   19.391386   60.726830
34 2025-11-30  40.607303   19.104510   60.416568
14:03:59 - cmdstanpy - INFO - Chain [1] start processing
14:03:59 - cmdstanpy - INFO - Chain [1] done processing
14:03:59 - cmdstanpy - INFO - Chain [1] start processing
14:03:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 501:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.022662   16.858687   55.481699
31 2025-08-31  35.977103   18.882764   54.486430
32 2025-09-30  35.933014   17.542269   53.793052
33 2025-10-31  35.887455   18.259367   53.566328
34 2025-11-30  35.843366   18.641746   54.754921
Forecast for Europe and Product 502:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.608567   46.004516   70.225356
31 2025-08-31  58.585013   46.641192   70.608718
32 2025-09-30  59.529960   47.027731   71.098206
33 2025-10-31  60.506405   48.696730   72.936931
34 2025-11-30  61.451352   49.676864   73.562047
14:03:59 - cmdstanpy - INFO - Chain [1] start processing
14:03:59 - cmdstanpy - INFO - Chain [1] done processing
14:03:59 - cmdstanpy - INFO - Chain [1] start processing
14:04:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 503:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.496484   -6.449413   45.571417
31 2025-08-31  17.108844   -6.805162   42.673513
32 2025-09-30  15.765967   -9.740232   43.555573
33 2025-10-31  14.378327  -11.382813   39.965670
34 2025-11-30  13.035449  -12.454360   38.632501
Forecast for Europe and Product 504:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.932473   39.680396   74.956839
31 2025-08-31  57.704727   39.183890   76.845900
32 2025-09-30  58.452070   38.452312   76.361950
33 2025-10-31  59.224323   40.214326   77.251606
34 2025-11-30  59.971666   41.045483   78.161807
14:04:00 - cmdstanpy - INFO - Chain [1] start processing
14:04:00 - cmdstanpy - INFO - Chain [1] done processing
14:04:00 - cmdstanpy - INFO - Chain [1] start processing
14:04:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 505:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.359108   24.734763   63.534156
31 2025-08-31  44.439110   23.113731   64.128052
32 2025-09-30  44.516531   24.019296   63.754573
33 2025-10-31  44.596533   23.796944   64.287149
34 2025-11-30  44.673955   23.288103   65.589097
Forecast for Europe and Product 506:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.484322   39.682157   78.120590
31 2025-08-31  60.449188   41.093549   80.230978
32 2025-09-30  61.382928   42.312098   79.644718
33 2025-10-31  62.347794   42.603115   81.114391
34 2025-11-30  63.281534   44.975970   83.974953
14:04:00 - cmdstanpy - INFO - Chain [1] start processing
14:04:00 - cmdstanpy - INFO - Chain [1] done processing
14:04:00 - cmdstanpy - INFO - Chain [1] start processing
14:04:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 507:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.445461   18.753833   56.014933
31 2025-08-31  37.267102   17.400950   56.253184
32 2025-09-30  37.094497   17.667980   55.794154
33 2025-10-31  36.916138   17.411265   56.389152
34 2025-11-30  36.743533   17.514739   54.868106
Forecast for Europe and Product 508:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.903952    2.171795   45.735701
31 2025-08-31  23.952279    3.030885   46.535267
32 2025-09-30  23.031305    1.300347   46.367780
33 2025-10-31  22.079631   -1.019217   44.578368
34 2025-11-30  21.158657   -0.452072   41.038717
14:04:00 - cmdstanpy - INFO - Chain [1] start processing
14:04:00 - cmdstanpy - INFO - Chain [1] done processing
14:04:01 - cmdstanpy - INFO - Chain [1] start processing
14:04:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 509:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.563080   23.255097   62.686139
31 2025-08-31  41.257111   21.327543   59.354845
32 2025-09-30  40.961011   20.217274   61.107612
33 2025-10-31  40.655042   21.069494   59.859542
34 2025-11-30  40.358943   21.086654   60.600794
Forecast for Europe and Product 510:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.173317    6.556615   42.302758
31 2025-08-31  23.295129    6.762026   41.135232
32 2025-09-30  22.445269    4.084112   40.369303
33 2025-10-31  21.567081    3.641844   38.232979
34 2025-11-30  20.717221    3.825436   38.961341
14:04:01 - cmdstanpy - INFO - Chain [1] start processing
14:04:01 - cmdstanpy - INFO - Chain [1] done processing
14:04:01 - cmdstanpy - INFO - Chain [1] start processing
14:04:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 511:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.337201   15.246496   49.224413
31 2025-08-31  31.989495   12.991566   49.446179
32 2025-09-30  31.653004   14.656978   49.540938
33 2025-10-31  31.305298   13.524412   48.751172
34 2025-11-30  30.968808   13.343769   47.447024
14:04:01 - cmdstanpy - INFO - Chain [1] start processing
14:04:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 512:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.248791   26.098479   59.014126
31 2025-08-31  42.603873   26.470044   57.972799
32 2025-09-30  42.947502   27.365474   59.250038
33 2025-10-31  43.302585   27.758960   60.051365
34 2025-11-30  43.646213   28.830808   58.939713
Forecast for Europe and Product 513:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.106854   15.976778   51.057001
31 2025-08-31  32.766558   16.430805   49.815087
32 2025-09-30  32.437239   14.497093   49.601133
33 2025-10-31  32.096943   14.877463   48.832150
34 2025-11-30  31.767625   15.129098   49.664260
14:04:01 - cmdstanpy - INFO - Chain [1] start processing
14:04:01 - cmdstanpy - INFO - Chain [1] done processing
14:04:02 - cmdstanpy - INFO - Chain [1] start processing
14:04:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 514:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.304468    7.804396   55.916562
31 2025-08-31  32.717844    9.201019   56.027645
32 2025-09-30  32.150143    7.737879   53.645305
33 2025-10-31  31.563519    9.019364   55.330311
34 2025-11-30  30.995819    6.450071   54.098762
Forecast for Europe and Product 515:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.751292   -6.690982   47.411534
31 2025-08-31  18.601507   -8.704224   45.621944
32 2025-09-30  17.488812  -10.198356   44.921197
33 2025-10-31  16.339028  -12.687314   42.708416
34 2025-11-30  15.226333   -9.595201   42.217973
14:04:02 - cmdstanpy - INFO - Chain [1] start processing
14:04:02 - cmdstanpy - INFO - Chain [1] done processing
14:04:02 - cmdstanpy - INFO - Chain [1] start processing
14:04:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 516:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.205302    2.766419   45.935927
31 2025-08-31  24.580334    1.980341   47.309565
32 2025-09-30  23.975527    0.726456   44.786934
33 2025-10-31  23.350560    0.998810   45.181550
34 2025-11-30  22.745753    0.526348   44.962759
Forecast for Europe and Product 517:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.815532   11.821622   63.568334
31 2025-08-31  38.682449   14.747988   63.176999
32 2025-09-30  38.553658   14.715966   63.015634
33 2025-10-31  38.420575   14.068210   63.839370
34 2025-11-30  38.291784   11.824962   63.985134
14:04:02 - cmdstanpy - INFO - Chain [1] start processing
14:04:02 - cmdstanpy - INFO - Chain [1] done processing
14:04:02 - cmdstanpy - INFO - Chain [1] start processing
14:04:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 518:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.362769   22.318852   66.346454
31 2025-08-31  43.639624   22.069526   65.551240
32 2025-09-30  43.907548   21.081116   67.683489
33 2025-10-31  44.184402   22.343055   67.535327
34 2025-11-30  44.452326   21.157177   68.155278
Forecast for Europe and Product 519:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.745571   14.635299   51.669093
31 2025-08-31  32.412215   12.762934   51.836947
32 2025-09-30  32.089612   13.578479   51.157071
33 2025-10-31  31.756255   14.285945   52.351745
34 2025-11-30  31.433652   12.872965   49.486556
14:04:02 - cmdstanpy - INFO - Chain [1] start processing
14:04:02 - cmdstanpy - INFO - Chain [1] done processing
14:04:03 - cmdstanpy - INFO - Chain [1] start processing
14:04:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 520:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.312597   20.155996   54.369254
31 2025-08-31  38.656661   22.906677   55.213712
32 2025-09-30  38.989626   22.246310   55.938323
33 2025-10-31  39.333689   22.136445   55.815955
34 2025-11-30  39.666654   21.732466   56.570408
Forecast for Europe and Product 521:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.275260   17.583272   52.927932
31 2025-08-31  35.091803   17.592687   52.452676
32 2025-09-30  34.914265   17.122662   51.791748
33 2025-10-31  34.730809   16.444094   51.568037
34 2025-11-30  34.553271   16.074575   52.612045
14:04:03 - cmdstanpy - INFO - Chain [1] start processing
14:04:03 - cmdstanpy - INFO - Chain [1] done processing
14:04:03 - cmdstanpy - INFO - Chain [1] start processing
14:04:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 522:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.910106   20.182021   65.712986
31 2025-08-31  42.847380   18.603010   65.550766
32 2025-09-30  42.786677   21.087661   65.998101
33 2025-10-31  42.723950   18.853561   66.835567
34 2025-11-30  42.663247   20.563650   66.118082
Forecast for Europe and Product 523:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.781701   24.343283   63.285280
31 2025-08-31  44.038109   24.259869   62.374672
32 2025-09-30  44.286246   27.487948   64.063547
33 2025-10-31  44.542654   26.251629   63.125998
34 2025-11-30  44.790791   26.620880   63.544089
14:04:03 - cmdstanpy - INFO - Chain [1] start processing
14:04:03 - cmdstanpy - INFO - Chain [1] done processing
14:04:03 - cmdstanpy - INFO - Chain [1] start processing
14:04:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 524:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.991180   21.772285   65.278732
31 2025-08-31  44.153947   23.626296   67.224976
32 2025-09-30  44.311463   21.649713   66.901431
33 2025-10-31  44.474230   20.562605   66.365320
34 2025-11-30  44.631746   21.177582   67.575931
Forecast for Europe and Product 525:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.114070   12.163601   52.367238
31 2025-08-31  32.737114   11.777319   52.970374
32 2025-09-30  32.372317   11.776866   51.099778
33 2025-10-31  31.995361   13.340930   52.513480
34 2025-11-30  31.630565   14.178049   52.585198
14:04:03 - cmdstanpy - INFO - Chain [1] start processing
14:04:03 - cmdstanpy - INFO - Chain [1] done processing
14:04:04 - cmdstanpy - INFO - Chain [1] start processing
14:04:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 526:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.929909   32.993770   65.982825
31 2025-08-31  49.212093   30.750888   67.219996
32 2025-09-30  49.485174   32.869183   66.545417
33 2025-10-31  49.767359   33.550125   66.895301
34 2025-11-30  50.040440   32.536620   66.946375
Forecast for Europe and Product 527:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.939316   18.003248   50.491108
31 2025-08-31  35.026490   19.149598   50.548254
32 2025-09-30  35.110851   19.543090   50.185919
33 2025-10-31  35.198024   19.261009   50.818196
34 2025-11-30  35.282386   19.671426   51.565946
14:04:04 - cmdstanpy - INFO - Chain [1] start processing
14:04:04 - cmdstanpy - INFO - Chain [1] done processing
14:04:04 - cmdstanpy - INFO - Chain [1] start processing
14:04:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 528:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.902947   15.046749   53.938793
31 2025-08-31  33.603140   14.337383   53.420289
32 2025-09-30  33.313005   13.088246   54.645315
33 2025-10-31  33.013199   13.393834   52.914823
34 2025-11-30  32.723064   12.278337   52.437074
Forecast for Europe and Product 529:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.677859    9.127341   54.841473
31 2025-08-31  31.176038    8.584999   53.950720
32 2025-09-30  30.690404    5.881659   52.555295
33 2025-10-31  30.188583    6.677596   51.798362
34 2025-11-30  29.702950    8.677322   51.876316
14:04:04 - cmdstanpy - INFO - Chain [1] start processing
14:04:04 - cmdstanpy - INFO - Chain [1] done processing
14:04:04 - cmdstanpy - INFO - Chain [1] start processing
14:04:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 530:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.465203   17.865137   62.915297
31 2025-08-31  40.634592   18.376743   64.004179
32 2025-09-30  40.798516   18.074811   63.140910
33 2025-10-31  40.967905   17.052284   62.695940
34 2025-11-30  41.131829   18.120975   62.604179
Forecast for Europe and Product 531:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.697292   11.370292   55.821860
31 2025-08-31  32.388379    8.802177   54.635620
32 2025-09-30  32.089431    8.732318   55.682334
33 2025-10-31  31.780518   10.446362   54.173112
34 2025-11-30  31.481570    9.500538   53.244533
14:04:04 - cmdstanpy - INFO - Chain [1] start processing
14:04:04 - cmdstanpy - INFO - Chain [1] done processing
14:04:05 - cmdstanpy - INFO - Chain [1] start processing
14:04:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 532:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.683063   13.775228   51.257117
31 2025-08-31  31.308960   13.105516   50.390096
32 2025-09-30  30.946925   11.345860   47.845063
33 2025-10-31  30.572822   11.199034   48.952034
34 2025-11-30  30.210787   10.909723   47.940772
Forecast for Europe and Product 533:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.786589   21.776667   55.587100
31 2025-08-31  38.702476   23.630491   55.043637
32 2025-09-30  38.621077   20.935858   55.396004
33 2025-10-31  38.536964   20.668795   55.398732
34 2025-11-30  38.455565   21.585088   55.259454
14:04:05 - cmdstanpy - INFO - Chain [1] start processing
14:04:05 - cmdstanpy - INFO - Chain [1] done processing
14:04:05 - cmdstanpy - INFO - Chain [1] start processing
14:04:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 534:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  13.985158    0.568374   25.560328
31 2025-08-31  13.058442    0.265740   27.260754
32 2025-09-30  12.161619   -1.077946   24.345136
33 2025-10-31  11.234903   -1.579683   23.871254
34 2025-11-30  10.338080   -2.269485   23.586240
Forecast for Europe and Product 535:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.436318   17.026488   50.644057
31 2025-08-31  33.019975   15.615195   49.047527
32 2025-09-30  32.617062   16.546954   51.037307
33 2025-10-31  32.200719   14.199110   48.717576
34 2025-11-30  31.797807   14.434754   49.716555
14:04:05 - cmdstanpy - INFO - Chain [1] start processing
14:04:05 - cmdstanpy - INFO - Chain [1] done processing
14:04:05 - cmdstanpy - INFO - Chain [1] start processing
14:04:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 536:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.621297   17.501649   52.684429
31 2025-08-31  34.610642   15.352130   53.149074
32 2025-09-30  34.600330   15.693334   51.450925
33 2025-10-31  34.589675   15.400359   51.123185
34 2025-11-30  34.579364   16.860481   52.228442
Forecast for Europe and Product 537:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  66.180073   49.459802   81.790988
31 2025-08-31  67.282352   48.499300   83.622576
32 2025-09-30  68.349074   51.814561   85.267233
33 2025-10-31  69.451354   52.384205   86.301171
34 2025-11-30  70.518076   53.257953   87.834321
14:04:05 - cmdstanpy - INFO - Chain [1] start processing
14:04:05 - cmdstanpy - INFO - Chain [1] done processing
14:04:06 - cmdstanpy - INFO - Chain [1] start processing
14:04:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 538:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.227183    9.903009   48.066899
31 2025-08-31  29.666271   10.711491   49.645937
32 2025-09-30  29.123453    9.971649   47.680357
33 2025-10-31  28.562541    9.902360   47.536118
34 2025-11-30  28.019723    8.898980   46.714137
Forecast for Europe and Product 539:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.291739   13.830938   54.719851
31 2025-08-31  33.969627   13.516044   54.668194
32 2025-09-30  33.657906   12.203424   54.990313
33 2025-10-31  33.335795   12.086701   54.469575
34 2025-11-30  33.024074   11.335313   53.801781
14:04:06 - cmdstanpy - INFO - Chain [1] start processing
14:04:06 - cmdstanpy - INFO - Chain [1] done processing
14:04:06 - cmdstanpy - INFO - Chain [1] start processing
14:04:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 540:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.994052   18.283816   54.642763
31 2025-08-31  36.039104   17.997423   55.230803
32 2025-09-30  36.082703   17.336523   55.272006
33 2025-10-31  36.127755   16.681414   54.891852
34 2025-11-30  36.171354   16.394535   53.901064
Forecast for Europe and Product 541:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.196157   25.962009   59.927305
31 2025-08-31  43.523843   25.401054   60.054785
32 2025-09-30  43.840959   26.850547   61.809000
33 2025-10-31  44.168645   26.675315   61.742752
34 2025-11-30  44.485761   27.004372   62.018659
14:04:06 - cmdstanpy - INFO - Chain [1] start processing
14:04:06 - cmdstanpy - INFO - Chain [1] done processing
14:04:06 - cmdstanpy - INFO - Chain [1] start processing
14:04:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 542:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.388596   10.582196   49.895848
31 2025-08-31  30.873820    9.465373   49.262631
32 2025-09-30  30.375649   10.402243   52.381716
33 2025-10-31  29.860872    9.916825   49.366136
34 2025-11-30  29.362701    8.712160   48.184441
Forecast for Europe and Product 543:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.302863    1.908509   50.283893
31 2025-08-31  26.755732    0.826361   49.323963
32 2025-09-30  26.226249    1.831093   49.900018
33 2025-10-31  25.679118    0.178009   50.560999
34 2025-11-30  25.149635    0.387749   48.845580
14:04:06 - cmdstanpy - INFO - Chain [1] start processing
14:04:07 - cmdstanpy - INFO - Chain [1] done processing
14:04:07 - cmdstanpy - INFO - Chain [1] start processing
14:04:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 544:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.663106    8.131425   45.273098
31 2025-08-31  25.060014    4.976038   43.746016
32 2025-09-30  24.476377    5.259514   43.263849
33 2025-10-31  23.873285    3.852700   43.529714
34 2025-11-30  23.289648    3.868459   43.687570
Forecast for Europe and Product 545:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.519722   25.901876   64.462434
31 2025-08-31  45.898802   25.748111   64.653573
32 2025-09-30  46.265653   28.021734   66.667828
33 2025-10-31  46.644732   26.336705   66.451871
34 2025-11-30  47.011583   26.270144   66.851328
14:04:07 - cmdstanpy - INFO - Chain [1] start processing
14:04:07 - cmdstanpy - INFO - Chain [1] done processing
14:04:07 - cmdstanpy - INFO - Chain [1] start processing
14:04:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 546:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.691895   21.387246   53.639775
31 2025-08-31  37.680004   21.291684   53.782186
32 2025-09-30  37.668497   21.438392   54.333159
33 2025-10-31  37.656606   19.452453   52.774504
34 2025-11-30  37.645099   21.303482   53.629884
Forecast for Europe and Product 547:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.568631   21.506662   54.859355
31 2025-08-31  37.399960   20.512517   54.090727
32 2025-09-30  37.236730   21.122659   54.280637
33 2025-10-31  37.068059   19.684858   53.864730
34 2025-11-30  36.904829   20.135597   53.055279
14:04:07 - cmdstanpy - INFO - Chain [1] start processing
14:04:07 - cmdstanpy - INFO - Chain [1] done processing
14:04:07 - cmdstanpy - INFO - Chain [1] start processing
14:04:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 548:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.356861   18.065476   63.785012
31 2025-08-31  40.107173   19.419920   62.460048
32 2025-09-30  39.865540   19.209544   62.143242
33 2025-10-31  39.615853   16.288609   62.205796
34 2025-11-30  39.374220   17.094528   60.830451
Forecast for Europe and Product 549:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.055781   12.014097   52.846185
31 2025-08-31  31.674372   10.902387   50.838653
32 2025-09-30  31.305266   11.364289   51.519063
33 2025-10-31  30.923857   10.053375   51.582190
34 2025-11-30  30.554751   10.425818   49.273953
14:04:08 - cmdstanpy - INFO - Chain [1] start processing
14:04:08 - cmdstanpy - INFO - Chain [1] done processing
14:04:08 - cmdstanpy - INFO - Chain [1] start processing
14:04:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 550:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.336261   29.917803   71.128452
31 2025-08-31  50.672360   28.919538   72.452132
32 2025-09-30  50.997617   30.623759   71.278983
33 2025-10-31  51.333716   30.646890   71.253588
34 2025-11-30  51.658974   32.751746   71.300484
Forecast for Europe and Product 551:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.550112   13.322655   50.231167
31 2025-08-31  31.330497   11.069253   49.436677
32 2025-09-30  31.117967   11.707822   50.521604
33 2025-10-31  30.898352   12.130092   50.616412
34 2025-11-30  30.685821   10.813635   49.088848
14:04:08 - cmdstanpy - INFO - Chain [1] start processing
14:04:08 - cmdstanpy - INFO - Chain [1] done processing
14:04:08 - cmdstanpy - INFO - Chain [1] start processing
14:04:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 552:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.367059   13.162650   57.687802
31 2025-08-31  35.237880   15.120532   56.800813
32 2025-09-30  35.112868   14.611924   57.170200
33 2025-10-31  34.983688   11.789550   56.460259
34 2025-11-30  34.858676   14.449275   56.446447
Forecast for Europe and Product 553:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.750802   16.189643   59.681538
31 2025-08-31  39.005594   17.128564   61.608001
32 2025-09-30  39.252167   16.785590   60.903595
33 2025-10-31  39.506958   17.224492   60.122318
34 2025-11-30  39.753531   17.055598   61.464531
14:04:08 - cmdstanpy - INFO - Chain [1] start processing
14:04:08 - cmdstanpy - INFO - Chain [1] done processing
14:04:08 - cmdstanpy - INFO - Chain [1] start processing
14:04:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 554:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.130213    4.294441   50.551212
31 2025-08-31  27.557034    4.152605   50.482220
32 2025-09-30  27.002346    5.782392   48.385942
33 2025-10-31  26.429167    4.368742   49.412483
34 2025-11-30  25.874478    4.429492   47.899096
14:04:09 - cmdstanpy - INFO - Chain [1] start processing
14:04:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 555:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.105583   22.494388   55.489594
31 2025-08-31  39.122528   22.756894   55.495695
32 2025-09-30  39.138927   22.003407   54.096287
33 2025-10-31  39.155872   22.352452   56.363894
34 2025-11-30  39.172270   23.081751   55.637720
Forecast for Europe and Product 556:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.661306   23.238782   52.417458
31 2025-08-31  37.763529   22.938719   53.063380
32 2025-09-30  37.862455   22.875573   52.327735
33 2025-10-31  37.964679   24.011715   52.228595
34 2025-11-30  38.063605   24.032665   53.283121
14:04:09 - cmdstanpy - INFO - Chain [1] start processing
14:04:09 - cmdstanpy - INFO - Chain [1] done processing
14:04:09 - cmdstanpy - INFO - Chain [1] start processing
14:04:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 557:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.734487   24.186397   59.959965
31 2025-08-31  41.624582   24.361410   59.780280
32 2025-09-30  41.518222   23.653508   58.826981
33 2025-10-31  41.408318   22.782142   58.312928
34 2025-11-30  41.301958   22.964276   58.556667
Forecast for Europe and Product 558:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.872575   23.685292   63.030259
31 2025-08-31  42.803030   22.668020   61.760452
32 2025-09-30  42.735728   24.463833   60.927948
33 2025-10-31  42.666182   23.072233   61.154372
34 2025-11-30  42.598880   22.200507   63.105899
14:04:09 - cmdstanpy - INFO - Chain [1] start processing
14:04:09 - cmdstanpy - INFO - Chain [1] done processing
14:04:09 - cmdstanpy - INFO - Chain [1] start processing
14:04:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 559:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.519870   20.332943   61.503694
31 2025-08-31  40.547695   20.088654   62.917116
32 2025-09-30  40.574623   20.389957   60.793139
33 2025-10-31  40.602448   19.570829   59.813363
34 2025-11-30  40.629376   20.520270   61.784661
Forecast for Europe and Product 560:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.833617   46.645239   73.046961
31 2025-08-31  60.824921   48.544712   74.198969
32 2025-09-30  61.784247   48.880273   74.807364
33 2025-10-31  62.775551   49.979390   77.356992
34 2025-11-30  63.734877   50.597511   77.344482
14:04:09 - cmdstanpy - INFO - Chain [1] start processing
14:04:10 - cmdstanpy - INFO - Chain [1] done processing
14:04:10 - cmdstanpy - INFO - Chain [1] start processing
14:04:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 561:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.702423    9.087955   53.029285
31 2025-08-31  32.262754   10.485190   52.795445
32 2025-09-30  31.837268    8.654789   52.424861
33 2025-10-31  31.397599   11.075158   53.494082
34 2025-11-30  30.972112    8.682664   53.049506
Forecast for Europe and Product 562:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.818906    8.187946   56.044526
31 2025-08-31  31.505930    9.122664   54.799028
32 2025-09-30  31.203049    7.881144   54.635832
33 2025-10-31  30.890073    8.631238   53.882219
34 2025-11-30  30.587192    7.538842   52.882969
14:04:10 - cmdstanpy - INFO - Chain [1] start processing
14:04:10 - cmdstanpy - INFO - Chain [1] done processing
14:04:10 - cmdstanpy - INFO - Chain [1] start processing
14:04:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 563:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.663660   -5.598876   33.039526
31 2025-08-31  13.068484   -6.518546   33.158026
32 2025-09-30  11.524765   -8.128046   30.655210
33 2025-10-31   9.929589   -9.841425   29.122233
34 2025-11-30   8.385870  -10.815961   27.716365
Forecast for Europe and Product 564:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.495780   18.215125   59.285629
31 2025-08-31  38.303514   18.198430   59.452800
32 2025-09-30  38.117451   18.543956   59.044415
33 2025-10-31  37.925185   16.600330   58.968193
34 2025-11-30  37.739121   17.580179   59.179503
14:04:10 - cmdstanpy - INFO - Chain [1] start processing
14:04:10 - cmdstanpy - INFO - Chain [1] done processing
14:04:10 - cmdstanpy - INFO - Chain [1] start processing
14:04:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 565:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.661051   16.621478   53.323369
31 2025-08-31  34.340109   16.765243   53.345823
32 2025-09-30  34.029520   14.734943   52.434111
33 2025-10-31  33.708577   14.416683   51.138596
34 2025-11-30  33.397988   15.792014   52.056431
Forecast for Europe and Product 566:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.506719   11.095257   57.959716
31 2025-08-31  34.126283   11.553778   58.740494
32 2025-09-30  33.758120   10.264736   57.038531
33 2025-10-31  33.377684   10.129045   56.943566
34 2025-11-30  33.009521    8.549478   56.063297
14:04:10 - cmdstanpy - INFO - Chain [1] start processing
14:04:11 - cmdstanpy - INFO - Chain [1] done processing
14:04:11 - cmdstanpy - INFO - Chain [1] start processing
14:04:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 567:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.679322   15.214445   51.834296
31 2025-08-31  33.224290   13.301666   52.727239
32 2025-09-30  32.783937   13.337933   51.317322
33 2025-10-31  32.328905   13.088067   52.481952
34 2025-11-30  31.888551   12.714008   50.835202
Forecast for Europe and Product 568:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.370997   24.335359   72.525272
31 2025-08-31  47.643706   23.923859   72.293030
32 2025-09-30  47.907617   23.212533   70.832021
33 2025-10-31  48.180326   24.490845   73.764783
34 2025-11-30  48.444238   25.641131   72.591218
14:04:11 - cmdstanpy - INFO - Chain [1] start processing
14:04:11 - cmdstanpy - INFO - Chain [1] done processing
14:04:11 - cmdstanpy - INFO - Chain [1] start processing
14:04:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 569:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.343171   13.256684   54.982244
31 2025-08-31  33.933514   13.200404   55.870184
32 2025-09-30  33.537072   12.490410   54.351866
33 2025-10-31  33.127415    9.354205   53.782967
34 2025-11-30  32.730972   10.311147   55.330913
Forecast for Europe and Product 570:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.124470   12.281194   50.940497
31 2025-08-31  31.576743   13.562045   51.955970
32 2025-09-30  31.046685   11.912335   50.284740
33 2025-10-31  30.498958   12.292623   48.825152
34 2025-11-30  29.968899   10.871207   49.819925
14:04:11 - cmdstanpy - INFO - Chain [1] start processing
14:04:11 - cmdstanpy - INFO - Chain [1] done processing
14:04:11 - cmdstanpy - INFO - Chain [1] start processing
14:04:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 571:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.571438   11.181150   47.061581
31 2025-08-31  29.133338   10.819610   47.283099
32 2025-09-30  28.709371   11.168516   47.272590
33 2025-10-31  28.271271   10.448542   47.351584
34 2025-11-30  27.847304    7.960537   46.835166
Forecast for Europe and Product 572:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.216422   23.275540   56.769715
31 2025-08-31  39.981873   23.304982   57.761192
32 2025-09-30  39.754889   22.344015   57.445005
33 2025-10-31  39.520339   22.098052   56.406816
34 2025-11-30  39.293356   21.811653   56.702529
14:04:11 - cmdstanpy - INFO - Chain [1] start processing
14:04:12 - cmdstanpy - INFO - Chain [1] done processing
14:04:12 - cmdstanpy - INFO - Chain [1] start processing
14:04:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 573:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.333875   19.082438   58.227551
31 2025-08-31  40.288995   19.597816   59.981140
32 2025-09-30  40.245562   20.891050   61.282389
33 2025-10-31  40.200681   20.074464   60.838378
34 2025-11-30  40.157249   18.867762   61.252245
Forecast for Europe and Product 574:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.240161    9.587038   42.772297
31 2025-08-31  25.509890    8.812802   42.406469
32 2025-09-30  24.803176    9.859484   40.935708
33 2025-10-31  24.072905    7.146385   40.373088
34 2025-11-30  23.366192    7.704101   40.818777
14:04:12 - cmdstanpy - INFO - Chain [1] start processing
14:04:12 - cmdstanpy - INFO - Chain [1] done processing
14:04:12 - cmdstanpy - INFO - Chain [1] start processing
14:04:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 575:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.471614   15.118934   54.389337
31 2025-08-31  34.010016   14.834686   53.831240
32 2025-09-30  33.563309   11.922319   53.085230
33 2025-10-31  33.101711   15.010445   53.713676
34 2025-11-30  32.655004   13.354250   53.073328
Forecast for Europe and Product 576:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.721310   42.175524   76.816183
31 2025-08-31  60.459354   43.727061   76.947322
32 2025-09-30  61.173591   43.660963   78.515965
33 2025-10-31  61.911636   44.682709   79.077348
34 2025-11-30  62.625873   44.187408   78.663958
14:04:12 - cmdstanpy - INFO - Chain [1] start processing
14:04:12 - cmdstanpy - INFO - Chain [1] done processing
14:04:12 - cmdstanpy - INFO - Chain [1] start processing
14:04:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 577:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.671113   18.008421   58.687408
31 2025-08-31  37.502676   16.948406   58.860085
32 2025-09-30  37.339673   17.970541   59.075513
33 2025-10-31  37.171237   16.572283   56.800235
34 2025-11-30  37.008234   17.290860   59.282100
Forecast for Europe and Product 578:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.442668   17.807354   52.262449
31 2025-08-31  35.271080   17.477714   51.732177
32 2025-09-30  35.105027   18.273741   52.175919
33 2025-10-31  34.933439   18.173716   52.319654
34 2025-11-30  34.767387   17.164663   51.868638
14:04:13 - cmdstanpy - INFO - Chain [1] start processing
14:04:13 - cmdstanpy - INFO - Chain [1] done processing
14:04:13 - cmdstanpy - INFO - Chain [1] start processing
14:04:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 579:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.521409   37.459913   70.343915
31 2025-08-31  54.382478   37.566300   71.315765
32 2025-09-30  55.215771   38.738268   72.728434
33 2025-10-31  56.076840   38.750142   73.309563
34 2025-11-30  56.910133   40.193862   74.485109
Forecast for Europe and Product 580:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.468245   23.176772   52.292874
31 2025-08-31  37.605786   23.830979   53.723952
32 2025-09-30  37.738889   23.305145   52.678616
33 2025-10-31  37.876430   22.066883   52.105082
34 2025-11-30  38.009533   23.846622   53.662089
14:04:13 - cmdstanpy - INFO - Chain [1] start processing
14:04:13 - cmdstanpy - INFO - Chain [1] done processing
14:04:13 - cmdstanpy - INFO - Chain [1] start processing
14:04:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 581:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.493035    8.315964   50.802949
31 2025-08-31  30.212842    8.452615   51.567290
32 2025-09-30  29.941689    9.369936   52.196907
33 2025-10-31  29.661496    9.997603   50.376696
34 2025-11-30  29.390342    9.499281   51.431411
Forecast for Europe and Product 582:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.931220   14.351697   53.173590
31 2025-08-31  33.812884   15.519447   53.576235
32 2025-09-30  33.698365   16.315064   50.977645
33 2025-10-31  33.580029   14.307030   52.059671
34 2025-11-30  33.465510   14.389650   53.506526
14:04:13 - cmdstanpy - INFO - Chain [1] start processing
14:04:13 - cmdstanpy - INFO - Chain [1] done processing
14:04:13 - cmdstanpy - INFO - Chain [1] start processing
14:04:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 583:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.624520   17.225280   60.590537
31 2025-08-31  38.879558   17.466234   59.585120
32 2025-09-30  39.126368   18.138986   59.722350
33 2025-10-31  39.381406   19.969690   59.536668
34 2025-11-30  39.628217   19.031177   60.251126
Forecast for Europe and Product 584:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.512773   35.106649   69.885817
31 2025-08-31  54.256620   36.791244   71.537975
32 2025-09-30  54.976473   37.604983   70.821020
33 2025-10-31  55.720321   38.909628   72.569490
34 2025-11-30  56.440173   38.506598   74.087310
14:04:14 - cmdstanpy - INFO - Chain [1] start processing
14:04:14 - cmdstanpy - INFO - Chain [1] done processing
14:04:14 - cmdstanpy - INFO - Chain [1] start processing
14:04:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 585:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.678290   24.851186   54.850440
31 2025-08-31  39.801210   23.795239   54.851482
32 2025-09-30  39.920166   23.900765   57.028571
33 2025-10-31  40.043086   24.580976   55.707685
34 2025-11-30  40.162041   23.962758   56.015867
Forecast for Europe and Product 586:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.932189   10.350474   42.321639
31 2025-08-31  25.381138    9.928156   40.151009
32 2025-09-30  24.847862    9.237484   40.789863
33 2025-10-31  24.296811    8.832079   39.773978
34 2025-11-30  23.763536    8.467257   39.192780
14:04:14 - cmdstanpy - INFO - Chain [1] start processing
14:04:14 - cmdstanpy - INFO - Chain [1] done processing
14:04:14 - cmdstanpy - INFO - Chain [1] start processing
14:04:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 587:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.665271   22.172350   68.452928
31 2025-08-31  44.680108   22.696022   68.443773
32 2025-09-30  44.694466   21.705543   66.360374
33 2025-10-31  44.709302   22.196801   68.214365
34 2025-11-30  44.723660   21.912299   68.137187
Forecast for Europe and Product 588:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.279053   38.445793   72.012531
31 2025-08-31  56.205364   38.386419   72.158613
32 2025-09-30  57.101794   40.365272   74.037876
33 2025-10-31  58.028106   41.660005   74.857015
34 2025-11-30  58.924536   40.665433   75.838552
14:04:14 - cmdstanpy - INFO - Chain [1] start processing
14:04:14 - cmdstanpy - INFO - Chain [1] done processing
14:04:14 - cmdstanpy - INFO - Chain [1] start processing
14:04:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 589:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.230712   28.293451   60.449833
31 2025-08-31  44.511197   28.104949   60.300374
32 2025-09-30  44.782634   27.956511   60.818542
33 2025-10-31  45.063119   28.425352   61.687347
34 2025-11-30  45.334556   29.716708   61.869371
Forecast for Europe and Product 590:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.559382    9.229074   54.357254
31 2025-08-31  32.167724   10.685192   54.470956
32 2025-09-30  31.788700   10.417826   56.753246
33 2025-10-31  31.397042    6.406268   52.611622
34 2025-11-30  31.018018    7.843881   52.144753
14:04:15 - cmdstanpy - INFO - Chain [1] start processing
14:04:15 - cmdstanpy - INFO - Chain [1] done processing
14:04:15 - cmdstanpy - INFO - Chain [1] start processing
14:04:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 591:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.880569    8.844333   50.527642
31 2025-08-31  29.401048    9.355229   49.650872
32 2025-09-30  28.936995    9.018512   49.024752
33 2025-10-31  28.457474    9.654950   46.654371
34 2025-11-30  27.993421    7.656348   46.674988
Forecast for Europe and Product 592:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.466494   14.648469   48.130453
31 2025-08-31  31.012910   14.841183   47.742111
32 2025-09-30  30.573959   14.770321   45.906552
33 2025-10-31  30.120375   13.402592   46.592083
34 2025-11-30  29.681423   12.871262   46.325427
14:04:15 - cmdstanpy - INFO - Chain [1] start processing
14:04:15 - cmdstanpy - INFO - Chain [1] done processing
14:04:15 - cmdstanpy - INFO - Chain [1] start processing
14:04:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 593:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.225342   23.539858   54.509438
31 2025-08-31  39.347033   23.904260   55.174986
32 2025-09-30  39.464798   23.144973   54.454045
33 2025-10-31  39.586489   25.434647   55.653455
34 2025-11-30  39.704254   23.889010   55.760586
Forecast for Europe and Product 594:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.924926   33.028178   67.237228
31 2025-08-31  51.511559   33.861272   68.193804
32 2025-09-30  52.079268   35.166376   68.917860
33 2025-10-31  52.665901   36.635638   69.451291
34 2025-11-30  53.233610   36.755809   70.787784
14:04:15 - cmdstanpy - INFO - Chain [1] start processing
14:04:15 - cmdstanpy - INFO - Chain [1] done processing
14:04:15 - cmdstanpy - INFO - Chain [1] start processing
14:04:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 595:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.883349   11.433011   52.645930
31 2025-08-31  32.396728   13.493975   52.665883
32 2025-09-30  31.925805   11.148640   51.902872
33 2025-10-31  31.439184   13.837348   49.244166
34 2025-11-30  30.968260   11.336080   49.879398
Forecast for Europe and Product 596:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.337104   23.450926   58.233822
31 2025-08-31  40.226844   24.066814   58.390976
32 2025-09-30  40.120142   21.046057   57.076079
33 2025-10-31  40.009882   22.776849   56.557109
34 2025-11-30  39.903180   23.014672   57.292433
14:04:16 - cmdstanpy - INFO - Chain [1] start processing
14:04:16 - cmdstanpy - INFO - Chain [1] done processing
14:04:16 - cmdstanpy - INFO - Chain [1] start processing
14:04:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 597:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  49.85832   34.083559   65.975283
31 2025-08-31  50.51056   34.578205   66.140845
32 2025-09-30  51.14176   35.860339   66.506656
33 2025-10-31  51.79400   36.636784   66.709532
34 2025-11-30  52.42520   37.480221   67.402101
Forecast for Europe and Product 598:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.592974   13.271314   57.635440
31 2025-08-31  34.284576   11.086638   56.731890
32 2025-09-30  33.986126    9.644332   54.753642
33 2025-10-31  33.677728   12.020616   57.416039
34 2025-11-30  33.379278   12.210308   55.907085
14:04:16 - cmdstanpy - INFO - Chain [1] start processing
14:04:16 - cmdstanpy - INFO - Chain [1] done processing
14:04:16 - cmdstanpy - INFO - Chain [1] start processing
14:04:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 599:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.255055    8.789214   47.222746
31 2025-08-31  28.199284    9.610578   48.308309
32 2025-09-30  28.145312    7.652599   45.619400
33 2025-10-31  28.089541    8.604495   47.285997
34 2025-11-30  28.035569    8.818553   47.933498
Forecast for Europe and Product 600:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.991398   12.343433   55.046972
31 2025-08-31  31.227371   10.833412   51.537729
32 2025-09-30  30.487990    8.810851   50.562896
33 2025-10-31  29.723963    8.801440   52.734682
34 2025-11-30  28.984582    7.527086   49.524972
14:04:16 - cmdstanpy - INFO - Chain [1] start processing
14:04:16 - cmdstanpy - INFO - Chain [1] done processing
14:04:17 - cmdstanpy - INFO - Chain [1] start processing
14:04:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 601:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.325815   12.092879   53.041679
31 2025-08-31  32.793537   13.690112   54.322458
32 2025-09-30  32.278429   11.576118   53.270083
33 2025-10-31  31.746151   11.531402   51.127545
34 2025-11-30  31.231043   11.371057   51.152199
Forecast for Europe and Product 602:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.610410   17.681200   53.129851
31 2025-08-31  35.171138   18.037534   55.381021
32 2025-09-30  34.746035   17.783027   53.598588
33 2025-10-31  34.306763   16.093747   52.423826
34 2025-11-30  33.881661   16.229672   52.203812
14:04:17 - cmdstanpy - INFO - Chain [1] start processing
14:04:17 - cmdstanpy - INFO - Chain [1] done processing
14:04:17 - cmdstanpy - INFO - Chain [1] start processing
14:04:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 603:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.343233   26.143345   63.679548
31 2025-08-31  44.776214   27.010001   62.060187
32 2025-09-30  45.195228   25.456052   61.727793
33 2025-10-31  45.628209   26.271479   63.876380
34 2025-11-30  46.047222   26.983083   63.247065
Forecast for Europe and Product 604:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.450811   15.576664   59.987542
31 2025-08-31  37.284048   14.867587   59.007710
32 2025-09-30  37.122665   14.076213   58.073213
33 2025-10-31  36.955902   11.815319   57.657938
34 2025-11-30  36.794519   14.888885   59.978879
14:04:17 - cmdstanpy - INFO - Chain [1] start processing
14:04:17 - cmdstanpy - INFO - Chain [1] done processing
14:04:17 - cmdstanpy - INFO - Chain [1] start processing
14:04:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 605:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.739224    2.113615   49.454696
31 2025-08-31  25.115473    1.476496   48.267148
32 2025-09-30  24.511844    0.001913   47.194001
33 2025-10-31  23.888094    0.194502   49.543500
34 2025-11-30  23.284465    0.721923   47.564794
Forecast for Europe and Product 606:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.364755   27.632941   66.537377
31 2025-08-31  47.470645   28.472320   66.517119
32 2025-09-30  47.573118   28.644379   66.460286
33 2025-10-31  47.679008   29.485022   66.476860
34 2025-11-30  47.781482   28.404838   67.652978
14:04:17 - cmdstanpy - INFO - Chain [1] start processing
14:04:17 - cmdstanpy - INFO - Chain [1] done processing
14:04:18 - cmdstanpy - INFO - Chain [1] start processing
14:04:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 607:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.230758   21.283477   48.656348
31 2025-08-31  34.852188   22.081025   48.244561
32 2025-09-30  34.485830   19.744951   47.220141
33 2025-10-31  34.107259   20.885409   47.529260
34 2025-11-30  33.740901   20.091833   47.635463
Forecast for Europe and Product 608:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.868484   20.555003   60.054047
31 2025-08-31  39.994460   20.306656   60.152329
32 2025-09-30  40.116372   20.862546   60.189804
33 2025-10-31  40.242348   19.901520   60.954512
34 2025-11-30  40.364260   21.706030   59.934275
14:04:18 - cmdstanpy - INFO - Chain [1] start processing
14:04:18 - cmdstanpy - INFO - Chain [1] done processing
14:04:18 - cmdstanpy - INFO - Chain [1] start processing
14:04:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 609:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.147066    7.170728   46.597077
31 2025-08-31  27.528192    6.944389   45.837306
32 2025-09-30  26.929281    7.077000   46.914688
33 2025-10-31  26.310407    6.433711   47.352265
34 2025-11-30  25.711496    5.932906   44.097410
Forecast for Europe and Product 610:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.065751   12.865142   49.074147
31 2025-08-31  31.725311   14.505788   48.404590
32 2025-09-30  31.395853   12.208665   49.207252
33 2025-10-31  31.055413   13.975411   49.014406
34 2025-11-30  30.725955   13.709873   48.701779
14:04:18 - cmdstanpy - INFO - Chain [1] start processing
14:04:18 - cmdstanpy - INFO - Chain [1] done processing
14:04:18 - cmdstanpy - INFO - Chain [1] start processing
14:04:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 611:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.973094   22.246655   52.730052
31 2025-08-31  37.032176   22.118625   52.810117
32 2025-09-30  37.089351   21.430865   52.882579
33 2025-10-31  37.148432   22.523111   53.975174
34 2025-11-30  37.205608   21.018561   51.493576
Forecast for Europe and Product 612:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.599838   18.318578   57.849655
31 2025-08-31  38.228343   18.206371   56.786338
32 2025-09-30  37.868832   17.295330   57.617509
33 2025-10-31  37.497337   19.148800   57.606580
34 2025-11-30  37.137825   17.880942   54.963642
14:04:18 - cmdstanpy - INFO - Chain [1] start processing
14:04:18 - cmdstanpy - INFO - Chain [1] done processing
14:04:19 - cmdstanpy - INFO - Chain [1] start processing
14:04:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 613:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.642455    9.898357   50.534008
31 2025-08-31  30.425167   10.339363   53.066099
32 2025-09-30  30.214887   10.112013   51.972643
33 2025-10-31  29.997599    8.181483   50.266456
34 2025-11-30  29.787319   10.422024   52.730880
Forecast for Europe and Product 614:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.172760    1.158684   37.090222
31 2025-08-31  18.963454    1.645291   38.143330
32 2025-09-30  17.793157    0.203849   35.644903
33 2025-10-31  16.583851   -2.013539   35.464073
34 2025-11-30  15.413555   -2.339591   34.013189
14:04:19 - cmdstanpy - INFO - Chain [1] start processing
14:04:19 - cmdstanpy - INFO - Chain [1] done processing
14:04:19 - cmdstanpy - INFO - Chain [1] start processing
14:04:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 615:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.688636   23.104069   61.520905
31 2025-08-31  41.782979   23.159302   60.287950
32 2025-09-30  41.874279   24.316064   62.583070
33 2025-10-31  41.968622   23.187883   59.765857
34 2025-11-30  42.059922   24.659040   59.632366
Forecast for Europe and Product 616:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.108512   13.724020   64.564906
31 2025-08-31  38.898025   13.058674   62.729157
32 2025-09-30  38.694328   13.970424   64.163560
33 2025-10-31  38.483842   13.358270   61.856523
34 2025-11-30  38.280145   13.946803   62.349037
14:04:19 - cmdstanpy - INFO - Chain [1] start processing
14:04:19 - cmdstanpy - INFO - Chain [1] done processing
14:04:19 - cmdstanpy - INFO - Chain [1] start processing
14:04:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 617:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.121528   15.561080   52.526876
31 2025-08-31  33.741377   15.757252   52.372188
32 2025-09-30  33.373489   14.331993   49.929468
33 2025-10-31  32.993338   14.671861   51.441057
34 2025-11-30  32.625450   15.390711   51.139930
Forecast for Europe and Product 618:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.508920   23.291499   66.726710
31 2025-08-31  44.457010   23.795570   65.700492
32 2025-09-30  44.406775   23.328518   66.779699
33 2025-10-31  44.354865   23.190472   67.429139
34 2025-11-30  44.304630   22.688155   65.636927
14:04:19 - cmdstanpy - INFO - Chain [1] start processing
14:04:20 - cmdstanpy - INFO - Chain [1] done processing
14:04:20 - cmdstanpy - INFO - Chain [1] start processing
14:04:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 619:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.821373   21.132898   64.523501
31 2025-08-31  42.935022   23.378896   61.483971
32 2025-09-30  43.045006   22.096950   64.651569
33 2025-10-31  43.158655   23.112699   64.689268
34 2025-11-30  43.268638   22.278161   62.941667
Forecast for Europe and Product 620:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.015618   11.937250   46.591544
31 2025-08-31  28.607486   11.168476   45.557876
32 2025-09-30  28.212521    9.776371   46.550911
33 2025-10-31  27.804389   10.618574   44.255109
34 2025-11-30  27.409424    9.281266   44.719613
14:04:20 - cmdstanpy - INFO - Chain [1] start processing
14:04:20 - cmdstanpy - INFO - Chain [1] done processing
14:04:20 - cmdstanpy - INFO - Chain [1] start processing
14:04:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 621:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.677236   23.007831   54.404936
31 2025-08-31  38.619117   22.573915   54.327510
32 2025-09-30  38.562873   21.071292   53.870390
33 2025-10-31  38.504754   24.042216   54.881276
34 2025-11-30  38.448509   21.948671   56.273808
14:04:20 - cmdstanpy - INFO - Chain [1] start processing
14:04:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 622:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.568736   31.152231   67.816550
31 2025-08-31  49.878611   31.724190   67.883621
32 2025-09-30  50.178489   31.524079   67.427565
33 2025-10-31  50.488364   33.048642   69.013834
34 2025-11-30  50.788243   33.703554   68.878009
Forecast for Europe and Product 623:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.276053   31.754806   59.721056
31 2025-08-31  45.889312   30.811477   60.496939
32 2025-09-30  46.482788   32.378816   61.693037
33 2025-10-31  47.096047   31.892065   60.474042
34 2025-11-30  47.689523   33.820549   62.836619
14:04:20 - cmdstanpy - INFO - Chain [1] start processing
14:04:20 - cmdstanpy - INFO - Chain [1] done processing
14:04:21 - cmdstanpy - INFO - Chain [1] start processing
14:04:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 624:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.979140   18.286150   51.238620
31 2025-08-31  34.888285   18.044389   51.464492
32 2025-09-30  34.800361   19.046099   51.128924
33 2025-10-31  34.709506   17.123667   52.024945
34 2025-11-30  34.621582   18.375167   51.299499
Forecast for Europe and Product 625:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.379209   31.722848   72.679488
31 2025-08-31  52.881254   33.581789   73.592743
32 2025-09-30  53.367104   32.301741   73.097761
33 2025-10-31  53.869148   33.641662   72.851317
34 2025-11-30  54.354998   34.365193   75.357374
14:04:21 - cmdstanpy - INFO - Chain [1] start processing
14:04:21 - cmdstanpy - INFO - Chain [1] done processing
14:04:21 - cmdstanpy - INFO - Chain [1] start processing
14:04:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 626:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.715618    7.046737   45.706820
31 2025-08-31  26.172194    7.224156   45.843869
32 2025-09-30  25.646300    7.126225   45.412725
33 2025-10-31  25.102876    4.956397   46.215814
34 2025-11-30  24.576981    5.315372   43.532965
Forecast for Europe and Product 627:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.488888    4.139551   42.484600
31 2025-08-31  22.566799    3.257138   41.073914
32 2025-09-30  21.674456    2.527421   39.349190
33 2025-10-31  20.752368    1.424661   39.457373
34 2025-11-30  19.860025    0.458043   39.590999
14:04:21 - cmdstanpy - INFO - Chain [1] start processing
14:04:21 - cmdstanpy - INFO - Chain [1] done processing
14:04:21 - cmdstanpy - INFO - Chain [1] start processing
14:04:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 628:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.295525   30.435419   61.432306
31 2025-08-31  45.868828   31.540213   60.739428
32 2025-09-30  46.423637   31.580220   62.476345
33 2025-10-31  46.996940   32.232248   61.837129
34 2025-11-30  47.551750   32.398773   63.110732
Forecast for Europe and Product 629:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.867314   39.648958   70.123019
31 2025-08-31  55.596622   39.198423   70.572716
32 2025-09-30  56.302405   40.538763   71.560503
33 2025-10-31  57.031713   40.060422   70.987523
34 2025-11-30  57.737495   42.310685   73.482851
14:04:21 - cmdstanpy - INFO - Chain [1] start processing
14:04:22 - cmdstanpy - INFO - Chain [1] done processing
14:04:22 - cmdstanpy - INFO - Chain [1] start processing
14:04:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 630:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.319781   24.325828   65.836327
31 2025-08-31  45.489340   26.714173   66.885648
32 2025-09-30  45.653429   25.502060   65.690924
33 2025-10-31  45.822987   23.767037   67.130076
34 2025-11-30  45.987076   26.173978   66.202261
Forecast for Europe and Product 631:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.672983   30.528138   66.503046
31 2025-08-31  50.217160   33.437029   66.825228
32 2025-09-30  50.743783   33.194143   67.598897
33 2025-10-31  51.287959   32.936456   68.380550
34 2025-11-30  51.814582   34.621109   68.078875
14:04:22 - cmdstanpy - INFO - Chain [1] start processing
14:04:22 - cmdstanpy - INFO - Chain [1] done processing
14:04:22 - cmdstanpy - INFO - Chain [1] start processing
14:04:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 632:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.055308   19.317665   50.762281
31 2025-08-31  35.853117   21.344941   51.838957
32 2025-09-30  35.657449   20.172406   51.472257
33 2025-10-31  35.455258   18.988096   50.912319
34 2025-11-30  35.259590   19.704456   50.244170
Forecast for Europe and Product 633:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.010770   13.719491   61.517015
31 2025-08-31  37.722374   12.981308   63.893396
32 2025-09-30  37.443280   13.490014   63.401177
33 2025-10-31  37.154884   13.255046   63.086302
34 2025-11-30  36.875791   12.641449   62.682774
14:04:22 - cmdstanpy - INFO - Chain [1] start processing
14:04:22 - cmdstanpy - INFO - Chain [1] done processing
14:04:22 - cmdstanpy - INFO - Chain [1] start processing
14:04:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 634:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.518218   28.554467   66.086786
31 2025-08-31  47.877710   30.301586   68.577950
32 2025-09-30  48.225606   28.731181   67.891448
33 2025-10-31  48.585098   28.986450   67.329294
34 2025-11-30  48.932994   27.848996   66.128050
Forecast for Europe and Product 635:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.929019   28.041298   59.182232
31 2025-08-31  44.391334   29.935911   60.147197
32 2025-09-30  44.838735   29.933767   59.477814
33 2025-10-31  45.301049   30.308991   61.409882
34 2025-11-30  45.748450   31.063299   61.761844
14:04:22 - cmdstanpy - INFO - Chain [1] start processing
14:04:23 - cmdstanpy - INFO - Chain [1] done processing
14:04:23 - cmdstanpy - INFO - Chain [1] start processing
14:04:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 636:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.255343   20.506859   65.499284
31 2025-08-31  42.118792   20.283063   64.129596
32 2025-09-30  41.986646   19.583438   62.981680
33 2025-10-31  41.850095   18.562898   63.494556
34 2025-11-30  41.717949   18.941445   64.721269
Forecast for Europe and Product 637:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.208182   25.120855   72.210695
31 2025-08-31  48.582898   25.385034   72.161179
32 2025-09-30  48.945526   26.160115   71.073644
33 2025-10-31  49.320242   24.882558   72.520785
34 2025-11-30  49.682870   27.090003   71.791558
14:04:23 - cmdstanpy - INFO - Chain [1] start processing
14:04:23 - cmdstanpy - INFO - Chain [1] done processing
14:04:23 - cmdstanpy - INFO - Chain [1] start processing
14:04:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 638:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.318989   18.281796   65.028494
31 2025-08-31  42.298356   19.858997   65.449865
32 2025-09-30  42.278390   18.072397   65.478693
33 2025-10-31  42.257758   18.766597   64.640148
34 2025-11-30  42.237791   19.078589   65.979431
14:04:23 - cmdstanpy - INFO - Chain [1] start processing
14:04:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 639:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.746528   19.167594   45.621010
31 2025-08-31  31.989397   19.235419   44.180948
32 2025-09-30  31.256689   18.592726   44.210590
33 2025-10-31  30.499558   16.901902   44.162765
34 2025-11-30  29.766851   15.946289   42.606200
Forecast for Europe and Product 640:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.923671   22.967638   72.491305
31 2025-08-31  46.955309   22.358399   69.645895
32 2025-09-30  46.985926   23.369869   71.342099
33 2025-10-31  47.017564   23.229981   70.099673
34 2025-11-30  47.048182   22.652575   70.727851
14:04:23 - cmdstanpy - INFO - Chain [1] start processing
14:04:23 - cmdstanpy - INFO - Chain [1] done processing
14:04:24 - cmdstanpy - INFO - Chain [1] start processing
14:04:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 641:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  30.069781   -0.979718   60.054091
30 2025-08-31  29.000514   -1.344222   57.977965
31 2025-09-30  27.965740   -0.438087   57.015126
32 2025-10-31  26.896474   -1.297406   56.622757
33 2025-11-30  25.861700   -3.221590   54.239545
Forecast for Europe and Product 642:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.967816   25.009075   62.227855
31 2025-08-31  43.458994   24.859400   61.995908
32 2025-09-30  43.934327   27.513117   63.017436
33 2025-10-31  44.425505   27.113366   63.612777
34 2025-11-30  44.900838   24.313077   63.797409
14:04:24 - cmdstanpy - INFO - Chain [1] start processing
14:04:24 - cmdstanpy - INFO - Chain [1] done processing
14:04:24 - cmdstanpy - INFO - Chain [1] start processing
14:04:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 643:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.312868   27.090859   66.426939
31 2025-08-31  46.285939   27.431609   66.690783
32 2025-09-30  46.259878   27.659381   64.946867
33 2025-10-31  46.232948   26.630962   66.305887
34 2025-11-30  46.206887   27.246137   64.538051
Forecast for Europe and Product 644:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.369199   27.368725   52.222301
31 2025-08-31  39.461623   26.828855   51.238493
32 2025-09-30  39.551065   26.954398   52.160500
33 2025-10-31  39.643489   26.720521   52.013009
34 2025-11-30  39.732931   27.330569   51.410460
14:04:24 - cmdstanpy - INFO - Chain [1] start processing
14:04:24 - cmdstanpy - INFO - Chain [1] done processing
14:04:24 - cmdstanpy - INFO - Chain [1] start processing
14:04:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 645:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.787553   22.248486   62.862979
31 2025-08-31  43.083884   22.389839   63.538658
32 2025-09-30  43.370655   23.415234   64.729829
33 2025-10-31  43.666986   23.804203   61.699994
34 2025-11-30  43.953757   24.097086   63.371823
Forecast for Europe and Product 646:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.046822   24.184524   61.637146
31 2025-08-31  42.929127   23.854357   60.732418
32 2025-09-30  42.815228   23.296425   61.403530
33 2025-10-31  42.697533   24.150161   60.480148
34 2025-11-30  42.583635   23.823301   62.026910
14:04:24 - cmdstanpy - INFO - Chain [1] start processing
14:04:24 - cmdstanpy - INFO - Chain [1] done processing
14:04:25 - cmdstanpy - INFO - Chain [1] start processing
14:04:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 647:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.785547   28.865711   61.452393
31 2025-08-31  45.207598   29.146495   60.542787
32 2025-09-30  45.616034   29.317199   61.834007
33 2025-10-31  46.038085   30.271453   63.247264
34 2025-11-30  46.446521   30.034472   61.073922
Forecast for Europe and Product 648:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.418728   10.850852   51.107357
31 2025-08-31  29.924076   11.571310   49.989922
32 2025-09-30  29.445380    8.782045   51.012467
33 2025-10-31  28.950728    9.634650   49.198768
34 2025-11-30  28.472033    9.140512   50.062799
14:04:25 - cmdstanpy - INFO - Chain [1] start processing
14:04:25 - cmdstanpy - INFO - Chain [1] done processing
14:04:25 - cmdstanpy - INFO - Chain [1] start processing
14:04:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 649:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.854980   13.426789   51.300404
31 2025-08-31  32.320685   11.654973   50.606940
32 2025-09-30  31.803625   12.823895   51.600521
33 2025-10-31  31.269330   12.609002   51.326350
34 2025-11-30  30.752270    9.759122   48.420150
Forecast for Europe and Product 650:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.776322    7.835675   60.394754
31 2025-08-31  35.316897    6.998418   63.274413
32 2025-09-30  34.872291    8.577362   61.717225
33 2025-10-31  34.412866    7.312923   60.620575
34 2025-11-30  33.968261    6.013141   61.209940
14:04:25 - cmdstanpy - INFO - Chain [1] start processing
14:04:25 - cmdstanpy - INFO - Chain [1] done processing
14:04:25 - cmdstanpy - INFO - Chain [1] start processing
14:04:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 651:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.468367   30.407546   77.198757
31 2025-08-31  54.045892   32.038564   74.829412
32 2025-09-30  54.604788   32.636358   77.512136
33 2025-10-31  55.182314   34.855043   76.913117
34 2025-11-30  55.741210   33.774492   75.933683
Forecast for Europe and Product 652:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.213499   15.173091   74.742223
31 2025-08-31  44.429047   16.846194   74.807376
32 2025-09-30  44.637643   15.557630   71.705458
33 2025-10-31  44.853191   14.430968   74.914932
34 2025-11-30  45.061787   13.035197   73.389979
14:04:26 - cmdstanpy - INFO - Chain [1] start processing
14:04:26 - cmdstanpy - INFO - Chain [1] done processing
14:04:26 - cmdstanpy - INFO - Chain [1] start processing
14:04:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 653:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.988241   19.444451   58.592318
31 2025-08-31  39.124141   19.275525   59.013405
32 2025-09-30  39.255656   19.679102   58.231273
33 2025-10-31  39.391555   19.821048   59.232465
34 2025-11-30  39.523071   20.327579   60.749208
Forecast for Europe and Product 654:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.107981   18.828561   70.557678
31 2025-08-31  45.188463   21.066355   70.365320
32 2025-09-30  45.266348   19.616129   69.365269
33 2025-10-31  45.346829   20.622301   69.090646
34 2025-11-30  45.424714   19.759262   70.909830
14:04:26 - cmdstanpy - INFO - Chain [1] start processing
14:04:26 - cmdstanpy - INFO - Chain [1] done processing
14:04:26 - cmdstanpy - INFO - Chain [1] start processing
14:04:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 655:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.734626    5.362745   47.013632
31 2025-08-31  24.964584    5.335047   45.399881
32 2025-09-30  24.219382    3.871585   44.611604
33 2025-10-31  23.449340    3.571778   43.086007
34 2025-11-30  22.704138    1.469695   43.788570
Forecast for Europe and Product 656:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.200576   29.575522   68.927086
31 2025-08-31  49.723559   30.321901   70.554212
32 2025-09-30  50.229671   30.748276   72.067229
33 2025-10-31  50.752653   29.160647   69.071171
34 2025-11-30  51.258765   32.089059   71.335702
14:04:26 - cmdstanpy - INFO - Chain [1] start processing
14:04:26 - cmdstanpy - INFO - Chain [1] done processing
14:04:26 - cmdstanpy - INFO - Chain [1] start processing
14:04:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 657:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.529747   17.902421   60.697141
31 2025-08-31  39.306871   17.374097   61.158643
32 2025-09-30  39.091185   17.762093   60.379269
33 2025-10-31  38.868309   18.194939   60.864632
34 2025-11-30  38.652623   15.398518   60.259126
Forecast for Europe and Product 658:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.856817   26.505902   60.254195
31 2025-08-31  45.198885   27.347696   61.384470
32 2025-09-30  45.529919   28.672521   62.253619
33 2025-10-31  45.871987   29.105498   61.710140
34 2025-11-30  46.203021   27.360906   61.185081
14:04:27 - cmdstanpy - INFO - Chain [1] start processing
14:04:27 - cmdstanpy - INFO - Chain [1] done processing
14:04:27 - cmdstanpy - INFO - Chain [1] start processing
14:04:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 659:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.441714   23.805356   58.609736
31 2025-08-31  41.539277   23.409121   59.937164
32 2025-09-30  41.633693   22.977733   60.228760
33 2025-10-31  41.731255   24.568450   60.106311
34 2025-11-30  41.825671   22.529427   59.402305
Forecast for Europe and Product 660:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.687432   25.509478   61.221007
31 2025-08-31  43.862650   25.275038   61.908664
32 2025-09-30  44.032215   26.794644   62.786981
33 2025-10-31  44.207433   27.037799   62.336887
34 2025-11-30  44.376998   26.109122   63.875241
14:04:27 - cmdstanpy - INFO - Chain [1] start processing
14:04:27 - cmdstanpy - INFO - Chain [1] done processing
14:04:27 - cmdstanpy - INFO - Chain [1] start processing
14:04:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 661:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  66.321534   46.537182   87.399049
31 2025-08-31  67.608926   47.843368   87.560906
32 2025-09-30  68.854788   49.541059   89.985939
33 2025-10-31  70.142179   49.263877   90.166495
34 2025-11-30  71.388042   49.709698   89.265945
Forecast for Europe and Product 662:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.237471   -4.274896   45.162413
31 2025-08-31  19.316973   -4.064394   41.855084
32 2025-09-30  18.426170   -4.470423   44.537201
33 2025-10-31  17.505672   -8.528137   40.780011
34 2025-11-30  16.614868   -7.413181   40.871090
14:04:27 - cmdstanpy - INFO - Chain [1] start processing
14:04:27 - cmdstanpy - INFO - Chain [1] done processing
14:04:27 - cmdstanpy - INFO - Chain [1] start processing
14:04:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 663:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.149624   26.830781   56.598195
31 2025-08-31  41.184560   25.581873   56.057811
32 2025-09-30  41.218369   25.450138   56.350729
33 2025-10-31  41.253305   27.664724   56.834411
34 2025-11-30  41.287115   25.704361   55.826187
Forecast for Europe and Product 664:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.268468   24.850712   58.099242
31 2025-08-31  41.457745   23.421743   57.109809
32 2025-09-30  41.640916   25.061826   60.087675
33 2025-10-31  41.830193   24.708508   58.817785
34 2025-11-30  42.013364   25.482150   58.811270
14:04:28 - cmdstanpy - INFO - Chain [1] start processing
14:04:28 - cmdstanpy - INFO - Chain [1] done processing
14:04:28 - cmdstanpy - INFO - Chain [1] start processing
14:04:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 665:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.277725   30.356817   66.307732
31 2025-08-31  48.358131   30.721125   66.235573
32 2025-09-30  48.435943   30.219903   66.460076
33 2025-10-31  48.516349   27.772493   66.705754
34 2025-11-30  48.594161   30.718692   68.201791
Forecast for Europe and Product 666:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.543768   14.977840   56.853628
31 2025-08-31  35.305171   12.782084   57.905894
32 2025-09-30  35.074272   12.300287   56.335004
33 2025-10-31  34.835675   13.670162   55.396886
34 2025-11-30  34.604775   13.778059   54.915520
14:04:28 - cmdstanpy - INFO - Chain [1] start processing
14:04:28 - cmdstanpy - INFO - Chain [1] done processing
14:04:28 - cmdstanpy - INFO - Chain [1] start processing
14:04:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 667:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.277696   28.502063   64.100563
31 2025-08-31  45.655317   28.226203   63.151813
32 2025-09-30  46.020757   27.876576   64.148112
33 2025-10-31  46.398378   28.114205   64.503129
34 2025-11-30  46.763818   29.268546   64.336316
Forecast for Europe and Product 668:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.858238   23.421582   61.410196
31 2025-08-31  42.079634   21.574932   60.714303
32 2025-09-30  42.293888   22.802602   61.273802
33 2025-10-31  42.515284   23.446606   59.791378
34 2025-11-30  42.729538   22.343530   62.327748
14:04:28 - cmdstanpy - INFO - Chain [1] start processing
14:04:28 - cmdstanpy - INFO - Chain [1] done processing
14:04:29 - cmdstanpy - INFO - Chain [1] start processing
14:04:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 669:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.299605   26.758452   59.439593
31 2025-08-31  43.668083   28.281760   58.841855
32 2025-09-30  44.024675   28.085943   58.852817
33 2025-10-31  44.393153   27.947296   61.079041
34 2025-11-30  44.749745   29.443952   60.407362
Forecast for Europe and Product 670:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.412755   27.658313   54.967264
31 2025-08-31  41.505597   27.943322   55.639250
32 2025-09-30  41.595444   27.367200   55.448914
33 2025-10-31  41.688285   27.936982   55.646481
34 2025-11-30  41.778132   27.352439   56.898655
14:04:29 - cmdstanpy - INFO - Chain [1] start processing
14:04:29 - cmdstanpy - INFO - Chain [1] done processing
14:04:29 - cmdstanpy - INFO - Chain [1] start processing
14:04:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 671:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.450223    7.726936   43.237225
31 2025-08-31  24.806533    7.592320   41.564459
32 2025-09-30  24.183607    5.351325   40.864502
33 2025-10-31  23.539917    4.825711   41.761032
34 2025-11-30  22.916991    4.512451   39.613595
Forecast for Europe and Product 672:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.211083   -1.035930   33.487454
31 2025-08-31  15.080296   -0.808344   31.567802
32 2025-09-30  13.985985   -1.928288   31.023331
33 2025-10-31  12.855198   -3.485226   29.020383
34 2025-11-30  11.760887   -5.819636   29.076820
14:04:29 - cmdstanpy - INFO - Chain [1] start processing
14:04:29 - cmdstanpy - INFO - Chain [1] done processing
14:04:29 - cmdstanpy - INFO - Chain [1] start processing
14:04:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 673:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.120257   19.321259   65.642160
31 2025-08-31  43.212239   20.662034   65.528559
32 2025-09-30  43.301253   20.824371   69.609873
33 2025-10-31  43.393235   18.766680   67.322836
34 2025-11-30  43.482249   21.209433   67.757932
Forecast for Europe and Product 674:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.830594   38.693622   85.490693
31 2025-08-31  61.655959   37.898806   83.673487
32 2025-09-30  62.454699   38.820815   86.231183
33 2025-10-31  63.280063   40.773205   86.918065
34 2025-11-30  64.078803   42.100183   85.911911
14:04:29 - cmdstanpy - INFO - Chain [1] start processing
14:04:29 - cmdstanpy - INFO - Chain [1] done processing
14:04:30 - cmdstanpy - INFO - Chain [1] start processing
14:04:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 675:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.063443   25.318723   57.615838
31 2025-08-31  41.400178   24.725320   58.006378
32 2025-09-30  41.726050   24.731158   58.957142
33 2025-10-31  42.062785   24.884355   58.392634
34 2025-11-30  42.388658   27.104256   59.554979
Forecast for Europe and Product 676:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.913880   20.613929   47.561811
31 2025-08-31  32.540677   17.400127   46.103214
32 2025-09-30  32.179512   19.299468   45.941173
33 2025-10-31  31.806309   18.076577   45.619397
34 2025-11-30  31.445144   17.830000   45.414167
14:04:30 - cmdstanpy - INFO - Chain [1] start processing
14:04:30 - cmdstanpy - INFO - Chain [1] done processing
14:04:30 - cmdstanpy - INFO - Chain [1] start processing
14:04:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 677:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.157929   22.872625   56.650853
31 2025-08-31  40.331783   22.475008   56.529902
32 2025-09-30  40.500028   23.885007   56.989995
33 2025-10-31  40.673881   24.021616   57.944606
34 2025-11-30  40.842126   23.946719   56.701569
Forecast for Europe and Product 678:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.975585   21.515064   59.727319
31 2025-08-31  40.062583   21.028791   60.272169
32 2025-09-30  40.146774   21.611513   59.497671
33 2025-10-31  40.233771   20.414394   60.343824
34 2025-11-30  40.317962   21.846791   59.935545
14:04:30 - cmdstanpy - INFO - Chain [1] start processing
14:04:30 - cmdstanpy - INFO - Chain [1] done processing
14:04:30 - cmdstanpy - INFO - Chain [1] start processing
14:04:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 679:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.304070   29.208261   73.135651
31 2025-08-31  51.764976   30.067693   72.280275
32 2025-09-30  52.211013   32.237705   74.503649
33 2025-10-31  52.671919   30.327837   74.098722
34 2025-11-30  53.117957   29.303005   75.955486
Forecast for Europe and Product 680:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.088773   13.854749   54.411245
31 2025-08-31  33.626730   12.939850   54.488656
32 2025-09-30  33.179593   12.297557   52.984878
33 2025-10-31  32.717551   13.072966   53.514004
34 2025-11-30  32.270413   11.395599   52.877295
14:04:30 - cmdstanpy - INFO - Chain [1] start processing
14:04:30 - cmdstanpy - INFO - Chain [1] done processing
14:04:31 - cmdstanpy - INFO - Chain [1] start processing
14:04:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 681:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.969862   22.363645   56.901301
31 2025-08-31  38.704092   22.735016   55.603020
32 2025-09-30  38.446896   22.980005   55.684382
33 2025-10-31  38.181127   22.473613   54.456405
34 2025-11-30  37.923931   20.040640   55.586242
Forecast for Europe and Product 682:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.152536   26.146368   67.889142
31 2025-08-31  47.446321   27.275672   68.775805
32 2025-09-30  47.730628   26.345636   68.083386
33 2025-10-31  48.024412   28.702921   69.004834
34 2025-11-30  48.308720   27.519056   68.868775
14:04:31 - cmdstanpy - INFO - Chain [1] start processing
14:04:31 - cmdstanpy - INFO - Chain [1] done processing
14:04:31 - cmdstanpy - INFO - Chain [1] start processing
14:04:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 683:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.913778   21.496395   64.988662
31 2025-08-31  44.151725   23.265254   65.475480
32 2025-09-30  44.381995   23.947454   67.461305
33 2025-10-31  44.619942   23.652493   68.303673
34 2025-11-30  44.850212   21.425571   63.814247
Forecast for Europe and Product 684:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.659150   41.872079   74.645401
31 2025-08-31  59.603195   42.089430   76.585604
32 2025-09-30  60.516786   44.175141   76.683730
33 2025-10-31  61.460830   44.852889   77.159289
34 2025-11-30  62.374422   46.943335   79.521118
14:04:31 - cmdstanpy - INFO - Chain [1] start processing
14:04:31 - cmdstanpy - INFO - Chain [1] done processing
14:04:31 - cmdstanpy - INFO - Chain [1] start processing
14:04:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 685:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.363315    5.055387   56.342401
31 2025-08-31  29.944932    2.620818   55.525292
32 2025-09-30  29.540045    4.806868   55.734729
33 2025-10-31  29.121662    3.619802   55.839867
34 2025-11-30  28.716775    3.922219   55.735677
Forecast for Europe and Product 686:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.058756    9.166151   46.632307
31 2025-08-31  27.446718    7.983777   45.634233
32 2025-09-30  26.854423    8.776289   45.097357
33 2025-10-31  26.242385    6.575867   45.109433
34 2025-11-30  25.650091    6.719083   45.368820
14:04:31 - cmdstanpy - INFO - Chain [1] start processing
14:04:32 - cmdstanpy - INFO - Chain [1] done processing
14:04:32 - cmdstanpy - INFO - Chain [1] start processing
14:04:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 687:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.469807   13.310709   49.591789
31 2025-08-31  31.101385   14.406180   48.845001
32 2025-09-30  30.744848   12.414832   47.931588
33 2025-10-31  30.376426   12.043627   48.378825
34 2025-11-30  30.019888   11.085856   47.884945
Forecast for Europe and Product 688:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.537401   24.417198   62.252959
31 2025-08-31  43.755927   26.016949   62.209201
32 2025-09-30  43.967403   24.839241   62.553753
33 2025-10-31  44.185928   25.916471   63.832484
34 2025-11-30  44.397404   25.514581   63.493097
14:04:32 - cmdstanpy - INFO - Chain [1] start processing
14:04:32 - cmdstanpy - INFO - Chain [1] done processing
14:04:32 - cmdstanpy - INFO - Chain [1] start processing
14:04:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 689:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.988702   20.559238   54.187655
31 2025-08-31  36.827519   20.908758   55.105096
32 2025-09-30  36.671536   19.902211   53.315466
33 2025-10-31  36.510354   20.038873   53.987777
34 2025-11-30  36.354370   18.869997   53.440456
Forecast for Europe and Product 690:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.535516   29.648041   73.244085
31 2025-08-31  53.044374   30.335029   74.649185
32 2025-09-30  53.536817   31.849118   75.338857
33 2025-10-31  54.045674   32.340382   75.750915
34 2025-11-30  54.538117   32.417023   75.562014
14:04:32 - cmdstanpy - INFO - Chain [1] start processing
14:04:32 - cmdstanpy - INFO - Chain [1] done processing
14:04:32 - cmdstanpy - INFO - Chain [1] start processing
14:04:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 691:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.260992   21.041145   68.143729
31 2025-08-31  44.510024   20.468774   68.084990
32 2025-09-30  44.751023   22.536700   67.514230
33 2025-10-31  45.000055   22.169546   67.412348
34 2025-11-30  45.241054   23.144593   68.316478
Forecast for Europe and Product 692:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.864250   31.819649   67.205922
31 2025-08-31  49.141350   31.776723   66.720946
32 2025-09-30  49.409512   30.747258   66.350328
33 2025-10-31  49.686612   31.012129   67.218027
34 2025-11-30  49.954773   31.827128   67.635576
14:04:33 - cmdstanpy - INFO - Chain [1] start processing
14:04:33 - cmdstanpy - INFO - Chain [1] done processing
14:04:33 - cmdstanpy - INFO - Chain [1] start processing
14:04:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 693:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.947199    9.482290   57.736327
31 2025-08-31  33.751126    8.713168   58.835290
32 2025-09-30  33.561378    8.208949   59.952006
33 2025-10-31  33.365305    9.563043   59.207856
34 2025-11-30  33.175557    9.574910   56.795881
Forecast for Europe and Product 694:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.091313    7.917973   52.814460
31 2025-08-31  29.577927    8.978683   52.048205
32 2025-09-30  29.081102    8.155347   52.470485
33 2025-10-31  28.567716    5.567374   51.067448
34 2025-11-30  28.070891    6.653908   50.397235
14:04:33 - cmdstanpy - INFO - Chain [1] start processing
14:04:33 - cmdstanpy - INFO - Chain [1] done processing
14:04:33 - cmdstanpy - INFO - Chain [1] start processing
Forecast for Europe and Product 695:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.043347   25.139292   56.879340
31 2025-08-31  42.263790   25.752864   59.150639
32 2025-09-30  42.477121   26.093462   58.274846
33 2025-10-31  42.697564   28.570527   60.290390
34 2025-11-30  42.910896   28.145112   58.670301
14:04:33 - cmdstanpy - INFO - Chain [1] done processing
14:04:33 - cmdstanpy - INFO - Chain [1] start processing
14:04:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 696:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.668986   43.350639   76.722836
31 2025-08-31  60.536468   45.503227   75.594374
32 2025-09-30  61.375967   43.343363   78.461864
33 2025-10-31  62.243450   44.866382   78.758583
34 2025-11-30  63.082949   46.437175   79.485098
Forecast for Europe and Product 697:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.231589   19.523628   50.745350
31 2025-08-31  35.212884   19.545564   49.613976
32 2025-09-30  35.194782   18.771712   50.312012
33 2025-10-31  35.176077   21.747867   49.762349
34 2025-11-30  35.157975   19.465670   50.020108
14:04:34 - cmdstanpy - INFO - Chain [1] start processing
14:04:34 - cmdstanpy - INFO - Chain [1] done processing
14:04:34 - cmdstanpy - INFO - Chain [1] start processing
14:04:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 698:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.507474   22.245907   59.479495
31 2025-08-31  41.711921   23.278816   59.165322
32 2025-09-30  41.909774   22.482808   60.721265
33 2025-10-31  42.114221   24.301487   60.412987
34 2025-11-30  42.312074   24.144658   60.179589
Forecast for Europe and Product 699:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.826891   16.399509   55.735839
31 2025-08-31  34.498391   15.454533   54.893509
32 2025-09-30  34.180487   15.285984   52.763472
33 2025-10-31  33.851987   14.171390   54.227238
34 2025-11-30  33.534083   13.533600   52.569124
14:04:34 - cmdstanpy - INFO - Chain [1] start processing
14:04:34 - cmdstanpy - INFO - Chain [1] done processing
14:04:34 - cmdstanpy - INFO - Chain [1] start processing
14:04:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 700:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.034399   11.683565   55.097707
31 2025-08-31  33.755299   12.579345   55.605145
32 2025-09-30  33.485201   11.016668   53.806136
33 2025-10-31  33.206100   10.741695   56.199001
34 2025-11-30  32.936002   12.648383   53.331841
Forecast for Europe and Product 701:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.792032   11.142538   50.958267
31 2025-08-31  31.401295   12.124291   51.118267
32 2025-09-30  31.023161   12.106387   52.072193
33 2025-10-31  30.632424   11.010893   50.777296
34 2025-11-30  30.254290   10.389977   49.502084
14:04:34 - cmdstanpy - INFO - Chain [1] start processing
14:04:34 - cmdstanpy - INFO - Chain [1] done processing
14:04:34 - cmdstanpy - INFO - Chain [1] start processing
14:04:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 702:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.086155   20.937123   58.667152
31 2025-08-31  40.124423   22.416642   57.783156
32 2025-09-30  40.161457   21.010162   59.311461
33 2025-10-31  40.199725   22.510511   60.753342
34 2025-11-30  40.236759   21.172288   59.213565
Forecast for Europe and Product 703:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.367370   12.574486   46.945708
31 2025-08-31  29.137731   12.326681   45.661481
32 2025-09-30  28.915499   11.644548   44.789761
33 2025-10-31  28.685859   12.194273   47.046710
34 2025-11-30  28.463627   10.618011   44.500251
14:04:35 - cmdstanpy - INFO - Chain [1] start processing
14:04:35 - cmdstanpy - INFO - Chain [1] done processing
14:04:35 - cmdstanpy - INFO - Chain [1] start processing
14:04:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 704:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.345397   14.763391   57.141116
31 2025-08-31  35.007911   14.584437   55.405827
32 2025-09-30  34.681312   15.106390   55.618726
33 2025-10-31  34.343826   14.568953   54.150551
34 2025-11-30  34.017227   14.345812   54.925652
Forecast for Europe and Product 705:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.902451   -2.845236   37.157455
31 2025-08-31  16.759888   -3.858809   37.415399
32 2025-09-30  15.654182   -4.019033   36.181456
33 2025-10-31  14.511620   -7.240220   34.902535
34 2025-11-30  13.405914   -4.706619   33.956430
14:04:35 - cmdstanpy - INFO - Chain [1] start processing
14:04:35 - cmdstanpy - INFO - Chain [1] done processing
14:04:35 - cmdstanpy - INFO - Chain [1] start processing
14:04:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 706:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.557051   10.547794   49.241057
31 2025-08-31  28.873583   11.008652   47.652210
32 2025-09-30  28.212162    9.647460   45.940173
33 2025-10-31  27.528693    9.586092   46.889167
34 2025-11-30  26.867272    6.639745   46.450515
Forecast for Europe and Product 707:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.173502   36.280589   69.608990
31 2025-08-31  53.789088   36.016900   69.431392
32 2025-09-30  54.384817   38.271242   70.354298
33 2025-10-31  55.000403   39.108724   71.519666
34 2025-11-30  55.596131   39.044374   70.905119
14:04:35 - cmdstanpy - INFO - Chain [1] start processing
14:04:35 - cmdstanpy - INFO - Chain [1] done processing
14:04:35 - cmdstanpy - INFO - Chain [1] start processing
14:04:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 708:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.614083   10.136807   46.173432
31 2025-08-31  27.617043   10.291245   44.356229
32 2025-09-30  26.652167    7.262737   44.457918
33 2025-10-31  25.655127    7.759182   43.775298
34 2025-11-30  24.690250    5.898957   42.484636
Forecast for Europe and Product 709:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.652045   20.810357   46.481983
31 2025-08-31  33.230892   20.102699   45.743458
32 2025-09-30  32.823324   21.066374   47.433550
33 2025-10-31  32.402171   21.107601   45.645777
34 2025-11-30  31.994604   18.092267   45.459283
14:04:36 - cmdstanpy - INFO - Chain [1] start processing
14:04:36 - cmdstanpy - INFO - Chain [1] done processing
14:04:36 - cmdstanpy - INFO - Chain [1] start processing
14:04:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 710:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.477477   28.473428   63.202950
31 2025-08-31  45.748471   28.599110   63.776937
32 2025-09-30  46.010723   29.039835   62.587598
33 2025-10-31  46.281717   29.022830   64.547676
34 2025-11-30  46.543969   29.709347   64.644944
Forecast for Europe and Product 711:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.120737   21.426179   62.056808
31 2025-08-31  41.200371   19.969224   61.187702
32 2025-09-30  41.277436   20.205334   61.057296
33 2025-10-31  41.357070   19.976937   63.212264
34 2025-11-30  41.434135   21.348253   62.167180
14:04:36 - cmdstanpy - INFO - Chain [1] start processing
14:04:36 - cmdstanpy - INFO - Chain [1] done processing
14:04:36 - cmdstanpy - INFO - Chain [1] start processing
14:04:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 712:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.490887   40.515378   72.446182
31 2025-08-31  56.451734   40.541405   71.893348
32 2025-09-30  57.381587   42.735269   71.500862
33 2025-10-31  58.342435   43.801055   72.544601
34 2025-11-30  59.272288   44.396906   74.669211
Forecast for Europe and Product 713:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.789708   25.902982   60.105778
31 2025-08-31  42.998717   25.222234   60.766098
32 2025-09-30  43.200985   26.131774   60.411028
33 2025-10-31  43.409994   26.507914   61.393173
34 2025-11-30  43.612262   26.669339   60.651037
14:04:36 - cmdstanpy - INFO - Chain [1] start processing
14:04:36 - cmdstanpy - INFO - Chain [1] done processing
14:04:37 - cmdstanpy - INFO - Chain [1] start processing
14:04:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 714:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.445667    9.285148   48.338593
31 2025-08-31  27.929186    9.414496   47.345161
32 2025-09-30  27.429366    7.365231   47.163014
33 2025-10-31  26.912886    7.708244   47.456650
34 2025-11-30  26.413066    6.247625   46.225232
Forecast for Europe and Product 715:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.106716   37.519627   77.006753
31 2025-08-31  57.968498   38.113844   77.168698
32 2025-09-30  58.802482   38.464704   78.755748
33 2025-10-31  59.664265   38.804533   79.236489
34 2025-11-30  60.498248   39.476626   81.156653
14:04:37 - cmdstanpy - INFO - Chain [1] start processing
14:04:37 - cmdstanpy - INFO - Chain [1] done processing
14:04:37 - cmdstanpy - INFO - Chain [1] start processing
14:04:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 716:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.720659   39.912999   84.235626
31 2025-08-31  62.483731   41.604416   83.954839
32 2025-09-30  63.222188   41.431968   85.275877
33 2025-10-31  63.985260   42.653320   85.167518
34 2025-11-30  64.723717   41.999851   87.375105
Forecast for Europe and Product 717:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.036614   35.407851   65.654866
31 2025-08-31  51.519101   37.782947   65.778752
32 2025-09-30  51.986025   38.415799   66.635487
33 2025-10-31  52.468512   37.926049   66.419261
34 2025-11-30  52.935435   38.372490   67.552746
14:04:37 - cmdstanpy - INFO - Chain [1] start processing
14:04:37 - cmdstanpy - INFO - Chain [1] done processing
14:04:37 - cmdstanpy - INFO - Chain [1] start processing
14:04:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 718:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.185904   14.393421   57.882389
31 2025-08-31  34.960029   11.181016   58.532912
32 2025-09-30  34.741440   12.828998   55.040318
33 2025-10-31  34.515564    9.596135   57.508374
34 2025-11-30  34.296975   13.064594   56.395491
Forecast for Europe and Product 719:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.618226   17.442001   60.883224
31 2025-08-31  39.616538   18.481230   61.595421
32 2025-09-30  39.614904   18.135600   61.326080
33 2025-10-31  39.613215   17.925440   61.442986
34 2025-11-30  39.611581   18.731504   61.061096
14:04:37 - cmdstanpy - INFO - Chain [1] start processing
14:04:37 - cmdstanpy - INFO - Chain [1] done processing
14:04:38 - cmdstanpy - INFO - Chain [1] start processing
14:04:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 720:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  55.807772   38.354443   73.976053
30 2025-08-31  56.503188   39.917973   74.604360
31 2025-09-30  57.176171   41.391495   75.795662
32 2025-10-31  57.871586   40.657159   76.050990
33 2025-11-30  58.544569   41.965137   75.001123
Forecast for Europe and Product 721:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.426402   29.970656   83.353480
31 2025-08-31  58.227524   30.515440   86.652470
32 2025-09-30  59.002803   33.969892   86.099848
33 2025-10-31  59.803925   33.503425   87.287421
34 2025-11-30  60.579204   33.427929   89.049271
14:04:38 - cmdstanpy - INFO - Chain [1] start processing
14:04:38 - cmdstanpy - INFO - Chain [1] done processing
14:04:38 - cmdstanpy - INFO - Chain [1] start processing
14:04:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 722:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.131454   21.936570   62.260194
31 2025-08-31  42.087562   20.200374   62.068707
32 2025-09-30  42.045086   21.076132   62.522048
33 2025-10-31  42.001195   21.274637   64.097734
34 2025-11-30  41.958719   21.143123   63.522098
Forecast for Europe and Product 723:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.767750   24.178709   67.355661
31 2025-08-31  46.135149   23.953033   68.307969
32 2025-09-30  46.490697   25.061374   66.665766
33 2025-10-31  46.858096   24.954415   69.710229
34 2025-11-30  47.213643   25.887917   67.686416
14:04:38 - cmdstanpy - INFO - Chain [1] start processing
14:04:38 - cmdstanpy - INFO - Chain [1] done processing
14:04:38 - cmdstanpy - INFO - Chain [1] start processing
14:04:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 724:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.492744    1.154559   45.020184
31 2025-08-31  21.458950    0.312293   43.739323
32 2025-09-30  20.458503   -0.559503   40.796894
33 2025-10-31  19.424709   -1.543199   40.990515
34 2025-11-30  18.424263   -2.702649   39.496046
Forecast for Europe and Product 725:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.427588   23.941489   61.257575
31 2025-08-31  41.525268   22.689695   59.692294
32 2025-09-30  41.619796   22.281420   61.109738
33 2025-10-31  41.717476   21.973347   60.290048
34 2025-11-30  41.812004   22.195012   58.490483
14:04:38 - cmdstanpy - INFO - Chain [1] start processing
14:04:38 - cmdstanpy - INFO - Chain [1] done processing
14:04:39 - cmdstanpy - INFO - Chain [1] start processing
14:04:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 726:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.201237   25.755469   77.721954
31 2025-08-31  51.374231   26.588729   75.585399
32 2025-09-30  51.541645   28.986072   75.348422
33 2025-10-31  51.714639   26.898422   76.185695
34 2025-11-30  51.882053   27.353265   73.500430
Forecast for Europe and Product 727:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.482307   29.588883   62.754997
31 2025-08-31  46.736652   30.458193   62.421859
32 2025-09-30  46.982791   30.242221   63.611728
33 2025-10-31  47.237136   29.598924   63.270116
34 2025-11-30  47.483275   31.310198   64.486978
14:04:39 - cmdstanpy - INFO - Chain [1] start processing
14:04:39 - cmdstanpy - INFO - Chain [1] done processing
14:04:39 - cmdstanpy - INFO - Chain [1] start processing
14:04:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 728:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.568184   -2.174160   43.733856
31 2025-08-31  21.601275    0.119625   43.523838
32 2025-09-30  20.665557   -1.518585   43.628056
33 2025-10-31  19.698648   -2.958149   43.864400
34 2025-11-30  18.762930   -3.899332   41.680101
Forecast for Europe and Product 729:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.814117   23.194458   60.530467
31 2025-08-31  41.891289   21.289963   61.841187
32 2025-09-30  41.965971   23.534818   61.093468
33 2025-10-31  42.043143   21.283730   62.483750
34 2025-11-30  42.117826   23.228898   60.745308
14:04:39 - cmdstanpy - INFO - Chain [1] start processing
14:04:39 - cmdstanpy - INFO - Chain [1] done processing
14:04:39 - cmdstanpy - INFO - Chain [1] start processing
14:04:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 730:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.853167    4.530610   47.890258
31 2025-08-31  26.056229    4.719731   47.279715
32 2025-09-30  25.285000    5.063714   46.716009
33 2025-10-31  24.488062    4.043244   45.167783
34 2025-11-30  23.716832    3.458037   45.768788
Forecast for Europe and Product 731:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.255850    5.761198   49.575948
31 2025-08-31  26.729165    5.889086   48.125054
32 2025-09-30  26.219470    4.345670   48.988009
33 2025-10-31  25.692785    5.124107   48.347630
34 2025-11-30  25.183090    3.689499   45.661688
14:04:39 - cmdstanpy - INFO - Chain [1] start processing
14:04:39 - cmdstanpy - INFO - Chain [1] done processing
14:04:40 - cmdstanpy - INFO - Chain [1] start processing
14:04:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 732:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.945398    8.595395   48.556591
31 2025-08-31  27.448753    8.198579   47.620941
32 2025-09-30  26.968129    6.505678   45.978313
33 2025-10-31  26.471485    8.545184   46.672079
34 2025-11-30  25.990861    6.534543   44.844185
Forecast for Europe and Product 733:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.873172   25.330357   65.737340
31 2025-08-31  46.193945   27.021352   66.099983
32 2025-09-30  46.504371   26.694701   67.997293
33 2025-10-31  46.825145   27.788424   67.416147
34 2025-11-30  47.135571   27.725623   66.186964
14:04:40 - cmdstanpy - INFO - Chain [1] start processing
14:04:40 - cmdstanpy - INFO - Chain [1] done processing
14:04:40 - cmdstanpy - INFO - Chain [1] start processing
14:04:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 734:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.188781   41.495790   77.746276
31 2025-08-31  60.032532   43.311128   77.265924
32 2025-09-30  60.849066   43.684556   79.265793
33 2025-10-31  61.692818   44.483756   79.931774
34 2025-11-30  62.509352   44.086696   80.368673
Forecast for Europe and Product 735:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.588362   11.694733   57.518450
31 2025-08-31  33.043788    8.651597   56.896236
32 2025-09-30  32.516781    9.785758   55.856279
33 2025-10-31  31.972207    8.990980   56.455335
34 2025-11-30  31.445199    8.929450   53.494455
14:04:40 - cmdstanpy - INFO - Chain [1] start processing
14:04:40 - cmdstanpy - INFO - Chain [1] done processing
14:04:40 - cmdstanpy - INFO - Chain [1] start processing
14:04:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 736:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.247327   14.935696   53.805773
31 2025-08-31  33.920552   14.398330   52.582670
32 2025-09-30  33.604317   14.267615   53.045289
33 2025-10-31  33.277542   13.106608   53.253799
34 2025-11-30  32.961308   13.513049   53.622344
Forecast for Europe and Product 737:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.373045    5.442026   45.370503
31 2025-08-31  25.649596    5.477373   47.194532
32 2025-09-30  24.949483    2.701167   46.558596
33 2025-10-31  24.226034    2.517211   45.760903
34 2025-11-30  23.525921    2.432681   44.402489
14:04:40 - cmdstanpy - INFO - Chain [1] start processing
14:04:40 - cmdstanpy - INFO - Chain [1] done processing
14:04:41 - cmdstanpy - INFO - Chain [1] start processing
14:04:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 738:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.011111    3.794790   37.425265
31 2025-08-31  20.221868    3.293191   35.452534
32 2025-09-30  19.458085    3.124093   37.200571
33 2025-10-31  18.668842    1.737966   36.267709
34 2025-11-30  17.905059    1.389685   34.302758
Forecast for Europe and Product 739:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.124762   16.686996   57.980420
31 2025-08-31  38.153937   18.379836   58.873251
32 2025-09-30  38.182172   17.295655   58.707003
33 2025-10-31  38.211348   17.815493   57.891100
34 2025-11-30  38.239582   17.521167   58.923547
14:04:41 - cmdstanpy - INFO - Chain [1] start processing
14:04:41 - cmdstanpy - INFO - Chain [1] done processing
14:04:41 - cmdstanpy - INFO - Chain [1] start processing
14:04:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 740:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.728241   14.910311   54.239634
31 2025-08-31  33.700547   12.473189   54.377642
32 2025-09-30  33.673746   12.965345   53.776587
33 2025-10-31  33.646052   13.600627   55.360468
34 2025-11-30  33.619252   14.440590   52.670328
Forecast for Europe and Product 741:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.320117   12.665778   47.956528
31 2025-08-31  29.633788   12.903346   47.721593
32 2025-09-30  28.969599   11.224506   45.099201
33 2025-10-31  28.283271   10.843464   46.097790
34 2025-11-30  27.619082   10.131055   45.175279
14:04:41 - cmdstanpy - INFO - Chain [1] start processing
14:04:41 - cmdstanpy - INFO - Chain [1] done processing
14:04:41 - cmdstanpy - INFO - Chain [1] start processing
14:04:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 742:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.726826   -8.399144   37.574108
31 2025-08-31  13.488651  -10.024187   36.994829
32 2025-09-30  12.290418  -12.626141   36.415691
33 2025-10-31  11.052243  -12.870257   33.201195
34 2025-11-30   9.854010  -12.662762   33.546633
Forecast for Europe and Product 743:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.056808    8.519683   43.594252
31 2025-08-31  25.441620    6.039361   42.883877
32 2025-09-30  24.846277    6.750271   43.250858
33 2025-10-31  24.231089    5.760840   41.011450
34 2025-11-30  23.635745    4.620722   41.805799
14:04:42 - cmdstanpy - INFO - Chain [1] start processing
14:04:42 - cmdstanpy - INFO - Chain [1] done processing
14:04:42 - cmdstanpy - INFO - Chain [1] start processing
14:04:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 744:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.265778   14.914907   46.557807
31 2025-08-31  30.854559   14.339709   47.071929
32 2025-09-30  30.456604   13.372862   46.861636
33 2025-10-31  30.045384   14.861059   47.473866
34 2025-11-30  29.647429   13.416285   45.063223
Forecast for Europe and Product 745:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.148578    7.744763   55.642692
31 2025-08-31  31.815834    8.098774   56.654543
32 2025-09-30  31.493823    6.490405   56.718934
33 2025-10-31  31.161078    6.394009   54.283690
34 2025-11-30  30.839067    7.518999   54.405216
14:04:42 - cmdstanpy - INFO - Chain [1] start processing
14:04:42 - cmdstanpy - INFO - Chain [1] done processing
14:04:42 - cmdstanpy - INFO - Chain [1] start processing
14:04:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 746:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.066310   13.393001   47.476100
31 2025-08-31  29.527022   11.063293   46.820132
32 2025-09-30  29.005131   10.943796   46.118905
33 2025-10-31  28.465843   10.384337   46.763139
34 2025-11-30  27.943951   10.231322   45.221292
Forecast for Europe and Product 747:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.982284    0.578126   36.068648
31 2025-08-31  17.085295   -0.163730   34.750792
32 2025-09-30  16.217241   -0.135466   32.494164
33 2025-10-31  15.320252   -2.629320   32.701592
34 2025-11-30  14.452198   -2.613600   32.827343
14:04:42 - cmdstanpy - INFO - Chain [1] start processing
14:04:42 - cmdstanpy - INFO - Chain [1] done processing
14:04:42 - cmdstanpy - INFO - Chain [1] start processing
14:04:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 748:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.066970   10.510592   42.761931
31 2025-08-31  26.625642   10.723346   41.645175
32 2025-09-30  26.198551    9.297532   42.207138
33 2025-10-31  25.757224    9.791483   42.479072
34 2025-11-30  25.330133    9.082663   40.483657
Forecast for Europe and Product 749:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.479259   40.491811   83.910459
31 2025-08-31  63.333352   39.794599   85.021856
32 2025-09-30  64.159894   42.680662   87.556963
33 2025-10-31  65.013987   42.204468   89.406622
34 2025-11-30  65.840528   42.429087   88.118445
14:04:43 - cmdstanpy - INFO - Chain [1] start processing
14:04:43 - cmdstanpy - INFO - Chain [1] done processing
14:04:43 - cmdstanpy - INFO - Chain [1] start processing
14:04:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 750:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.804027    8.542941   40.714434
31 2025-08-31  23.668121    8.127884   40.669842
32 2025-09-30  22.568856    6.282322   39.028582
33 2025-10-31  21.432950    5.139178   38.847105
34 2025-11-30  20.333685    3.454010   36.070838
Forecast for Europe and Product 751:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.288267    3.652422   41.269592
31 2025-08-31  21.624266    1.740901   40.129706
32 2025-09-30  20.981684    3.469329   40.179112
33 2025-10-31  20.317683   -0.050520   39.004682
34 2025-11-30  19.675101    0.128016   37.119546
14:04:43 - cmdstanpy - INFO - Chain [1] start processing
14:04:43 - cmdstanpy - INFO - Chain [1] done processing
14:04:43 - cmdstanpy - INFO - Chain [1] start processing
14:04:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 752:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.735672   11.777531   54.187938
31 2025-08-31  33.182487   11.091683   54.011847
32 2025-09-30  32.647148   13.060434   54.065393
33 2025-10-31  32.093963   11.577842   53.781808
34 2025-11-30  31.558623   11.290980   52.442803
Forecast for Europe and Product 753:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.300851   22.770119   65.564990
31 2025-08-31  44.415338   22.891878   64.485943
32 2025-09-30  44.526132   22.633844   64.720816
33 2025-10-31  44.640619   23.824680   65.756956
34 2025-11-30  44.751413   23.430505   65.474527
14:04:43 - cmdstanpy - INFO - Chain [1] start processing
14:04:43 - cmdstanpy - INFO - Chain [1] done processing
14:04:43 - cmdstanpy - INFO - Chain [1] start processing
14:04:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 754:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.203037   14.339077   58.331385
31 2025-08-31  35.960628   14.669160   57.984401
32 2025-09-30  35.726039   14.228961   57.087186
33 2025-10-31  35.483630   13.416125   56.377264
34 2025-11-30  35.249041   14.008654   56.692761
Forecast for Europe and Product 755:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.028468   12.343509   53.319331
31 2025-08-31  32.431307   12.228248   53.839768
32 2025-09-30  31.853409   11.471355   55.062627
33 2025-10-31  31.256248    8.555633   52.500044
34 2025-11-30  30.678351   10.802034   52.261150
14:04:44 - cmdstanpy - INFO - Chain [1] start processing
14:04:44 - cmdstanpy - INFO - Chain [1] done processing
14:04:44 - cmdstanpy - INFO - Chain [1] start processing
14:04:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 756:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.769955   41.289624   71.653484
31 2025-08-31  56.791736   41.884224   72.778229
32 2025-09-30  57.780556   42.886845   73.291774
33 2025-10-31  58.802336   44.477076   73.628662
34 2025-11-30  59.791156   44.175286   75.797009
Forecast for Europe and Product 757:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.825722    9.553695   41.084650
31 2025-08-31  24.229843    7.728653   40.062303
32 2025-09-30  23.653187    7.893497   38.126081
33 2025-10-31  23.057308    6.615304   38.159640
34 2025-11-30  22.480652    5.817110   38.505722
14:04:44 - cmdstanpy - INFO - Chain [1] start processing
14:04:44 - cmdstanpy - INFO - Chain [1] done processing
14:04:44 - cmdstanpy - INFO - Chain [1] start processing
14:04:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 758:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.089487   29.778415   62.742922
31 2025-08-31  47.399695   30.071435   63.922160
32 2025-09-30  47.699896   30.715114   64.223407
33 2025-10-31  48.010104   31.458758   63.497624
34 2025-11-30  48.310306   31.328989   64.790736
Forecast for Europe and Product 759:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.607879    9.338772   55.970713
31 2025-08-31  33.169947    9.545086   58.628246
32 2025-09-30  32.746142   10.790071   58.824710
33 2025-10-31  32.308210    8.001608   57.917714
34 2025-11-30  31.884404    7.123198   57.467245
14:04:44 - cmdstanpy - INFO - Chain [1] start processing
14:04:44 - cmdstanpy - INFO - Chain [1] done processing
14:04:44 - cmdstanpy - INFO - Chain [1] start processing
14:04:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 760:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.925640   28.881711   60.267946
31 2025-08-31  44.282927   28.284646   60.243374
32 2025-09-30  44.628689   29.355723   59.594178
33 2025-10-31  44.985977   30.326738   60.000071
34 2025-11-30  45.331739   31.287215   60.019313
Forecast for Europe and Product 761:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.957278   16.858438   58.395614
31 2025-08-31  36.987137   14.993468   58.259542
32 2025-09-30  37.016032   15.708932   58.124630
33 2025-10-31  37.045891   15.542608   57.202122
34 2025-11-30  37.074786   15.866392   57.955186
14:04:45 - cmdstanpy - INFO - Chain [1] start processing
14:04:45 - cmdstanpy - INFO - Chain [1] done processing
14:04:45 - cmdstanpy - INFO - Chain [1] start processing
14:04:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 762:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.692734   31.012921   79.532045
31 2025-08-31  57.310080   31.268393   83.717003
32 2025-09-30  57.907512   32.272922   84.278956
33 2025-10-31  58.524858   32.508945   84.258741
34 2025-11-30  59.122290   34.706370   84.781063
Forecast for Europe and Product 763:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.547518   22.519620   63.026837
31 2025-08-31  42.711914   23.030962   62.802681
32 2025-09-30  42.871006   22.510906   62.809218
33 2025-10-31  43.035401   23.167839   61.452282
34 2025-11-30  43.194493   23.915922   62.326284
14:04:45 - cmdstanpy - INFO - Chain [1] start processing
14:04:45 - cmdstanpy - INFO - Chain [1] done processing
14:04:45 - cmdstanpy - INFO - Chain [1] start processing
14:04:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 764:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.331853   43.320001   79.314419
31 2025-08-31  61.306494   44.431415   79.146587
32 2025-09-30  62.249696   45.254617   79.227995
33 2025-10-31  63.224337   45.814381   80.329174
34 2025-11-30  64.167538   46.069183   81.418489
Forecast for Europe and Product 765:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.928477   22.416173   58.810100
31 2025-08-31  40.044233   22.529596   57.358994
32 2025-09-30  40.156256   21.978605   58.900288
33 2025-10-31  40.272012   22.418485   57.253085
34 2025-11-30  40.384035   21.046289   58.373324
14:04:45 - cmdstanpy - INFO - Chain [1] start processing
14:04:45 - cmdstanpy - INFO - Chain [1] done processing
14:04:46 - cmdstanpy - INFO - Chain [1] start processing
14:04:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 766:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.032660   18.103889   67.440375
31 2025-08-31  41.952979   16.972947   66.461626
32 2025-09-30  41.875867   17.982778   67.578594
33 2025-10-31  41.796185   17.801100   67.187765
34 2025-11-30  41.719074   15.520956   66.617519
Forecast for Europe and Product 767:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.991104    4.417806   39.335843
31 2025-08-31  22.524788    4.450567   39.354612
32 2025-09-30  22.073514    3.600911   40.967068
33 2025-10-31  21.607198    3.565210   39.187772
34 2025-11-30  21.155924    3.802441   38.761714
14:04:46 - cmdstanpy - INFO - Chain [1] start processing
14:04:46 - cmdstanpy - INFO - Chain [1] done processing
14:04:46 - cmdstanpy - INFO - Chain [1] start processing
14:04:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 768:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.509892   17.650204   60.974373
31 2025-08-31  38.335827   15.618640   62.433809
32 2025-09-30  38.167377   15.011052   60.395321
33 2025-10-31  37.993311   16.096334   62.554039
34 2025-11-30  37.824861   14.150500   59.966923
14:04:46 - cmdstanpy - INFO - Chain [1] start processing
14:04:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 769:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.132447   30.629729   62.368612
31 2025-08-31  46.491552   31.882208   61.303888
32 2025-09-30  46.839073   31.402028   61.157427
33 2025-10-31  47.198179   29.578060   62.523319
34 2025-11-30  47.545700   32.158239   62.386834
Forecast for Europe and Product 770:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.106783   24.374326   66.271119
31 2025-08-31  46.305964   24.160060   68.430336
32 2025-09-30  46.498720   23.102404   67.395350
33 2025-10-31  46.697901   25.671076   68.599546
34 2025-11-30  46.890657   24.192403   67.000819
14:04:46 - cmdstanpy - INFO - Chain [1] start processing
14:04:46 - cmdstanpy - INFO - Chain [1] done processing
14:04:46 - cmdstanpy - INFO - Chain [1] start processing
14:04:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 771:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.821600    6.849521   45.115321
31 2025-08-31  26.116156    6.262788   47.629618
32 2025-09-30  25.433468    6.668847   44.663208
33 2025-10-31  24.728025    6.223261   43.916958
34 2025-11-30  24.045337    4.535347   43.547466
Forecast for Europe and Product 772:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.793800    8.606456   46.492201
31 2025-08-31  28.384445    9.439660   47.060118
32 2025-09-30  27.988294   10.346439   46.402128
33 2025-10-31  27.578939    7.899595   47.418858
34 2025-11-30  27.182789    8.362172   46.548101
14:04:47 - cmdstanpy - INFO - Chain [1] start processing
14:04:47 - cmdstanpy - INFO - Chain [1] done processing
14:04:47 - cmdstanpy - INFO - Chain [1] start processing
14:04:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 773:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.718129   33.547304   75.864684
31 2025-08-31  55.464805   35.513510   75.737480
32 2025-09-30  56.187396   36.329372   77.982873
33 2025-10-31  56.934072   33.606263   78.031759
34 2025-11-30  57.656662   37.065964   78.774156
Forecast for Europe and Product 774:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.521779   17.058276   49.515725
31 2025-08-31  32.364794   16.261482   47.723827
32 2025-09-30  32.212873   17.408588   47.221586
33 2025-10-31  32.055888   16.001539   46.909530
34 2025-11-30  31.903967   15.191074   47.364256
14:04:47 - cmdstanpy - INFO - Chain [1] start processing
14:04:47 - cmdstanpy - INFO - Chain [1] done processing
14:04:47 - cmdstanpy - INFO - Chain [1] start processing
14:04:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 775:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.604897   10.541358   48.998481
31 2025-08-31  29.227326    9.313915   48.396033
32 2025-09-30  28.861936    8.351886   48.628967
33 2025-10-31  28.484365    8.768421   47.208544
34 2025-11-30  28.118975    8.017932   48.345513
Forecast for Europe and Product 776:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.082589   32.903195   71.581221
31 2025-08-31  52.675786   33.009276   72.712357
32 2025-09-30  53.249848   32.669101   73.930142
33 2025-10-31  53.843046   33.755135   73.969172
34 2025-11-30  54.417108   33.151197   74.968501
14:04:47 - cmdstanpy - INFO - Chain [1] start processing
14:04:47 - cmdstanpy - INFO - Chain [1] done processing
14:04:48 - cmdstanpy - INFO - Chain [1] start processing
14:04:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 777:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.324510   23.783690   55.735052
31 2025-08-31  40.284294   24.452141   57.042698
32 2025-09-30  40.245375   23.584169   55.978126
33 2025-10-31  40.205159   23.863650   56.220452
34 2025-11-30  40.166241   24.183372   56.996198
Forecast for Europe and Product 778:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.570842   13.839820   62.255955
31 2025-08-31  38.416021   11.228652   64.533581
32 2025-09-30  38.266195   14.150143   63.092262
33 2025-10-31  38.111374   13.642274   64.398689
34 2025-11-30  37.961547   11.700482   64.006228
14:04:48 - cmdstanpy - INFO - Chain [1] start processing
14:04:48 - cmdstanpy - INFO - Chain [1] done processing
14:04:48 - cmdstanpy - INFO - Chain [1] start processing
14:04:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 779:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.808136   34.742217   65.958535
31 2025-08-31  51.225328   35.988228   65.464677
32 2025-09-30  51.629061   36.884159   66.084112
33 2025-10-31  52.046252   36.554612   66.333334
34 2025-11-30  52.449986   37.408384   67.159745
Forecast for Europe and Product 780:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.129199   28.546643   67.406751
31 2025-08-31  48.600780   28.319045   67.322092
32 2025-09-30  49.057149   29.217482   68.160512
33 2025-10-31  49.528731   29.086580   68.904809
34 2025-11-30  49.985100   30.501005   69.160817
14:04:48 - cmdstanpy - INFO - Chain [1] start processing
14:04:48 - cmdstanpy - INFO - Chain [1] done processing
14:04:48 - cmdstanpy - INFO - Chain [1] start processing
14:04:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 781:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.555891   33.430091   65.374252
31 2025-08-31  49.858517   34.307547   64.490751
32 2025-09-30  50.151381   35.106762   65.063584
33 2025-10-31  50.454007   35.367527   66.390913
34 2025-11-30  50.746871   35.365817   66.028004
Forecast for Europe and Product 782:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.277867   23.980229   56.610854
31 2025-08-31  40.106525   23.434226   57.455636
32 2025-09-30  39.940711   22.380796   56.270974
33 2025-10-31  39.769369   23.427063   56.481696
34 2025-11-30  39.603554   21.842016   58.046062
14:04:48 - cmdstanpy - INFO - Chain [1] start processing
14:04:48 - cmdstanpy - INFO - Chain [1] done processing
14:04:49 - cmdstanpy - INFO - Chain [1] start processing
14:04:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 783:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.421951    7.961085   37.236511
31 2025-08-31  21.594182    7.932294   36.368595
32 2025-09-30  20.793116    6.772788   34.730285
33 2025-10-31  19.965347    6.262953   33.339739
34 2025-11-30  19.164280    6.072010   33.520637
Forecast for Europe and Product 784:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.820656   15.356132   50.977767
31 2025-08-31  32.593388   14.498764   51.756928
32 2025-09-30  32.373452   14.503518   49.911149
33 2025-10-31  32.146184   14.947904   50.056358
34 2025-11-30  31.926247   14.132651   48.775959
14:04:49 - cmdstanpy - INFO - Chain [1] start processing
14:04:49 - cmdstanpy - INFO - Chain [1] done processing
14:04:49 - cmdstanpy - INFO - Chain [1] start processing
14:04:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 785:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.229799    7.189143   37.416760
31 2025-08-31  22.304236    6.934318   37.813780
32 2025-09-30  21.408530    5.812564   37.842942
33 2025-10-31  20.482968    4.586183   35.968338
34 2025-11-30  19.587262    4.424120   34.664013
Forecast for Europe and Product 786:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.062977    8.714721   42.693845
31 2025-08-31  25.259562    8.079435   41.982367
32 2025-09-30  24.482062    7.623749   40.956198
33 2025-10-31  23.678647    6.003789   39.266326
34 2025-11-30  22.901148    7.154849   39.728368
14:04:49 - cmdstanpy - INFO - Chain [1] start processing
14:04:49 - cmdstanpy - INFO - Chain [1] done processing
14:04:49 - cmdstanpy - INFO - Chain [1] start processing
14:04:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 787:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.387590   11.198388   53.352576
31 2025-08-31  31.842365    8.852716   51.931834
32 2025-09-30  31.314728    7.869024   51.078848
33 2025-10-31  30.769502    7.758318   52.124237
34 2025-11-30  30.241865    9.202466   51.990557
Forecast for Europe and Product 788:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.715281   21.480136   57.310333
31 2025-08-31  39.760467   23.360498   57.719753
32 2025-09-30  39.804195   22.830140   56.600954
33 2025-10-31  39.849382   23.337582   57.875964
34 2025-11-30  39.893110   22.634739   56.830883
14:04:49 - cmdstanpy - INFO - Chain [1] start processing
14:04:50 - cmdstanpy - INFO - Chain [1] done processing
14:04:50 - cmdstanpy - INFO - Chain [1] start processing
14:04:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 789:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.911270   25.028778   55.790854
31 2025-08-31  40.090746   25.512651   55.175162
32 2025-09-30  40.264433   24.197154   56.776528
33 2025-10-31  40.443910   24.942807   56.614760
34 2025-11-30  40.617597   24.789280   56.445968
Forecast for Europe and Product 790:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.603905    7.954777   52.222611
31 2025-08-31  29.035138    6.200209   50.272121
32 2025-09-30  28.484719    7.683418   48.870093
33 2025-10-31  27.915952    6.630959   49.941536
34 2025-11-30  27.365533    6.498791   51.089392
14:04:50 - cmdstanpy - INFO - Chain [1] start processing
14:04:50 - cmdstanpy - INFO - Chain [1] done processing
14:04:50 - cmdstanpy - INFO - Chain [1] start processing
14:04:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 791:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.678982   31.496503   64.816235
31 2025-08-31  49.124268   34.398525   65.911688
32 2025-09-30  49.555190   33.588310   63.748974
33 2025-10-31  50.000477   33.976210   66.398203
34 2025-11-30  50.431399   34.144345   66.004308
Forecast for Europe and Product 792:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.124848   -1.086003   42.697541
31 2025-08-31  19.933030   -1.582300   41.660090
32 2025-09-30  18.779658   -2.611201   40.278060
33 2025-10-31  17.587840   -4.419909   37.532823
34 2025-11-30  16.434467   -5.424824   37.969991
14:04:50 - cmdstanpy - INFO - Chain [1] start processing
14:04:50 - cmdstanpy - INFO - Chain [1] done processing
14:04:50 - cmdstanpy - INFO - Chain [1] start processing
14:04:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 793:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.651320   18.590713   56.934102
31 2025-08-31  37.436331   17.955058   56.188763
32 2025-09-30  37.228277   19.624104   55.918806
33 2025-10-31  37.013288   16.746297   56.643081
34 2025-11-30  36.805235   17.857373   55.438176
Forecast for Europe and Product 794:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.087277   37.813876   73.599904
31 2025-08-31  56.723594   37.571196   73.030974
32 2025-09-30  57.339384   39.635565   74.852330
33 2025-10-31  57.975701   37.887291   77.199999
34 2025-11-30  58.591491   42.063678   77.172180
14:04:51 - cmdstanpy - INFO - Chain [1] start processing
14:04:51 - cmdstanpy - INFO - Chain [1] done processing
14:04:51 - cmdstanpy - INFO - Chain [1] start processing
14:04:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 795:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.304310   32.044479   66.055000
31 2025-08-31  49.619525   32.402533   68.363201
32 2025-09-30  49.924573   32.363144   66.666678
33 2025-10-31  50.239789   32.214997   66.542767
34 2025-11-30  50.544836   32.934871   68.547273
Forecast for Europe and Product 796:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.470955   20.578709   60.727372
31 2025-08-31  40.510095   20.904772   59.754115
32 2025-09-30  40.547972   19.185456   61.385441
33 2025-10-31  40.587112   21.180331   60.824651
34 2025-11-30  40.624989   19.578154   61.012515
14:04:51 - cmdstanpy - INFO - Chain [1] start processing
14:04:51 - cmdstanpy - INFO - Chain [1] done processing
14:04:51 - cmdstanpy - INFO - Chain [1] start processing
14:04:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 797:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.930091   32.738172   81.538237
31 2025-08-31  57.346370   31.830568   82.885413
32 2025-09-30  57.749221   31.883932   84.146883
33 2025-10-31  58.165500   32.504713   82.353563
34 2025-11-30  58.568350   34.172315   84.454803
Forecast for Europe and Product 798:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  47.092780   27.073719   68.516602
30 2025-08-31  47.387826   27.052518   67.592493
31 2025-09-30  47.673354   26.814042   69.361770
32 2025-10-31  47.968399   27.982428   68.633864
33 2025-11-30  48.253927   27.955313   69.480541
14:04:51 - cmdstanpy - INFO - Chain [1] start processing
14:04:51 - cmdstanpy - INFO - Chain [1] done processing
14:04:51 - cmdstanpy - INFO - Chain [1] start processing
14:04:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 799:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.835974   33.638907   66.804848
31 2025-08-31  50.066055   34.672644   67.194752
32 2025-09-30  50.288714   33.429759   66.885093
33 2025-10-31  50.518794   34.750451   67.867795
34 2025-11-30  50.741453   32.574974   66.844262
Forecast for Europe and Product 800:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.809048   13.871530   52.737148
31 2025-08-31  33.311856   14.116191   52.896085
32 2025-09-30  32.830702   13.067829   51.601857
33 2025-10-31  32.333509   13.402427   53.101957
34 2025-11-30  31.852355   11.489259   51.210854
14:04:52 - cmdstanpy - INFO - Chain [1] start processing
14:04:52 - cmdstanpy - INFO - Chain [1] done processing
14:04:52 - cmdstanpy - INFO - Chain [1] start processing
14:04:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 801:
           ds       yhat  yhat_lower  yhat_upper
29 2025-06-30  47.514209   25.992402   68.899295
30 2025-07-31  48.157552   26.888404   68.349341
31 2025-08-31  48.800895   26.487394   70.105562
32 2025-09-30  49.423486   27.217424   70.585173
33 2025-10-31  50.066829   29.267663   69.857806
Forecast for Europe and Product 802:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.784904   -0.412232   35.935439
31 2025-08-31  16.510539   -1.297914   33.227420
32 2025-09-30  15.277282   -2.166954   31.824594
33 2025-10-31  14.002917   -3.958850   32.970131
34 2025-11-30  12.769660   -4.324986   31.388952
14:04:52 - cmdstanpy - INFO - Chain [1] start processing
14:04:52 - cmdstanpy - INFO - Chain [1] done processing
14:04:52 - cmdstanpy - INFO - Chain [1] start processing
14:04:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 803:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.141651   29.972564   72.521611
31 2025-08-31  52.820629   32.780286   74.848787
32 2025-09-30  53.477704   30.620028   74.016060
33 2025-10-31  54.156682   33.026412   74.844484
34 2025-11-30  54.813758   32.296356   75.441055
Forecast for Europe and Product 804:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.101562   32.964189   69.730448
31 2025-08-31  51.627040   33.666380   68.655362
32 2025-09-30  52.135567   33.165486   70.038705
33 2025-10-31  52.661045   34.597176   69.940668
34 2025-11-30  53.169573   35.225221   71.012658
14:04:52 - cmdstanpy - INFO - Chain [1] start processing
14:04:52 - cmdstanpy - INFO - Chain [1] done processing
14:04:52 - cmdstanpy - INFO - Chain [1] start processing
14:04:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 805:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.954086   -0.565151   39.527696
31 2025-08-31  18.065247   -2.566424   39.686661
32 2025-09-30  17.205081   -4.076867   36.165710
33 2025-10-31  16.316242   -3.331467   36.974759
34 2025-11-30  15.456075   -5.462688   34.997441
Forecast for Europe and Product 806:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.018044   37.305848   81.374811
31 2025-08-31  60.913441   38.515379   82.958585
32 2025-09-30  61.779954   37.756533   81.849003
33 2025-10-31  62.675352   41.564127   84.349460
34 2025-11-30  63.541865   42.808917   86.318415
14:04:53 - cmdstanpy - INFO - Chain [1] start processing
14:04:53 - cmdstanpy - INFO - Chain [1] done processing
14:04:53 - cmdstanpy - INFO - Chain [1] start processing
14:04:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 807:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.045724   11.032298   40.383892
31 2025-08-31  25.682482   10.864593   41.055890
32 2025-09-30  25.330959   10.629971   40.186365
33 2025-10-31  24.967717   10.013113   40.821106
34 2025-11-30  24.616194    9.710102   39.822972
Forecast for Europe and Product 808:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.571557   21.026445   60.819158
31 2025-08-31  41.544052   20.358696   62.765191
32 2025-09-30  41.517433   19.840629   63.139291
33 2025-10-31  41.489928   21.989521   61.661710
34 2025-11-30  41.463310   20.260348   62.895974
14:04:53 - cmdstanpy - INFO - Chain [1] start processing
14:04:53 - cmdstanpy - INFO - Chain [1] done processing
14:04:53 - cmdstanpy - INFO - Chain [1] start processing
14:04:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 809:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.933128   10.255293   53.220970
31 2025-08-31  31.230105    9.653640   52.231564
32 2025-09-30  30.549759    8.472396   53.485925
33 2025-10-31  29.846736    6.750732   50.679566
34 2025-11-30  29.166390    8.029764   50.045472
Forecast for Europe and Product 810:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.176175   33.916442   76.150830
31 2025-08-31  56.961792   37.254555   77.713754
32 2025-09-30  57.722067   36.572448   79.500280
33 2025-10-31  58.507684   39.642927   77.417022
34 2025-11-30  59.267958   38.723241   78.730705
14:04:53 - cmdstanpy - INFO - Chain [1] start processing
14:04:53 - cmdstanpy - INFO - Chain [1] done processing
14:04:53 - cmdstanpy - INFO - Chain [1] start processing
14:04:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 811:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.226854    5.266051   52.359772
31 2025-08-31  28.727136    3.644365   53.094529
32 2025-09-30  28.243538    5.561139   51.191588
33 2025-10-31  27.743820    4.431290   51.156984
34 2025-11-30  27.260222    3.214029   49.614929
Forecast for Europe and Product 812:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.903983   12.937000   50.951157
31 2025-08-31  32.523861   13.643921   51.884165
32 2025-09-30  32.156001   13.379315   49.812484
33 2025-10-31  31.775879   13.312830   50.817920
34 2025-11-30  31.408020   13.550161   50.403492
14:04:54 - cmdstanpy - INFO - Chain [1] start processing
14:04:54 - cmdstanpy - INFO - Chain [1] done processing
14:04:54 - cmdstanpy - INFO - Chain [1] start processing
14:04:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 813:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.732718   18.714691   62.998448
31 2025-08-31  40.704080   18.227747   64.664603
32 2025-09-30  40.676366   19.784257   64.502408
33 2025-10-31  40.647728   18.568421   62.768761
34 2025-11-30  40.620014   18.472149   63.540068
Forecast for Europe and Product 814:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.747996   18.745080   69.191966
31 2025-08-31  44.746137   21.628610   68.919925
32 2025-09-30  44.744338   21.757472   67.980835
33 2025-10-31  44.742479   21.866480   71.222783
34 2025-11-30  44.740679   19.760479   68.460477
14:04:54 - cmdstanpy - INFO - Chain [1] start processing
14:04:54 - cmdstanpy - INFO - Chain [1] done processing
14:04:54 - cmdstanpy - INFO - Chain [1] start processing
14:04:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 815:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.164431    8.212418   42.788197
31 2025-08-31  25.415956    8.216243   43.694823
32 2025-09-30  24.691625    5.889486   43.146231
33 2025-10-31  23.943150    5.406925   41.154192
34 2025-11-30  23.218820    4.189046   40.919987
Forecast for Europe and Product 816:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.797146   25.618802   76.312500
31 2025-08-31  52.231607   26.851204   78.318072
32 2025-09-30  52.652054   25.928936   78.127020
33 2025-10-31  53.086515   26.882386   79.304861
34 2025-11-30  53.506961   28.804797   79.339526
14:04:54 - cmdstanpy - INFO - Chain [1] start processing
14:04:54 - cmdstanpy - INFO - Chain [1] done processing
14:04:54 - cmdstanpy - INFO - Chain [1] start processing
14:04:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 817:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.981255    4.952025   52.463436
31 2025-08-31  29.474903    6.491521   53.519377
32 2025-09-30  28.984885    4.395521   54.713653
33 2025-10-31  28.478533    3.685116   52.982869
34 2025-11-30  27.988515    3.503466   53.905173
Forecast for Europe and Product 818:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.903244   17.068137   65.654653
31 2025-08-31  40.879938   17.418863   64.868139
32 2025-09-30  40.857383   17.329551   65.628082
33 2025-10-31  40.834077   15.953752   64.563448
34 2025-11-30  40.811522   18.120656   62.137992
14:04:55 - cmdstanpy - INFO - Chain [1] start processing
14:04:55 - cmdstanpy - INFO - Chain [1] done processing
14:04:55 - cmdstanpy - INFO - Chain [1] start processing
14:04:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 819:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.747284   20.561442   64.784698
31 2025-08-31  42.935064   21.103094   65.902702
32 2025-09-30  43.116787   20.551028   64.500158
33 2025-10-31  43.304567   22.187744   66.140946
34 2025-11-30  43.486289   22.703608   64.767059
Forecast for Europe and Product 820:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.183561   16.187223   54.989264
31 2025-08-31  34.977710   16.590051   54.930603
32 2025-09-30  34.778500   17.096487   53.780400
33 2025-10-31  34.572650   16.359854   53.623882
34 2025-11-30  34.373440   16.687691   54.086148
14:04:55 - cmdstanpy - INFO - Chain [1] start processing
14:04:55 - cmdstanpy - INFO - Chain [1] done processing
14:04:55 - cmdstanpy - INFO - Chain [1] start processing
14:04:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 821:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.242378   12.859197   61.618299
31 2025-08-31  37.303026   13.354713   63.157886
32 2025-09-30  37.361717   12.886190   60.552890
33 2025-10-31  37.422365   13.183206   61.894600
34 2025-11-30  37.481057   13.236751   61.969322
Forecast for Europe and Product 822:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.934770   19.096753   67.292763
31 2025-08-31  42.986332   18.508982   66.376683
32 2025-09-30  43.036230   17.323728   67.744725
33 2025-10-31  43.087791   19.024488   66.906459
34 2025-11-30  43.137689   19.960831   66.356716
14:04:55 - cmdstanpy - INFO - Chain [1] start processing
14:04:55 - cmdstanpy - INFO - Chain [1] done processing
14:04:55 - cmdstanpy - INFO - Chain [1] start processing
14:04:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 823:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.564947   36.709917   69.812447
31 2025-08-31  53.133567   36.635191   69.152809
32 2025-09-30  53.683845   36.967097   68.857593
33 2025-10-31  54.252466   37.483631   70.976659
34 2025-11-30  54.802744   39.052248   71.298452
Forecast for Europe and Product 824:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.492359   17.764082   56.973442
31 2025-08-31  38.532398   20.003807   56.701848
32 2025-09-30  38.571145   19.029848   57.300315
33 2025-10-31  38.611184   19.662721   58.432818
34 2025-11-30  38.649932   19.639024   57.062069
14:04:56 - cmdstanpy - INFO - Chain [1] start processing
14:04:56 - cmdstanpy - INFO - Chain [1] done processing
14:04:56 - cmdstanpy - INFO - Chain [1] start processing
14:04:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 825:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.329748   32.071724   66.334051
31 2025-08-31  49.637025   32.975852   66.699683
32 2025-09-30  49.934389   31.951012   66.105789
33 2025-10-31  50.241666   34.391765   66.957699
34 2025-11-30  50.539031   33.928601   67.456709
Forecast for Europe and Product 826:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.179356    7.606450   50.695948
31 2025-08-31  28.601935    6.886487   49.473503
32 2025-09-30  28.043140    5.624422   49.655734
33 2025-10-31  27.465719    7.478912   51.120631
34 2025-11-30  26.906924    6.493965   49.049685
14:04:56 - cmdstanpy - INFO - Chain [1] start processing
14:04:56 - cmdstanpy - INFO - Chain [1] done processing
14:04:56 - cmdstanpy - INFO - Chain [1] start processing
14:04:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 827:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.356147   15.793279   60.831797
31 2025-08-31  38.092965   15.747080   61.268348
32 2025-09-30  37.838272   15.574784   61.222716
33 2025-10-31  37.575089   13.894971   63.405277
34 2025-11-30  37.320396   12.577365   60.518879
Forecast for Europe and Product 828:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.850366   24.114790   60.121762
31 2025-08-31  43.110480   24.788610   59.946025
32 2025-09-30  43.362204   25.215077   61.881776
33 2025-10-31  43.622318   25.067035   60.936993
34 2025-11-30  43.874041   26.030536   62.343906
14:04:56 - cmdstanpy - INFO - Chain [1] start processing
14:04:56 - cmdstanpy - INFO - Chain [1] done processing
14:04:57 - cmdstanpy - INFO - Chain [1] start processing
14:04:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 829:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.408515   21.082739   56.736918
31 2025-08-31  39.589058   21.322280   57.761053
32 2025-09-30  39.763777   22.402292   57.488904
33 2025-10-31  39.944320   22.752198   56.987458
34 2025-11-30  40.119039   23.324799   56.417955
Forecast for Europe and Product 830:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.353876   14.148172   51.561091
31 2025-08-31  32.039300   12.947659   51.162623
32 2025-09-30  31.734871   13.960626   51.025739
33 2025-10-31  31.420295   12.348292   49.263377
34 2025-11-30  31.115867   10.822376   50.682434
14:04:57 - cmdstanpy - INFO - Chain [1] start processing
14:04:57 - cmdstanpy - INFO - Chain [1] done processing
14:04:57 - cmdstanpy - INFO - Chain [1] start processing
14:04:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 831:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.136270   21.225123   74.684745
31 2025-08-31  49.269472   21.623632   74.747506
32 2025-09-30  49.398377   23.154872   77.211838
33 2025-10-31  49.531579   23.530629   78.514611
34 2025-11-30  49.660484   22.084172   76.736345
Forecast for Europe and Product 832:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.024317   16.608241   62.593203
31 2025-08-31  37.667466   14.988668   60.863232
32 2025-09-30  37.322127   13.292957   60.098059
33 2025-10-31  36.965276   14.676263   59.374309
34 2025-11-30  36.619936   13.035038   60.288783
14:04:57 - cmdstanpy - INFO - Chain [1] start processing
14:04:57 - cmdstanpy - INFO - Chain [1] done processing
14:04:57 - cmdstanpy - INFO - Chain [1] start processing
14:04:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 833:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.834273   11.709857   64.051057
31 2025-08-31  38.420211   13.250803   64.693863
32 2025-09-30  38.019507   12.919632   63.017623
33 2025-10-31  37.605445   12.466056   60.416914
34 2025-11-30  37.204740   11.422784   63.179662
Forecast for Europe and Product 834:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.610290   20.527677   54.450187
31 2025-08-31  37.539655   21.253739   55.220911
32 2025-09-30  37.471298   20.875453   53.501792
33 2025-10-31  37.400662   20.564298   55.276689
34 2025-11-30  37.332306   20.857535   55.038402
14:04:57 - cmdstanpy - INFO - Chain [1] start processing
14:04:57 - cmdstanpy - INFO - Chain [1] done processing
14:04:58 - cmdstanpy - INFO - Chain [1] start processing
14:04:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 835:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.022968   25.842479   75.852730
31 2025-08-31  50.371622   22.352853   77.149210
32 2025-09-30  50.709029   24.553304   76.675526
33 2025-10-31  51.057683   23.445640   76.860403
34 2025-11-30  51.395090   23.000305   77.536710
Forecast for Europe and Product 836:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.615959   21.580607   60.773774
31 2025-08-31  40.719087   20.209648   60.719799
32 2025-09-30  40.818888   20.676963   60.428062
33 2025-10-31  40.922016   20.357253   62.993416
34 2025-11-30  41.021817   21.452814   61.401442
14:04:58 - cmdstanpy - INFO - Chain [1] start processing
14:04:58 - cmdstanpy - INFO - Chain [1] done processing
14:04:58 - cmdstanpy - INFO - Chain [1] start processing
14:04:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 837:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.668639   20.993922   62.707943
31 2025-08-31  40.388511   20.526891   60.900377
32 2025-09-30  40.117421   18.714745   61.267563
33 2025-10-31  39.837293   19.126258   60.248331
34 2025-11-30  39.566202   20.873262   61.190333
Forecast for Europe and Product 838:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.582410   15.749753   59.027449
31 2025-08-31  37.588336   17.589818   58.100421
32 2025-09-30  37.594071   17.078686   57.678557
33 2025-10-31  37.599997   18.170841   58.263266
34 2025-11-30  37.605732   17.678446   57.602288
14:04:58 - cmdstanpy - INFO - Chain [1] start processing
14:04:58 - cmdstanpy - INFO - Chain [1] done processing
14:04:58 - cmdstanpy - INFO - Chain [1] start processing
14:04:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 839:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.468985   19.866142   60.827102
31 2025-08-31  41.382419   18.428072   63.066856
32 2025-09-30  41.298646   19.163635   64.395307
33 2025-10-31  41.212080   20.279854   63.027302
34 2025-11-30  41.128306   19.239574   63.247840
Forecast for Europe and Product 840:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.226351   22.855224   68.497750
31 2025-08-31  46.585891   23.665780   69.403859
32 2025-09-30  46.933833   24.071168   69.268483
33 2025-10-31  47.293373   25.073065   71.500692
34 2025-11-30  47.641315   24.680341   69.945087
14:04:58 - cmdstanpy - INFO - Chain [1] start processing
14:04:58 - cmdstanpy - INFO - Chain [1] done processing
14:04:59 - cmdstanpy - INFO - Chain [1] start processing
14:04:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 841:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  13.311381   -7.566398   33.554860
31 2025-08-31  11.945879   -8.556186   33.512501
32 2025-09-30  10.624426  -11.042846   32.583902
33 2025-10-31   9.258924  -10.516255   29.738083
34 2025-11-30   7.937470  -14.278219   29.487369
Forecast for Europe and Product 842:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.210561   37.680960   69.471221
31 2025-08-31  53.681049   37.659273   70.374752
32 2025-09-30  54.136360   37.527180   70.134618
33 2025-10-31  54.606848   38.032242   71.046769
34 2025-11-30  55.062160   38.680301   71.324349
14:04:59 - cmdstanpy - INFO - Chain [1] start processing
14:04:59 - cmdstanpy - INFO - Chain [1] done processing
14:04:59 - cmdstanpy - INFO - Chain [1] start processing
14:04:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 843:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.591428   18.332359   58.119570
31 2025-08-31  38.261036   16.502954   58.803414
32 2025-09-30  37.941302   16.751446   58.005413
33 2025-10-31  37.610910   17.255047   59.002166
34 2025-11-30  37.291176   17.707695   59.143329
Forecast for Europe and Product 844:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.654640   22.926866   61.853091
31 2025-08-31  42.697377   23.391867   63.358499
32 2025-09-30  42.738735   24.016929   62.116713
33 2025-10-31  42.781472   21.710422   62.642703
34 2025-11-30  42.822831   22.799300   62.918989
14:04:59 - cmdstanpy - INFO - Chain [1] start processing
14:04:59 - cmdstanpy - INFO - Chain [1] done processing
14:04:59 - cmdstanpy - INFO - Chain [1] start processing
14:04:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 845:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.555088   11.415681   42.459357
31 2025-08-31  26.033419   11.176984   40.879772
32 2025-09-30  25.528577   10.581214   40.264240
33 2025-10-31  25.006908    9.698100   40.199781
34 2025-11-30  24.502066    9.823256   38.935912
14:05:00 - cmdstanpy - INFO - Chain [1] start processing
14:05:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 846:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.861284    6.244589   43.096507
31 2025-08-31  24.069163    6.643735   43.377363
32 2025-09-30  23.302595    4.434726   42.933702
33 2025-10-31  22.510474    3.336901   42.703217
34 2025-11-30  21.743906    4.286764   41.283734
Forecast for Europe and Product 847:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.007962   13.332192   51.605157
31 2025-08-31  32.350855   13.017253   51.206549
32 2025-09-30  31.714944   11.865318   52.460759
33 2025-10-31  31.057837   13.076919   50.765348
34 2025-11-30  30.421927   10.984173   50.561048
14:05:00 - cmdstanpy - INFO - Chain [1] start processing
14:05:00 - cmdstanpy - INFO - Chain [1] done processing
14:05:00 - cmdstanpy - INFO - Chain [1] start processing
14:05:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 848:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.747870    3.136956   40.820859
31 2025-08-31  21.804734    2.111795   42.019507
32 2025-09-30  20.892022    1.485230   40.348524
33 2025-10-31  19.948886    0.036601   39.387219
34 2025-11-30  19.036174   -1.827184   38.647677
Forecast for Europe and Product 849:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.226851   19.247491   61.757642
31 2025-08-31  41.265671   18.971679   62.247997
32 2025-09-30  41.303238   19.810164   61.262091
33 2025-10-31  41.342057   18.896729   63.402831
34 2025-11-30  41.379624   18.068334   62.193260
14:05:00 - cmdstanpy - INFO - Chain [1] start processing
14:05:00 - cmdstanpy - INFO - Chain [1] done processing
14:05:00 - cmdstanpy - INFO - Chain [1] start processing
14:05:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 850:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.929410   35.477658   73.503279
31 2025-08-31  54.532908   35.326937   73.244192
32 2025-09-30  55.116938   37.379768   72.624209
33 2025-10-31  55.720435   37.176237   73.683903
34 2025-11-30  56.304465   36.491409   75.896286
Forecast for Europe and Product 851:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.567995   20.051655   58.272080
31 2025-08-31  38.813014   19.721074   58.343427
32 2025-09-30  39.050129   20.343894   56.913463
33 2025-10-31  39.295148   20.689466   57.532823
34 2025-11-30  39.532263   22.235697   57.839379
14:05:01 - cmdstanpy - INFO - Chain [1] start processing
14:05:01 - cmdstanpy - INFO - Chain [1] done processing
14:05:01 - cmdstanpy - INFO - Chain [1] start processing
14:05:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 852:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.768514   23.116921   58.835871
31 2025-08-31  41.931351   23.689993   60.700370
32 2025-09-30  42.088935   24.095237   61.668004
33 2025-10-31  42.251771   24.175346   60.689751
34 2025-11-30  42.409355   25.036783   60.881863
Forecast for Europe and Product 853:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.792651   21.408597   71.401811
31 2025-08-31  46.035710   20.665693   70.016779
32 2025-09-30  46.270928   20.205567   71.569386
33 2025-10-31  46.513987   22.889700   72.622087
34 2025-11-30  46.749205   21.256035   71.393638
14:05:01 - cmdstanpy - INFO - Chain [1] start processing
14:05:01 - cmdstanpy - INFO - Chain [1] done processing
14:05:01 - cmdstanpy - INFO - Chain [1] start processing
14:05:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 854:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.255094   16.893787   61.993206
31 2025-08-31  39.278556   14.166132   63.730875
32 2025-09-30  39.301261   17.299002   63.836500
33 2025-10-31  39.324723   15.199501   61.828188
34 2025-11-30  39.347428   16.789184   63.229401
Forecast for Europe and Product 855:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.274958    6.160515   47.544774
31 2025-08-31  25.672269    5.857521   45.136931
32 2025-09-30  25.089022    5.580376   46.550659
33 2025-10-31  24.486333    4.408741   44.020959
34 2025-11-30  23.903086    3.639421   43.186349
14:05:01 - cmdstanpy - INFO - Chain [1] start processing
14:05:01 - cmdstanpy - INFO - Chain [1] done processing
14:05:02 - cmdstanpy - INFO - Chain [1] start processing
14:05:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 856:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.053746   19.932713   51.721202
31 2025-08-31  34.711610   18.015200   50.932640
32 2025-09-30  34.380511   18.363477   50.768667
33 2025-10-31  34.038376   17.228132   50.674620
34 2025-11-30  33.707277   17.003540   49.987403
Forecast for Europe and Product 857:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.879427   -1.136109   49.912110
31 2025-08-31  24.946905    0.766023   51.664121
32 2025-09-30  24.044465   -1.579587   51.152815
33 2025-10-31  23.111944   -4.385746   48.856981
34 2025-11-30  22.209504   -2.772280   46.326828
14:05:02 - cmdstanpy - INFO - Chain [1] start processing
14:05:02 - cmdstanpy - INFO - Chain [1] done processing
14:05:02 - cmdstanpy - INFO - Chain [1] start processing
14:05:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 858:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.952053   23.880435   60.351635
31 2025-08-31  41.902984   22.319099   60.425384
32 2025-09-30  41.855499   22.963532   60.502425
33 2025-10-31  41.806431   22.438128   60.332190
34 2025-11-30  41.758945   22.450991   60.839054
Forecast for Europe and Product 859:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.538271   30.656218   67.082849
31 2025-08-31  49.917556   30.988540   68.809264
32 2025-09-30  50.284606   31.784706   68.834548
33 2025-10-31  50.663891   33.870353   68.505941
34 2025-11-30  51.030940   33.129756   69.126884
14:05:02 - cmdstanpy - INFO - Chain [1] start processing
14:05:02 - cmdstanpy - INFO - Chain [1] done processing
14:05:02 - cmdstanpy - INFO - Chain [1] start processing
14:05:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 860:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.456158   24.919902   56.146297
31 2025-08-31  39.475660   23.842248   55.525652
32 2025-09-30  39.494533   22.926970   54.906971
33 2025-10-31  39.514034   23.739775   55.306020
34 2025-11-30  39.532907   24.131723   55.782041
Forecast for Europe and Product 861:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.356164   12.446848   55.663708
31 2025-08-31  33.748607   10.681297   54.560208
32 2025-09-30  33.160649   13.255002   55.460592
33 2025-10-31  32.553092   10.241851   53.196929
34 2025-11-30  31.965133    9.706650   54.402297
14:05:02 - cmdstanpy - INFO - Chain [1] start processing
14:05:03 - cmdstanpy - INFO - Chain [1] done processing
14:05:03 - cmdstanpy - INFO - Chain [1] start processing
14:05:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 862:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.493355   40.160877   75.540917
31 2025-08-31  57.983200   40.447211   76.024818
32 2025-09-30  58.457244   39.532370   76.588896
33 2025-10-31  58.947089   41.546406   77.382188
34 2025-11-30  59.421133   41.830308   77.552124
Forecast for Europe and Product 863:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.049304   16.774244   59.157650
31 2025-08-31  36.944243   16.734897   56.065588
32 2025-09-30  36.842571   16.653625   58.275343
33 2025-10-31  36.737511   17.408369   57.558491
34 2025-11-30  36.635839   15.979570   55.911975
14:05:03 - cmdstanpy - INFO - Chain [1] start processing
14:05:03 - cmdstanpy - INFO - Chain [1] done processing
14:05:03 - cmdstanpy - INFO - Chain [1] start processing
14:05:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 864:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.677258   19.340464   58.920818
31 2025-08-31  39.700169   20.482602   57.994535
32 2025-09-30  39.722340   22.275636   56.872280
33 2025-10-31  39.745250   20.747742   58.263647
34 2025-11-30  39.767422   20.324436   57.426102
Forecast for Europe and Product 865:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.525526   11.668367   50.722484
31 2025-08-31  31.240521   11.370344   50.020601
32 2025-09-30  30.964709   12.919718   50.176057
33 2025-10-31  30.679704   10.811389   49.988298
34 2025-11-30  30.403892   10.804657   48.501962
14:05:03 - cmdstanpy - INFO - Chain [1] start processing
14:05:03 - cmdstanpy - INFO - Chain [1] done processing
14:05:03 - cmdstanpy - INFO - Chain [1] start processing
14:05:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 866:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.508299   20.714252   63.436626
31 2025-08-31  42.752024   21.082204   65.033800
32 2025-09-30  42.987887   19.858747   64.769589
33 2025-10-31  43.231612   21.544794   66.214816
34 2025-11-30  43.467474   21.223693   66.119320
Forecast for Europe and Product 867:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.673772   -9.005331   44.841637
31 2025-08-31  16.158126  -10.916534   42.273394
32 2025-09-30  14.691372   -9.997739   41.811407
33 2025-10-31  13.175727  -12.915919   38.189028
34 2025-11-30  11.708973  -13.653204   38.576147
14:05:04 - cmdstanpy - INFO - Chain [1] start processing
14:05:04 - cmdstanpy - INFO - Chain [1] done processing
14:05:04 - cmdstanpy - INFO - Chain [1] start processing
14:05:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 868:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.015541   24.128610   66.966131
31 2025-08-31  45.248449   23.652125   66.682454
32 2025-09-30  45.473843   23.691220   67.438397
33 2025-10-31  45.706751   24.400614   66.479234
34 2025-11-30  45.932146   25.335537   66.446567
Forecast for Europe and Product 869:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.726137   20.350099   70.045749
31 2025-08-31  45.641486   20.958497   70.013905
32 2025-09-30  45.559565   20.776808   69.568108
33 2025-10-31  45.474913   20.877519   69.549313
34 2025-11-30  45.392993   23.168349   70.660001
14:05:04 - cmdstanpy - INFO - Chain [1] start processing
14:05:04 - cmdstanpy - INFO - Chain [1] done processing
14:05:04 - cmdstanpy - INFO - Chain [1] start processing
14:05:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 870:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.628187    5.073180   47.263332
31 2025-08-31  25.976994    6.106250   47.925079
32 2025-09-30  25.346806    3.863331   45.791383
33 2025-10-31  24.695613    2.853713   44.894583
34 2025-11-30  24.065426    3.744677   44.185816
Forecast for Europe and Product 871:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.085688   28.143621   78.395277
31 2025-08-31  54.670643   30.343034   79.951121
32 2025-09-30  55.236727   29.726246   79.524883
33 2025-10-31  55.821681   30.974283   82.214876
34 2025-11-30  56.387766   31.719888   82.441485
14:05:04 - cmdstanpy - INFO - Chain [1] start processing
14:05:04 - cmdstanpy - INFO - Chain [1] done processing
14:05:04 - cmdstanpy - INFO - Chain [1] start processing
14:05:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 872:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.122941    6.934634   48.725413
31 2025-08-31  27.593731    6.727117   47.737089
32 2025-09-30  27.081592    6.808471   48.664553
33 2025-10-31  26.552382    5.721126   48.755382
34 2025-11-30  26.040243    5.392437   45.846510
Forecast for Europe and Product 873:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.298516   34.943798   67.663659
31 2025-08-31  51.779952   35.366261   68.846893
32 2025-09-30  52.245859   34.987202   67.316183
33 2025-10-31  52.727295   35.392032   69.889385
34 2025-11-30  53.193201   35.957082   71.283052
14:05:05 - cmdstanpy - INFO - Chain [1] start processing
14:05:05 - cmdstanpy - INFO - Chain [1] done processing
14:05:05 - cmdstanpy - INFO - Chain [1] start processing
14:05:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 874:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.001417   13.169387   52.115966
31 2025-08-31  33.594033   13.990000   53.255188
32 2025-09-30  33.199791   13.407540   52.541970
33 2025-10-31  32.792407   12.168162   53.191552
34 2025-11-30  32.398165   12.948309   53.487742
Forecast for Europe and Product 875:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.391980   11.328372   47.480595
31 2025-08-31  29.128824    9.472790   48.194911
32 2025-09-30  28.874157    9.885537   47.440922
33 2025-10-31  28.611001   10.907871   47.798091
34 2025-11-30  28.356335    9.184694   46.116258
14:05:05 - cmdstanpy - INFO - Chain [1] start processing
14:05:05 - cmdstanpy - INFO - Chain [1] done processing
14:05:05 - cmdstanpy - INFO - Chain [1] start processing
14:05:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 876:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.778974    7.939473   49.110099
31 2025-08-31  28.214580    7.566506   48.870767
32 2025-09-30  27.668391    7.429897   50.075682
33 2025-10-31  27.103997    7.512224   48.080707
34 2025-11-30  26.557809    6.529745   48.948449
Forecast for Europe and Product 877:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.522822   23.605873   60.397192
31 2025-08-31  41.683739   23.521242   61.596076
32 2025-09-30  41.839466   23.447902   60.885774
33 2025-10-31  42.000384   21.785462   60.656135
34 2025-11-30  42.156111   23.549758   62.774172
14:05:05 - cmdstanpy - INFO - Chain [1] start processing
14:05:05 - cmdstanpy - INFO - Chain [1] done processing
14:05:05 - cmdstanpy - INFO - Chain [1] start processing
14:05:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 878:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.848566   17.307385   50.350172
31 2025-08-31  31.651242   14.803265   48.465464
32 2025-09-30  31.460283   16.829449   47.554060
33 2025-10-31  31.262959   15.781874   47.740428
34 2025-11-30  31.072000   15.162945   45.741304
Forecast for Europe and Product 879:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.264298   26.135394   79.645548
31 2025-08-31  54.639463   28.869071   80.685797
32 2025-09-30  55.002527   28.347524   80.878534
33 2025-10-31  55.377693   29.354745   81.060950
34 2025-11-30  55.740756   31.024466   81.826395
14:05:06 - cmdstanpy - INFO - Chain [1] start processing
14:05:06 - cmdstanpy - INFO - Chain [1] done processing
14:05:06 - cmdstanpy - INFO - Chain [1] start processing
14:05:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 880:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.219744   37.964756   82.153787
31 2025-08-31  60.869881   37.504423   81.152172
32 2025-09-30  61.499046   40.927476   81.759048
33 2025-10-31  62.149184   39.908849   83.263796
34 2025-11-30  62.778349   42.943002   84.074700
Forecast for Europe and Product 881:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.324468   27.508740   67.299290
31 2025-08-31  47.835797   25.922869   68.715899
32 2025-09-30  48.330633   27.530491   68.692556
33 2025-10-31  48.841962   29.197771   68.539290
34 2025-11-30  49.336798   27.618045   70.067553
14:05:06 - cmdstanpy - INFO - Chain [1] start processing
14:05:06 - cmdstanpy - INFO - Chain [1] done processing
14:05:06 - cmdstanpy - INFO - Chain [1] start processing
14:05:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 882:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.547503   33.223030   67.367564
31 2025-08-31  51.134986   34.141580   66.790535
32 2025-09-30  51.703517   36.257202   68.247149
33 2025-10-31  52.291000   35.850179   68.313887
34 2025-11-30  52.859532   36.857931   69.052008
Forecast for Europe and Product 883:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.034318   18.473098   55.388609
31 2025-08-31  36.937233   19.624163   56.007106
32 2025-09-30  36.843280   19.498131   54.249834
33 2025-10-31  36.746195   17.477232   56.237181
34 2025-11-30  36.652242   18.602477   54.780554
14:05:06 - cmdstanpy - INFO - Chain [1] start processing
14:05:06 - cmdstanpy - INFO - Chain [1] done processing
14:05:07 - cmdstanpy - INFO - Chain [1] start processing
14:05:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 884:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.261629   20.718466   64.525080
31 2025-08-31  42.522936   22.755225   63.135879
32 2025-09-30  42.775813   22.979569   63.948171
33 2025-10-31  43.037121   22.813603   64.115446
34 2025-11-30  43.289998   21.159322   64.582777
Forecast for Europe and Product 885:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.316615    7.930526   43.942263
31 2025-08-31  25.895447    8.308940   43.862824
32 2025-09-30  25.487864    7.943520   43.140751
33 2025-10-31  25.066696    7.651208   42.446557
34 2025-11-30  24.659114    7.473841   43.174271
14:05:07 - cmdstanpy - INFO - Chain [1] start processing
14:05:07 - cmdstanpy - INFO - Chain [1] done processing
14:05:07 - cmdstanpy - INFO - Chain [1] start processing
14:05:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 886:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.140318   17.922397   59.134671
31 2025-08-31  38.225233   17.901325   58.202486
32 2025-09-30  38.307408   18.710168   57.026815
33 2025-10-31  38.392323   17.151352   59.159525
34 2025-11-30  38.474499   18.161022   58.851385
Forecast for Europe and Product 887:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.518093   13.752239   52.282387
31 2025-08-31  33.367529   14.274087   52.026120
32 2025-09-30  33.221822   14.267602   51.092615
33 2025-10-31  33.071258   12.926451   52.021781
34 2025-11-30  32.925551   14.026642   51.262425
14:05:07 - cmdstanpy - INFO - Chain [1] start processing
14:05:07 - cmdstanpy - INFO - Chain [1] done processing
14:05:07 - cmdstanpy - INFO - Chain [1] start processing
14:05:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 888:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.208112   16.985668   54.995711
31 2025-08-31  37.193167   17.046705   56.993284
32 2025-09-30  37.178704   18.513894   56.820035
33 2025-10-31  37.163759   15.874645   57.233426
34 2025-11-30  37.149297   17.341618   56.888713
Forecast for Europe and Product 889:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.681097   21.874538   52.077365
31 2025-08-31  37.607067   22.248184   52.602112
32 2025-09-30  37.535426   22.119866   52.130637
33 2025-10-31  37.461397   21.978012   51.864785
34 2025-11-30  37.389756   22.679234   52.835562
14:05:07 - cmdstanpy - INFO - Chain [1] start processing
14:05:07 - cmdstanpy - INFO - Chain [1] done processing
14:05:08 - cmdstanpy - INFO - Chain [1] start processing
14:05:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 890:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.703482   16.421267   63.404064
31 2025-08-31  39.636882   14.318405   62.610305
32 2025-09-30  39.572430   14.839903   63.803693
33 2025-10-31  39.505831   14.924677   64.302367
34 2025-11-30  39.441379   12.754982   61.362324
Forecast for Europe and Product 891:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.061361   25.606374   51.817951
31 2025-08-31  38.775759   25.474276   52.134394
32 2025-09-30  38.499371   25.141144   52.426567
33 2025-10-31  38.213769   24.783482   52.197080
34 2025-11-30  37.937381   23.691589   52.053175
14:05:08 - cmdstanpy - INFO - Chain [1] start processing
14:05:08 - cmdstanpy - INFO - Chain [1] done processing
14:05:08 - cmdstanpy - INFO - Chain [1] start processing
14:05:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 892:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.249479    9.869638   46.659729
31 2025-08-31  28.454398   10.042604   48.648820
32 2025-09-30  27.684964    8.743647   46.759240
33 2025-10-31  26.889883    9.668849   45.253775
34 2025-11-30  26.120450    7.176614   45.498044
Forecast for Europe and Product 893:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.611992   27.477585   68.759617
31 2025-08-31  48.741871   27.202780   69.187140
32 2025-09-30  48.867561   28.774507   69.773980
33 2025-10-31  48.997440   27.199915   69.941032
34 2025-11-30  49.123130   28.366204   70.332717
14:05:08 - cmdstanpy - INFO - Chain [1] start processing
14:05:08 - cmdstanpy - INFO - Chain [1] done processing
14:05:08 - cmdstanpy - INFO - Chain [1] start processing
14:05:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 894:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.726697    3.029032   37.472503
31 2025-08-31  18.647205    1.836740   36.733432
32 2025-09-30  17.602536   -0.558817   34.363276
33 2025-10-31  16.523045   -1.049218   35.946268
34 2025-11-30  15.478376   -1.628559   32.640923
Forecast for Europe and Product 895:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.066093   27.872442   64.587527
31 2025-08-31  46.216333   25.713522   65.128202
32 2025-09-30  46.361726   26.850504   65.821237
33 2025-10-31  46.511966   26.214483   65.623807
34 2025-11-30  46.657360   27.896492   66.093285
14:05:08 - cmdstanpy - INFO - Chain [1] start processing
14:05:08 - cmdstanpy - INFO - Chain [1] done processing
14:05:09 - cmdstanpy - INFO - Chain [1] start processing
14:05:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 896:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.788574   -6.667288   38.742527
31 2025-08-31  15.680511   -5.935936   39.429475
32 2025-09-30  14.608192   -8.712756   36.210932
33 2025-10-31  13.500129  -10.266298   36.081847
34 2025-11-30  12.427810  -10.269402   34.329472
Forecast for Europe and Product 897:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.290078   26.584752   62.253346
31 2025-08-31  44.687921   27.256268   62.546697
32 2025-09-30  45.072931   27.193161   62.906491
33 2025-10-31  45.470774   26.864897   62.973939
34 2025-11-30  45.855784   28.041517   64.656133
14:05:09 - cmdstanpy - INFO - Chain [1] start processing
14:05:09 - cmdstanpy - INFO - Chain [1] done processing
14:05:09 - cmdstanpy - INFO - Chain [1] start processing
14:05:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 898:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.300982   22.240231   68.605035
31 2025-08-31  45.537853   23.926648   66.751678
32 2025-09-30  45.767083   23.852020   68.643390
33 2025-10-31  46.003954   24.434248   67.668767
34 2025-11-30  46.233183   23.494373   68.126333
Forecast for Europe and Product 899:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.642210   40.676641   74.058221
31 2025-08-31  58.749475   42.392996   75.933597
32 2025-09-30  59.821022   42.069456   76.459041
33 2025-10-31  60.928287   44.754584   77.375876
34 2025-11-30  61.999833   45.468569   77.622281
14:05:09 - cmdstanpy - INFO - Chain [1] start processing
14:05:09 - cmdstanpy - INFO - Chain [1] done processing
14:05:09 - cmdstanpy - INFO - Chain [1] start processing
14:05:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 900:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.131497   15.656323   71.801442
31 2025-08-31  42.951027   15.434149   72.155529
32 2025-09-30  42.776378   16.305436   70.240413
33 2025-10-31  42.595908   14.714750   74.158385
34 2025-11-30  42.421260   14.957308   70.506403
Forecast for Europe and Product 901:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.622403   26.736937   56.863519
31 2025-08-31  41.718630   27.288069   57.201266
32 2025-09-30  41.811754   27.159817   56.189229
33 2025-10-31  41.907982   26.590067   57.288870
34 2025-11-30  42.001106   25.516269   57.617640
14:05:09 - cmdstanpy - INFO - Chain [1] start processing
14:05:10 - cmdstanpy - INFO - Chain [1] done processing
14:05:10 - cmdstanpy - INFO - Chain [1] start processing
14:05:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 902:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.768101    1.994343   38.810252
31 2025-08-31  18.814868    0.301214   35.844893
32 2025-09-30  17.892384   -1.540469   36.826918
33 2025-10-31  16.939150   -1.161206   34.362995
34 2025-11-30  16.016666   -2.398317   34.708705
Forecast for Europe and Product 903:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.691032   34.434488   64.721752
31 2025-08-31  50.167521   34.028020   66.068211
32 2025-09-30  50.628639   35.046891   65.553694
33 2025-10-31  51.105128   36.282427   66.262463
34 2025-11-30  51.566246   36.523275   66.242903
14:05:10 - cmdstanpy - INFO - Chain [1] start processing
14:05:10 - cmdstanpy - INFO - Chain [1] done processing
14:05:10 - cmdstanpy - INFO - Chain [1] start processing
14:05:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 904:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.365921   25.926499   59.110028
31 2025-08-31  42.392675   27.266534   59.682043
32 2025-09-30  42.418566   25.073525   58.152700
33 2025-10-31  42.445320   25.523206   59.512206
34 2025-11-30  42.471211   26.254764   59.622614
Forecast for Europe and Product 905:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.541870   22.438772   70.292328
31 2025-08-31  46.948078   21.953088   69.503831
32 2025-09-30  47.341183   22.452389   69.944092
33 2025-10-31  47.747392   23.353806   69.061836
34 2025-11-30  48.140497   23.947659   71.562610
14:05:10 - cmdstanpy - INFO - Chain [1] start processing
14:05:10 - cmdstanpy - INFO - Chain [1] done processing
14:05:10 - cmdstanpy - INFO - Chain [1] start processing
14:05:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 906:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.980260   19.253902   48.671881
31 2025-08-31  33.896696   19.316730   48.085490
32 2025-09-30  33.815827   19.638604   48.987392
33 2025-10-31  33.732263   19.196910   47.042398
34 2025-11-30  33.651395   18.949483   48.960351
Forecast for Europe and Product 907:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.863398    4.329909   47.472709
31 2025-08-31  25.189806    2.878932   45.954332
32 2025-09-30  24.537943    4.439119   45.339899
33 2025-10-31  23.864351    3.491105   45.570649
34 2025-11-30  23.212487    3.007969   43.636748
14:05:10 - cmdstanpy - INFO - Chain [1] start processing
14:05:11 - cmdstanpy - INFO - Chain [1] done processing
14:05:11 - cmdstanpy - INFO - Chain [1] start processing
14:05:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 908:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.770861   20.618568   56.977899
31 2025-08-31  38.745888   20.341258   57.542288
32 2025-09-30  38.721721   20.718831   56.258969
33 2025-10-31  38.696749   20.603232   57.369816
34 2025-11-30  38.672582   20.353544   58.721649
Forecast for Europe and Product 909:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.326208    4.336374   38.556266
31 2025-08-31  21.519059    5.240272   38.073405
32 2025-09-30  20.737946    3.945421   38.065664
33 2025-10-31  19.930797    2.501170   36.490290
34 2025-11-30  19.149684    2.247878   36.525030
14:05:11 - cmdstanpy - INFO - Chain [1] start processing
14:05:11 - cmdstanpy - INFO - Chain [1] done processing
14:05:11 - cmdstanpy - INFO - Chain [1] start processing
14:05:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 910:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.141245   28.781636   71.092181
31 2025-08-31  51.756571   30.806450   71.470305
32 2025-09-30  52.352048   31.997444   72.728446
33 2025-10-31  52.967375   32.726283   73.553958
34 2025-11-30  53.562852   32.310544   74.855195
Forecast for Europe and Product 911:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.396722   29.184088   63.356380
31 2025-08-31  46.695054   28.379919   65.290818
32 2025-09-30  46.983762   29.432561   64.562107
33 2025-10-31  47.282093   29.573370   65.225754
34 2025-11-30  47.570801   30.626243   66.446087
14:05:11 - cmdstanpy - INFO - Chain [1] start processing
14:05:11 - cmdstanpy - INFO - Chain [1] done processing
14:05:11 - cmdstanpy - INFO - Chain [1] start processing
14:05:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 912:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.025642   30.021086   58.074984
31 2025-08-31  43.929766   29.480659   59.242920
32 2025-09-30  43.836982   29.645091   58.228107
33 2025-10-31  43.741105   28.522558   57.443931
34 2025-11-30  43.648321   29.974434   58.761777
Forecast for Europe and Product 913:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.900820   25.731985   53.256173
31 2025-08-31  39.837391   26.607445   54.165107
32 2025-09-30  39.776008   26.160854   53.509098
33 2025-10-31  39.712579   26.202243   53.467491
34 2025-11-30  39.651197   26.107717   54.338020
14:05:12 - cmdstanpy - INFO - Chain [1] start processing
14:05:12 - cmdstanpy - INFO - Chain [1] done processing
14:05:12 - cmdstanpy - INFO - Chain [1] start processing
14:05:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 914:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.108903   -2.414197   31.824076
31 2025-08-31  14.115200   -1.787854   31.927159
32 2025-09-30  13.153551   -3.535974   29.763581
33 2025-10-31  12.159848   -5.608342   27.622475
34 2025-11-30  11.198200   -6.928431   28.671289
Forecast for Europe and Product 915:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.987608   17.250633   61.135361
31 2025-08-31  38.133866   14.414549   59.894830
32 2025-09-30  38.275405   16.670131   61.504379
33 2025-10-31  38.421663   17.001625   61.704520
34 2025-11-30  38.563203   16.157630   61.507937
14:05:12 - cmdstanpy - INFO - Chain [1] start processing
14:05:12 - cmdstanpy - INFO - Chain [1] done processing
14:05:12 - cmdstanpy - INFO - Chain [1] start processing
14:05:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 916:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.658591   17.772563   55.766713
31 2025-08-31  36.598133   18.877467   53.552507
32 2025-09-30  36.539625   17.288747   54.466438
33 2025-10-31  36.479167   17.884587   54.478892
34 2025-11-30  36.420659   18.114506   55.336234
Forecast for Europe and Product 917:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.145055   11.615792   50.578074
31 2025-08-31  30.517999   12.009586   50.870280
32 2025-09-30  29.911172   10.324496   48.729897
33 2025-10-31  29.284116    9.927693   48.512954
34 2025-11-30  28.677288    8.548545   47.973931
14:05:12 - cmdstanpy - INFO - Chain [1] start processing
14:05:12 - cmdstanpy - INFO - Chain [1] done processing
14:05:12 - cmdstanpy - INFO - Chain [1] start processing
14:05:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 918:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.238803   16.727948   63.793398
31 2025-08-31  40.496405   18.920415   60.747113
32 2025-09-30  40.745697   17.299867   61.938025
33 2025-10-31  41.003299   19.695365   61.502423
34 2025-11-30  41.252591   19.032476   62.635878
Forecast for Europe and Product 919:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.331141   17.509925   75.724798
31 2025-08-31  46.559984   18.334082   76.880094
32 2025-09-30  46.781444   17.283964   76.036574
33 2025-10-31  47.010287   17.394298   75.816760
34 2025-11-30  47.231748   18.782300   77.228893
14:05:13 - cmdstanpy - INFO - Chain [1] start processing
14:05:13 - cmdstanpy - INFO - Chain [1] done processing
14:05:13 - cmdstanpy - INFO - Chain [1] start processing
14:05:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 920:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.710948   27.926190   90.019083
31 2025-08-31  60.600543   30.447219   91.504105
32 2025-09-30  61.461441   30.080571   90.763710
33 2025-10-31  62.351036   33.191976   93.841737
34 2025-11-30  63.211935   31.784566   92.617673
Forecast for Europe and Product 921:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.403866   13.054580   51.159586
31 2025-08-31  30.695631   10.335000   48.876944
32 2025-09-30  30.010243   10.230373   50.050780
33 2025-10-31  29.302008   10.113140   49.000036
34 2025-11-30  28.616620    9.492645   48.205895
14:05:13 - cmdstanpy - INFO - Chain [1] start processing
14:05:13 - cmdstanpy - INFO - Chain [1] done processing
14:05:13 - cmdstanpy - INFO - Chain [1] start processing
14:05:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 922:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.141364    8.763904   50.610540
31 2025-08-31  29.764823    7.313181   51.427423
32 2025-09-30  29.400428    7.959741   49.130205
33 2025-10-31  29.023887    5.613978   50.485700
34 2025-11-30  28.659492    7.694196   51.177516
Forecast for Europe and Product 923:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.869696   20.753789   59.693962
31 2025-08-31  41.040201   22.672696   59.171154
32 2025-09-30  41.205206   23.333272   60.535112
33 2025-10-31  41.375712   23.417477   61.129349
34 2025-11-30  41.540717   23.850495   60.298714
14:05:13 - cmdstanpy - INFO - Chain [1] start processing
14:05:13 - cmdstanpy - INFO - Chain [1] done processing
14:05:13 - cmdstanpy - INFO - Chain [1] start processing
14:05:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 924:
           ds       yhat  yhat_lower  yhat_upper
29 2025-06-30  35.026420    8.716254   60.933577
30 2025-07-31  34.762420   10.276161   60.857116
31 2025-08-31  34.498420    9.709334   59.776709
32 2025-09-30  34.242935    8.524228   59.680388
33 2025-10-31  33.978935    9.128717   58.798999
Forecast for Europe and Product 925:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.761141   24.106859   51.812322
31 2025-08-31  37.641272   23.183311   50.836345
32 2025-09-30  37.525269   23.487746   50.619631
33 2025-10-31  37.405400   23.266945   50.728270
34 2025-11-30  37.289397   23.240440   51.752961
14:05:14 - cmdstanpy - INFO - Chain [1] start processing
14:05:14 - cmdstanpy - INFO - Chain [1] done processing
14:05:14 - cmdstanpy - INFO - Chain [1] start processing
14:05:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 926:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.364947   19.383569   72.966330
31 2025-08-31  46.746514   19.875591   72.958567
32 2025-09-30  47.115774   19.436470   73.003929
33 2025-10-31  47.497341   24.059423   72.468091
34 2025-11-30  47.866600   19.913839   74.215939
Forecast for Europe and Product 927:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.802188   18.718088   59.189035
31 2025-08-31  38.712525   20.231131   59.537294
32 2025-09-30  38.625755   18.630128   58.324468
33 2025-10-31  38.536093   17.931564   57.302852
34 2025-11-30  38.449322   18.216635   59.640397
14:05:14 - cmdstanpy - INFO - Chain [1] start processing
14:05:14 - cmdstanpy - INFO - Chain [1] done processing
14:05:14 - cmdstanpy - INFO - Chain [1] start processing
14:05:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 928:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.214025   26.023931   60.956187
31 2025-08-31  43.367858   25.204689   62.168446
32 2025-09-30  43.516729   25.903573   60.810237
33 2025-10-31  43.670563   26.082610   62.025829
34 2025-11-30  43.819434   24.566480   61.721307
Forecast for Europe and Product 929:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.651393   37.797948   72.525610
31 2025-08-31  55.413533   37.912885   74.197008
32 2025-09-30  56.151088   37.230299   74.774107
33 2025-10-31  56.913228   39.188884   74.150317
34 2025-11-30  57.650782   40.686006   75.972461
14:05:14 - cmdstanpy - INFO - Chain [1] start processing
14:05:14 - cmdstanpy - INFO - Chain [1] done processing
14:05:14 - cmdstanpy - INFO - Chain [1] start processing
14:05:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 930:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.402448   -7.553085   42.266396
31 2025-08-31  16.169709  -10.544223   41.593534
32 2025-09-30  14.976736  -10.184233   39.401387
33 2025-10-31  13.743997   -9.610813   38.527065
34 2025-11-30  12.551024  -13.052729   37.675216
Forecast for Europe and Product 931:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.170081   25.716746   54.959035
31 2025-08-31  40.267937   26.308344   54.977802
32 2025-09-30  40.362636   26.131696   55.384645
33 2025-10-31  40.460492   26.096990   55.136620
34 2025-11-30  40.555191   25.368989   54.670163
14:05:15 - cmdstanpy - INFO - Chain [1] start processing
14:05:15 - cmdstanpy - INFO - Chain [1] done processing
14:05:15 - cmdstanpy - INFO - Chain [1] start processing
14:05:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 932:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.875214   22.666068   61.737441
31 2025-08-31  43.278335   22.685288   63.693311
32 2025-09-30  43.668451   23.739254   63.618005
33 2025-10-31  44.071572   24.800462   63.277800
34 2025-11-30  44.461688   24.709066   63.649569
Forecast for Europe and Product 933:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.271388   17.677189   61.966390
31 2025-08-31  37.817297   12.859965   62.359920
32 2025-09-30  37.377854   16.266535   61.080184
33 2025-10-31  36.923763   14.899487   58.832811
34 2025-11-30  36.484321   14.717286   58.971280
14:05:15 - cmdstanpy - INFO - Chain [1] start processing
14:05:15 - cmdstanpy - INFO - Chain [1] done processing
14:05:15 - cmdstanpy - INFO - Chain [1] start processing
14:05:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 934:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.289181   26.002962   59.510255
31 2025-08-31  43.675521   28.407921   61.795315
32 2025-09-30  44.049399   26.691137   61.481412
33 2025-10-31  44.435739   27.751810   60.748958
34 2025-11-30  44.809616   27.997847   61.711372
Forecast for Europe and Product 935:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.491240   17.446599   50.240463
31 2025-08-31  32.200213   15.919282   49.458316
32 2025-09-30  31.918573   16.305366   48.232819
33 2025-10-31  31.627546   16.288767   48.065334
34 2025-11-30  31.345907   15.971776   46.763077
14:05:15 - cmdstanpy - INFO - Chain [1] start processing
14:05:15 - cmdstanpy - INFO - Chain [1] done processing
14:05:15 - cmdstanpy - INFO - Chain [1] start processing
14:05:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 936:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.430422   20.487004   68.961159
31 2025-08-31  43.518907   20.301850   66.986960
32 2025-09-30  43.604537   18.219317   65.968519
33 2025-10-31  43.693022   21.139583   66.662779
34 2025-11-30  43.778653   18.987180   68.121465
Forecast for Europe and Product 937:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.310565    8.963876   52.201926
31 2025-08-31  30.032846    7.036516   50.302076
32 2025-09-30  29.764087    6.683998   50.825803
33 2025-10-31  29.486368    8.108792   51.093629
34 2025-11-30  29.217609    8.231325   49.946921
14:05:16 - cmdstanpy - INFO - Chain [1] start processing
14:05:16 - cmdstanpy - INFO - Chain [1] done processing
14:05:16 - cmdstanpy - INFO - Chain [1] start processing
14:05:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 938:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.638923   22.704970   60.435549
31 2025-08-31  42.371410   25.307165   62.706841
32 2025-09-30  42.112526   23.324971   60.087782
33 2025-10-31  41.845014   21.989478   59.280902
34 2025-11-30  41.586130   23.515819   60.701813
Forecast for Europe and Product 939:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.727062   10.005497   52.624044
31 2025-08-31  31.495828   10.876764   54.065887
32 2025-09-30  31.272053   10.388542   52.558920
33 2025-10-31  31.040818    9.781712   52.766709
34 2025-11-30  30.817043    9.391096   51.493477
14:05:16 - cmdstanpy - INFO - Chain [1] start processing
14:05:16 - cmdstanpy - INFO - Chain [1] done processing
14:05:16 - cmdstanpy - INFO - Chain [1] start processing
14:05:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 940:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.175815   21.163133   59.631698
31 2025-08-31  41.152811   22.798105   61.658123
32 2025-09-30  41.130548   21.951020   59.704788
33 2025-10-31  41.107544   22.557454   60.711007
34 2025-11-30  41.085281   20.906031   60.623408
Forecast for Europe and Product 941:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.807667   35.223302   67.866364
31 2025-08-31  52.374305   36.058074   66.843387
32 2025-09-30  52.922664   36.509004   68.662024
33 2025-10-31  53.489302   38.362237   69.004544
34 2025-11-30  54.037662   38.272688   68.772152
14:05:16 - cmdstanpy - INFO - Chain [1] start processing
14:05:16 - cmdstanpy - INFO - Chain [1] done processing
14:05:16 - cmdstanpy - INFO - Chain [1] start processing
14:05:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 942:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.694226   38.017642   66.035565
31 2025-08-31  52.020878   37.600574   66.067243
32 2025-09-30  52.336992   38.834384   66.555633
33 2025-10-31  52.663644   38.489973   66.201048
34 2025-11-30  52.979758   39.326388   67.416462
Forecast for Europe and Product 943:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.262971   31.568089   65.427716
31 2025-08-31  47.750247   31.280017   64.580802
32 2025-09-30  48.221804   32.849050   65.003955
33 2025-10-31  48.709079   32.163952   65.308745
34 2025-11-30  49.180636   32.008424   65.788610
14:05:17 - cmdstanpy - INFO - Chain [1] start processing
14:05:17 - cmdstanpy - INFO - Chain [1] done processing
14:05:17 - cmdstanpy - INFO - Chain [1] start processing
14:05:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 944:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.873012   15.698760   45.595421
31 2025-08-31  29.493089   14.832282   43.941835
32 2025-09-30  29.125422   14.220074   43.742069
33 2025-10-31  28.745499   12.716446   43.945358
34 2025-11-30  28.377832   14.208781   44.963099
Forecast for Europe and Product 945:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.600694   23.512801   69.702069
31 2025-08-31  46.933595   25.176311   68.430619
32 2025-09-30  47.255757   25.576454   67.949032
33 2025-10-31  47.588657   25.740090   69.776705
34 2025-11-30  47.910819   26.147495   69.063777
14:05:17 - cmdstanpy - INFO - Chain [1] start processing
14:05:17 - cmdstanpy - INFO - Chain [1] done processing
14:05:17 - cmdstanpy - INFO - Chain [1] start processing
14:05:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 946:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.029692    4.447344   49.647892
31 2025-08-31  26.301569    4.626347   47.908610
32 2025-09-30  25.596933    4.438129   48.061152
33 2025-10-31  24.868810    4.812667   47.002311
34 2025-11-30  24.164175    3.734120   45.586738
Forecast for Europe and Product 947:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.307642    4.138080   45.212805
31 2025-08-31  23.603555    1.442352   45.026561
32 2025-09-30  22.922180    2.010182   44.131178
33 2025-10-31  22.218093   -0.479072   44.298330
34 2025-11-30  21.536718    0.312300   43.387080
14:05:17 - cmdstanpy - INFO - Chain [1] start processing
14:05:17 - cmdstanpy - INFO - Chain [1] done processing
14:05:18 - cmdstanpy - INFO - Chain [1] start processing
14:05:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 948:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.532284   25.209457   64.743851
31 2025-08-31  44.581790   25.629059   63.693420
32 2025-09-30  44.629699   23.934031   63.571704
33 2025-10-31  44.679206   26.296851   62.398230
34 2025-11-30  44.727115   23.979546   64.909097
Forecast for Europe and Product 949:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.401024   17.633821   66.645995
31 2025-08-31  43.645037   19.448950   67.969804
32 2025-09-30  43.881178   19.307792   67.542917
33 2025-10-31  44.125190   20.055553   70.017999
34 2025-11-30  44.361331   20.054252   69.629013
14:05:18 - cmdstanpy - INFO - Chain [1] start processing
14:05:18 - cmdstanpy - INFO - Chain [1] done processing
14:05:18 - cmdstanpy - INFO - Chain [1] start processing
14:05:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 950:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.760587   25.802560   64.624249
31 2025-08-31  46.057066   26.928530   66.705219
32 2025-09-30  46.343981   26.584737   65.523287
33 2025-10-31  46.640459   26.216548   65.518024
34 2025-11-30  46.927374   27.619078   67.596896
Forecast for Europe and Product 951:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.841459   22.268280   59.096029
31 2025-08-31  40.022484   20.665685   59.382064
32 2025-09-30  40.197669   21.818092   58.356693
33 2025-10-31  40.378694   21.335942   57.527126
34 2025-11-30  40.553879   21.229759   57.201076
14:05:18 - cmdstanpy - INFO - Chain [1] start processing
14:05:18 - cmdstanpy - INFO - Chain [1] done processing
14:05:18 - cmdstanpy - INFO - Chain [1] start processing
14:05:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 952:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.920983   17.389439   75.610942
31 2025-08-31  47.337524   19.918015   74.390580
32 2025-09-30  47.740628   20.111327   74.822565
33 2025-10-31  48.157169   22.745766   76.512771
34 2025-11-30  48.560273   24.867561   76.469387
Forecast for Europe and Product 953:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.299127   25.646354   66.500246
31 2025-08-31  46.567134   26.351617   65.446397
32 2025-09-30  46.826496   26.884808   65.529224
33 2025-10-31  47.094504   26.287977   66.586038
34 2025-11-30  47.353866   28.338145   65.867460
14:05:18 - cmdstanpy - INFO - Chain [1] start processing
14:05:18 - cmdstanpy - INFO - Chain [1] done processing
14:05:19 - cmdstanpy - INFO - Chain [1] start processing
14:05:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 954:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.996002   34.091667   66.429695
31 2025-08-31  50.401316   34.337577   66.925596
32 2025-09-30  50.793554   33.834922   67.215639
33 2025-10-31  51.198867   34.538902   66.499743
34 2025-11-30  51.591106   35.431732   68.007314
Forecast for Europe and Product 955:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.909196   25.312605   59.141900
31 2025-08-31  41.867136   24.558518   58.229949
32 2025-09-30  41.826432   26.106838   59.142268
33 2025-10-31  41.784372   24.741666   58.173819
34 2025-11-30  41.743668   24.965661   59.798249
14:05:19 - cmdstanpy - INFO - Chain [1] start processing
14:05:19 - cmdstanpy - INFO - Chain [1] done processing
14:05:19 - cmdstanpy - INFO - Chain [1] start processing
14:05:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 956:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.874319   17.132448   58.711461
31 2025-08-31  37.408694   17.563944   57.459854
32 2025-09-30  36.958090   18.581936   57.545182
33 2025-10-31  36.492465   15.967042   55.103379
34 2025-11-30  36.041860   15.300085   56.014419
Forecast for Europe and Product 957:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.070453   18.262612   58.033153
31 2025-08-31  38.098889   16.159497   58.356429
32 2025-09-30  38.126407   18.183283   59.460624
33 2025-10-31  38.154843   18.461200   58.948382
34 2025-11-30  38.182361   17.410484   58.957231
14:05:19 - cmdstanpy - INFO - Chain [1] start processing
14:05:19 - cmdstanpy - INFO - Chain [1] done processing
14:05:19 - cmdstanpy - INFO - Chain [1] start processing
14:05:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 958:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.225067   23.308345   62.774549
31 2025-08-31  43.337181   24.688712   64.120542
32 2025-09-30  43.445679   21.893776   63.408137
33 2025-10-31  43.557793   22.084359   64.355294
34 2025-11-30  43.666291   24.305511   61.503535
Forecast for Europe and Product 959:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.647606   19.910006   58.163775
31 2025-08-31  38.391237   20.258076   57.772409
32 2025-09-30  38.143138   17.441976   57.852898
33 2025-10-31  37.886770   18.779591   57.444727
34 2025-11-30  37.638671   18.517848   56.538896
14:05:19 - cmdstanpy - INFO - Chain [1] start processing
14:05:19 - cmdstanpy - INFO - Chain [1] done processing
14:05:20 - cmdstanpy - INFO - Chain [1] start processing
14:05:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 960:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.491986   36.693607   76.747048
31 2025-08-31  57.387680   36.001761   77.714413
32 2025-09-30  58.254480   37.937661   77.101038
33 2025-10-31  59.150173   38.488944   79.673709
34 2025-11-30  60.016973   40.823681   81.031956
Forecast for Europe and Product 961:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.592052   30.501097   59.513160
31 2025-08-31  45.959172   29.851948   60.238077
32 2025-09-30  46.314450   31.070507   61.512995
33 2025-10-31  46.681571   32.249834   62.105973
34 2025-11-30  47.036849   32.377717   62.886606
14:05:20 - cmdstanpy - INFO - Chain [1] start processing
14:05:20 - cmdstanpy - INFO - Chain [1] done processing
14:05:20 - cmdstanpy - INFO - Chain [1] start processing
14:05:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 962:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.150784    7.370455   57.817404
31 2025-08-31  31.706275    7.138954   56.595762
32 2025-09-30  31.276106    6.716461   55.541401
33 2025-10-31  30.831598    6.287592   57.069492
34 2025-11-30  30.401429    5.474310   56.052081
Forecast for Europe and Product 963:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.446679   21.358380   66.745260
31 2025-08-31  44.860578   22.487236   70.895006
32 2025-09-30  45.261125   20.221701   70.098849
33 2025-10-31  45.675024   22.025128   69.767212
34 2025-11-30  46.075571   23.292821   70.035695
14:05:20 - cmdstanpy - INFO - Chain [1] start processing
14:05:20 - cmdstanpy - INFO - Chain [1] done processing
14:05:20 - cmdstanpy - INFO - Chain [1] start processing
14:05:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 964:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.403892   29.505908   62.820687
31 2025-08-31  46.729711   29.738975   63.395269
32 2025-09-30  47.045019   31.379515   63.622760
33 2025-10-31  47.370838   28.973944   65.872685
34 2025-11-30  47.686147   30.433318   64.376351
Forecast for Europe and Product 965:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.789908   27.182789   60.414390
31 2025-08-31  44.117067   28.205055   61.753858
32 2025-09-30  44.433673   28.157506   60.072861
33 2025-10-31  44.760831   28.295835   61.852832
34 2025-11-30  45.077437   28.856449   62.892783
14:05:20 - cmdstanpy - INFO - Chain [1] start processing
14:05:20 - cmdstanpy - INFO - Chain [1] done processing
14:05:21 - cmdstanpy - INFO - Chain [1] start processing
14:05:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 966:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.855643   27.646907   71.092962
31 2025-08-31  49.185934   26.610933   70.701586
32 2025-09-30  49.505570   27.649978   69.653919
33 2025-10-31  49.835861   28.541106   70.371117
34 2025-11-30  50.155498   29.273706   69.659932
Forecast for Europe and Product 967:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.599655   10.632211   53.835400
31 2025-08-31  31.243004   11.234436   52.338009
32 2025-09-30  30.897858   10.346112   49.720266
33 2025-10-31  30.541208   10.804234   50.729358
34 2025-11-30  30.196062   10.269003   51.298531
14:05:21 - cmdstanpy - INFO - Chain [1] start processing
14:05:21 - cmdstanpy - INFO - Chain [1] done processing
14:05:21 - cmdstanpy - INFO - Chain [1] start processing
14:05:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 968:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.841419   24.677896   60.685594
31 2025-08-31  42.673067   24.461345   61.108949
32 2025-09-30  42.510147   25.398879   60.303272
33 2025-10-31  42.341795   24.320165   60.180492
34 2025-11-30  42.178875   24.248026   61.504454
Forecast for Europe and Product 969:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.581487   26.101569   68.271880
31 2025-08-31  48.220306   27.751732   69.292498
32 2025-09-30  48.838518   27.156193   70.591385
33 2025-10-31  49.477338   27.588901   70.477023
34 2025-11-30  50.095550   30.601351   69.473927
14:05:21 - cmdstanpy - INFO - Chain [1] start processing
14:05:21 - cmdstanpy - INFO - Chain [1] done processing
14:05:21 - cmdstanpy - INFO - Chain [1] start processing
14:05:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 970:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.409715   35.352150   73.547754
31 2025-08-31  55.105876   36.964307   74.576597
32 2025-09-30  55.779581   35.943366   74.555668
33 2025-10-31  56.475743   37.559648   76.135606
34 2025-11-30  57.149448   38.668376   76.540745
Forecast for Europe and Product 971:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.513734   26.347856   73.141470
31 2025-08-31  49.666817   25.804589   72.380111
32 2025-09-30  49.814962   27.185797   74.143452
33 2025-10-31  49.968045   24.517647   71.633578
34 2025-11-30  50.116189   28.339503   73.693855
14:05:22 - cmdstanpy - INFO - Chain [1] start processing
14:05:22 - cmdstanpy - INFO - Chain [1] done processing
14:05:22 - cmdstanpy - INFO - Chain [1] start processing
14:05:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 972:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.924685   17.166885   58.875525
31 2025-08-31  36.588062   16.947892   55.942873
32 2025-09-30  36.262299   15.080742   55.766820
33 2025-10-31  35.925676   15.681749   57.225175
34 2025-11-30  35.599913   15.872217   55.451739
14:05:22 - cmdstanpy - INFO - Chain [1] start processing
14:05:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 973:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.953047    5.015606   43.995813
31 2025-08-31  24.270370    5.293781   43.079610
32 2025-09-30  23.609714    4.435661   41.245502
33 2025-10-31  22.927036    4.341640   41.700514
34 2025-11-30  22.266380    4.479905   40.749876
Forecast for Europe and Product 974:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.757554    0.477384   39.772337
31 2025-08-31  19.727255   -1.428713   41.360981
32 2025-09-30  18.730191   -3.275128   38.863409
33 2025-10-31  17.699892   -2.333614   37.917435
34 2025-11-30  16.702829   -3.367453   39.106463
14:05:22 - cmdstanpy - INFO - Chain [1] start processing
14:05:22 - cmdstanpy - INFO - Chain [1] done processing
14:05:22 - cmdstanpy - INFO - Chain [1] start processing
14:05:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 975:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.480409   43.391807   76.910293
31 2025-08-31  60.412956   42.204884   77.744085
32 2025-09-30  61.315421   44.781140   78.404323
33 2025-10-31  62.247968   45.110767   79.049291
34 2025-11-30  63.150433   45.401211   79.981240
Forecast for Europe and Product 976:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.045295   11.030296   52.843547
31 2025-08-31  31.511991   10.341117   53.984342
32 2025-09-30  30.995890    8.237986   52.255050
33 2025-10-31  30.462586    8.097140   52.473788
34 2025-11-30  29.946485    8.651176   51.494657
14:05:22 - cmdstanpy - INFO - Chain [1] start processing
14:05:22 - cmdstanpy - INFO - Chain [1] done processing
14:05:23 - cmdstanpy - INFO - Chain [1] start processing
14:05:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 977:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.863155   24.854725   58.591061
31 2025-08-31  40.942421   25.720251   58.135967
32 2025-09-30  41.019130   24.780145   56.316494
33 2025-10-31  41.098396   23.465911   58.422116
34 2025-11-30  41.175105   23.996238   57.589815
Forecast for Europe and Product 978:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.144049   23.115013   63.658922
31 2025-08-31  44.226362   23.317784   64.440775
32 2025-09-30  44.306020   24.639810   64.417245
33 2025-10-31  44.388334   25.623082   65.313809
34 2025-11-30  44.467992   22.548288   64.523640
14:05:23 - cmdstanpy - INFO - Chain [1] start processing
14:05:23 - cmdstanpy - INFO - Chain [1] done processing
14:05:23 - cmdstanpy - INFO - Chain [1] start processing
14:05:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 979:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.779035   27.873311   66.893458
31 2025-08-31  48.199895   28.106409   67.860025
32 2025-09-30  48.607180   27.777404   66.430290
33 2025-10-31  49.028040   29.628456   71.561957
34 2025-11-30  49.435324   29.896081   69.171816
Forecast for Europe and Product 980:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.624898   31.968232   71.851246
31 2025-08-31  53.111294   34.413560   73.348693
32 2025-09-30  53.582000   33.272799   75.701393
33 2025-10-31  54.068397   33.247919   74.677175
34 2025-11-30  54.539103   35.446322   75.299738
14:05:23 - cmdstanpy - INFO - Chain [1] start processing
14:05:23 - cmdstanpy - INFO - Chain [1] done processing
14:05:23 - cmdstanpy - INFO - Chain [1] start processing
14:05:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 981:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.739549   21.282431   67.432865
31 2025-08-31  45.023421   23.899360   69.453981
32 2025-09-30  45.298135   21.952169   66.885205
33 2025-10-31  45.582007   22.500927   67.955903
34 2025-11-30  45.856721   23.270269   68.893110
Forecast for Europe and Product 982:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.896674   12.770007   39.112659
31 2025-08-31  25.331485   11.918945   39.155702
32 2025-09-30  24.784528   11.746171   39.170075
33 2025-10-31  24.219340   10.733153   37.632965
34 2025-11-30  23.672383    9.950885   37.060991
14:05:24 - cmdstanpy - INFO - Chain [1] start processing
14:05:24 - cmdstanpy - INFO - Chain [1] done processing
14:05:24 - cmdstanpy - INFO - Chain [1] start processing
14:05:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 983:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.228263   38.463079   74.660878
31 2025-08-31  55.937022   37.660288   74.283207
32 2025-09-30  56.622917   38.513830   73.337912
33 2025-10-31  57.331675   39.448992   75.473774
34 2025-11-30  58.017571   41.065283   75.528216
Forecast for Europe and Product 984:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.599714   21.103682   62.915863
31 2025-08-31  42.612021   22.610120   63.273208
32 2025-09-30  42.623930   23.022230   62.992507
33 2025-10-31  42.636237   22.503240   63.177335
34 2025-11-30  42.648146   22.730603   63.831600
14:05:24 - cmdstanpy - INFO - Chain [1] start processing
14:05:24 - cmdstanpy - INFO - Chain [1] done processing
14:05:24 - cmdstanpy - INFO - Chain [1] start processing
14:05:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 985:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.279069    9.689686   50.085120
31 2025-08-31  29.725104    9.054511   50.051883
32 2025-09-30  29.189009   10.074287   49.215217
33 2025-10-31  28.635045    9.629468   48.595433
34 2025-11-30  28.098950    9.813156   47.909413
Forecast for Europe and Product 986:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.862571   22.383797   57.147449
31 2025-08-31  39.916540   23.019513   57.928832
32 2025-09-30  39.968767   21.688141   57.683318
33 2025-10-31  40.022736   20.970782   56.187250
34 2025-11-30  40.074963   22.856430   56.760278
14:05:24 - cmdstanpy - INFO - Chain [1] start processing
14:05:24 - cmdstanpy - INFO - Chain [1] done processing
14:05:24 - cmdstanpy - INFO - Chain [1] start processing
14:05:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 987:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.245182   19.393777   61.391789
31 2025-08-31  40.398473   18.957188   62.395773
32 2025-09-30  40.546818   18.017534   59.847650
33 2025-10-31  40.700109   20.745752   62.985903
34 2025-11-30  40.848454   21.183191   61.015672
Forecast for Europe and Product 988:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.075608   13.721035   59.255225
31 2025-08-31  35.645322   14.148042   55.962449
32 2025-09-30  35.228917   14.158765   56.342568
33 2025-10-31  34.798632   13.956440   55.630374
34 2025-11-30  34.382227   11.876862   53.188924
14:05:25 - cmdstanpy - INFO - Chain [1] start processing
14:05:25 - cmdstanpy - INFO - Chain [1] done processing
14:05:25 - cmdstanpy - INFO - Chain [1] start processing
14:05:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 989:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.869773   29.093267   58.705901
31 2025-08-31  44.052598   29.395106   58.010176
32 2025-09-30  44.229525   29.517034   60.216573
33 2025-10-31  44.412350   29.396076   59.338232
34 2025-11-30  44.589278   29.110298   59.205457
Forecast for Europe and Product 990:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.488985   13.918564   56.069364
31 2025-08-31  33.947575   13.695576   54.886516
32 2025-09-30  33.423629   12.850339   54.137970
33 2025-10-31  32.882219   12.933256   53.610506
34 2025-11-30  32.358274    9.965347   53.778203
14:05:25 - cmdstanpy - INFO - Chain [1] start processing
14:05:25 - cmdstanpy - INFO - Chain [1] done processing
14:05:25 - cmdstanpy - INFO - Chain [1] start processing
14:05:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 991:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.318490    7.140558   53.491053
31 2025-08-31  28.876591    6.635002   50.081852
32 2025-09-30  28.448948    5.729942   48.868962
33 2025-10-31  28.007050    5.974845   51.262040
34 2025-11-30  27.579406    5.221181   50.584331
Forecast for Europe and Product 992:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.074688   19.495987   64.635487
31 2025-08-31  43.267024   21.032768   66.040648
32 2025-09-30  43.453156   20.947137   68.107945
33 2025-10-31  43.645492   21.333958   66.580412
34 2025-11-30  43.831624   21.350860   67.234483
14:05:25 - cmdstanpy - INFO - Chain [1] start processing
14:05:25 - cmdstanpy - INFO - Chain [1] done processing
14:05:25 - cmdstanpy - INFO - Chain [1] start processing
14:05:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 993:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.288099   14.913020   47.869477
31 2025-08-31  30.730645   14.947831   46.340196
32 2025-09-30  30.191173   13.889069   46.164738
33 2025-10-31  29.633719   12.875750   46.039777
34 2025-11-30  29.094248   12.532100   43.718274
Forecast for Europe and Product 994:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.695515   16.741477   58.508743
31 2025-08-31  37.256681   16.541339   59.030987
32 2025-09-30  36.832004   15.814997   59.760897
33 2025-10-31  36.393171   16.302218   58.401248
34 2025-11-30  35.968493   15.146053   56.329682
14:05:26 - cmdstanpy - INFO - Chain [1] start processing
14:05:26 - cmdstanpy - INFO - Chain [1] done processing
14:05:26 - cmdstanpy - INFO - Chain [1] start processing
14:05:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 995:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.448645   21.884261   65.022066
31 2025-08-31  43.665985   21.494743   65.911952
32 2025-09-30  43.876314   20.995828   64.599788
33 2025-10-31  44.093654   22.299837   67.345818
34 2025-11-30  44.303983   21.742106   66.710920
Forecast for Europe and Product 996:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.621597   28.631458   71.672137
31 2025-08-31  50.223716   27.011981   73.650853
32 2025-09-30  50.806412   29.086574   73.231737
33 2025-10-31  51.408532   29.033346   72.871815
34 2025-11-30  51.991228   30.406664   73.954627
14:05:26 - cmdstanpy - INFO - Chain [1] start processing
14:05:26 - cmdstanpy - INFO - Chain [1] done processing
14:05:26 - cmdstanpy - INFO - Chain [1] start processing
14:05:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 997:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.186977   13.235131   51.116419
31 2025-08-31  31.866486   13.750253   50.249007
32 2025-09-30  31.556333   12.093941   48.668499
33 2025-10-31  31.235841   12.121373   47.672701
34 2025-11-30  30.925688   12.769525   50.446542
Forecast for Europe and Product 998:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.772588   22.681136   64.038950
31 2025-08-31  43.074853   23.851135   61.710462
32 2025-09-30  43.367368   21.784142   62.042155
33 2025-10-31  43.669633   23.993583   63.927842
34 2025-11-30  43.962147   24.895921   64.448522
14:05:26 - cmdstanpy - INFO - Chain [1] start processing
14:05:26 - cmdstanpy - INFO - Chain [1] done processing
14:05:26 - cmdstanpy - INFO - Chain [1] start processing
14:05:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for Europe and Product 999:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.170030   19.535449   59.354224
31 2025-08-31  40.089209   19.928052   58.193849
32 2025-09-30  40.010996   19.507126   61.861759
33 2025-10-31  39.930175   18.459307   61.669999
34 2025-11-30  39.851962   19.455341   59.857340
Forecast for North America and Product 100:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.713480   33.962830   79.257147
31 2025-08-31  57.569725   35.014770   80.992619
32 2025-09-30  58.398349   36.158879   82.136859
33 2025-10-31  59.254594   36.488532   82.191348
34 2025-11-30  60.083219   35.048719   83.596215
14:05:27 - cmdstanpy - INFO - Chain [1] start processing
14:05:27 - cmdstanpy - INFO - Chain [1] done processing
14:05:27 - cmdstanpy - INFO - Chain [1] start processing
14:05:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 101:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.351175   28.772215   80.802635
31 2025-08-31  54.747131   29.676187   81.376254
32 2025-09-30  55.130314   27.803781   80.450462
33 2025-10-31  55.526270   26.751934   80.797573
34 2025-11-30  55.909454   29.394647   80.795182
Forecast for North America and Product 102:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.787091   25.068809   69.015056
31 2025-08-31  46.924950   24.393428   68.772303
32 2025-09-30  47.058362   23.575342   68.303291
33 2025-10-31  47.196221   25.499231   68.401347
34 2025-11-30  47.329633   24.541171   68.911468
14:05:27 - cmdstanpy - INFO - Chain [1] start processing
14:05:27 - cmdstanpy - INFO - Chain [1] done processing
14:05:27 - cmdstanpy - INFO - Chain [1] start processing
14:05:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 103:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.979942   22.760350   62.670141
31 2025-08-31  43.135159   24.436242   62.941046
32 2025-09-30  43.285370   24.223144   62.222431
33 2025-10-31  43.440587   25.357379   61.941319
34 2025-11-30  43.590797   24.867067   62.315071
Forecast for North America and Product 104:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.669903   26.290189   55.927221
31 2025-08-31  40.873659   26.782884   55.348183
32 2025-09-30  41.070842   26.940273   56.218404
33 2025-10-31  41.274598   26.271071   55.917910
34 2025-11-30  41.471781   25.466890   56.672063
14:05:27 - cmdstanpy - INFO - Chain [1] start processing
14:05:27 - cmdstanpy - INFO - Chain [1] done processing
14:05:28 - cmdstanpy - INFO - Chain [1] start processing
14:05:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 105:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.251507   35.088700   69.787780
31 2025-08-31  52.719616   35.527471   69.532939
32 2025-09-30  53.172624   37.111001   70.111546
33 2025-10-31  53.640733   36.466218   70.649300
34 2025-11-30  54.093741   38.105820   72.460238
14:05:28 - cmdstanpy - INFO - Chain [1] start processing
14:05:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 106:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.937517   13.449031   54.611782
31 2025-08-31  33.227959   12.522918   56.253471
32 2025-09-30  32.541290   10.913573   54.574029
33 2025-10-31  31.831732    8.828793   54.159776
34 2025-11-30  31.145063   10.638608   53.434730
Forecast for North America and Product 107:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.167503   25.651143   65.188706
31 2025-08-31  46.500559   26.356318   65.602103
32 2025-09-30  46.822870   25.834659   67.697790
33 2025-10-31  47.155926   27.445238   67.689051
34 2025-11-30  47.478238   27.440100   68.547454
14:05:28 - cmdstanpy - INFO - Chain [1] start processing
14:05:28 - cmdstanpy - INFO - Chain [1] done processing
14:05:28 - cmdstanpy - INFO - Chain [1] start processing
14:05:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 108:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.085880   35.832635   72.258353
31 2025-08-31  54.608116   37.425636   72.905777
32 2025-09-30  55.113505   36.801696   71.996759
33 2025-10-31  55.635740   38.318801   73.347969
34 2025-11-30  56.141130   38.368411   73.725146
Forecast for North America and Product 109:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.795601   31.261425   63.243016
31 2025-08-31  47.339171   30.845809   62.663904
32 2025-09-30  47.865207   32.408644   64.382508
33 2025-10-31  48.408777   33.284703   63.234192
34 2025-11-30  48.934812   33.744781   63.986467
14:05:28 - cmdstanpy - INFO - Chain [1] start processing
14:05:28 - cmdstanpy - INFO - Chain [1] done processing
14:05:28 - cmdstanpy - INFO - Chain [1] start processing
14:05:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 110:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.675608    7.784228   34.379761
31 2025-08-31  19.776755    6.264421   32.476183
32 2025-09-30  18.906898    4.257806   32.115281
33 2025-10-31  18.008045    4.545618   31.597334
34 2025-11-30  17.138188    4.518634   30.359426
Forecast for North America and Product 111:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.419003   33.964849   80.444875
31 2025-08-31  59.042796   35.606849   82.367864
32 2025-09-30  59.646468   36.051257   82.372459
33 2025-10-31  60.270261   37.027089   83.080559
34 2025-11-30  60.873932   38.129176   84.073638
14:05:29 - cmdstanpy - INFO - Chain [1] start processing
14:05:29 - cmdstanpy - INFO - Chain [1] done processing
14:05:29 - cmdstanpy - INFO - Chain [1] start processing
14:05:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 112:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.674343   15.692758   54.076435
31 2025-08-31  35.519620   16.614807   54.495912
32 2025-09-30  35.369887   16.800316   55.966810
33 2025-10-31  35.215163   17.622228   54.653467
34 2025-11-30  35.065430   16.608896   54.074943
Forecast for North America and Product 113:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.196672   37.266801   62.966603
31 2025-08-31  50.789797   38.012673   64.085010
32 2025-09-30  51.363790   38.958050   64.262907
33 2025-10-31  51.956915   38.234339   65.073506
34 2025-11-30  52.530908   40.122215   64.441262
14:05:29 - cmdstanpy - INFO - Chain [1] start processing
14:05:29 - cmdstanpy - INFO - Chain [1] done processing
14:05:29 - cmdstanpy - INFO - Chain [1] start processing
14:05:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 114:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.305038   25.855684   65.204718
31 2025-08-31  45.597146   28.151024   64.298228
32 2025-09-30  45.879831   25.517254   65.218127
33 2025-10-31  46.171939   24.662476   65.646129
34 2025-11-30  46.454625   25.652704   67.517910
Forecast for North America and Product 115:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.986877   30.835068   70.552571
31 2025-08-31  50.422068   29.796062   72.380638
32 2025-09-30  50.843222   31.252030   72.688453
33 2025-10-31  51.278413   31.204394   72.077731
34 2025-11-30  51.699566   31.171407   72.543550
14:05:29 - cmdstanpy - INFO - Chain [1] start processing
14:05:29 - cmdstanpy - INFO - Chain [1] done processing
14:05:29 - cmdstanpy - INFO - Chain [1] start processing
14:05:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 116:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.645560   13.029973   59.022990
31 2025-08-31  35.202692   14.338374   58.170334
32 2025-09-30  34.774111   13.741831   56.766796
33 2025-10-31  34.331243   11.311800   56.847824
34 2025-11-30  33.902662   12.028617   56.533053
Forecast for North America and Product 117:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.274282   29.498899   70.956875
31 2025-08-31  50.771533   31.457015   70.668548
32 2025-09-30  51.252744   31.154732   71.402136
33 2025-10-31  51.749995   29.698546   70.735337
34 2025-11-30  52.231206   31.799646   72.177388
14:05:30 - cmdstanpy - INFO - Chain [1] start processing
14:05:30 - cmdstanpy - INFO - Chain [1] done processing
14:05:30 - cmdstanpy - INFO - Chain [1] start processing
14:05:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 118:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.366986    3.904964   48.190709
31 2025-08-31  25.608411    3.823180   48.033044
32 2025-09-30  24.874306    1.916813   48.026051
33 2025-10-31  24.115730   -0.572398   48.232782
34 2025-11-30  23.381625   -0.320436   44.598751
14:05:30 - cmdstanpy - INFO - Chain [1] start processing
14:05:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 119:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.344263    9.449389   57.674652
31 2025-08-31  33.073297    9.004297   58.097769
32 2025-09-30  32.811071   10.820256   57.413352
33 2025-10-31  32.540105    7.730083   56.869901
34 2025-11-30  32.277880    8.219967   55.350229
Forecast for North America and Product 120:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.487002   12.372517   36.663130
31 2025-08-31  24.867655   12.885347   37.835931
32 2025-09-30  24.268287   11.162238   37.017893
33 2025-10-31  23.648941   10.388307   34.400379
34 2025-11-30  23.049573   10.572014   35.857685
14:05:30 - cmdstanpy - INFO - Chain [1] start processing
14:05:30 - cmdstanpy - INFO - Chain [1] done processing
14:05:30 - cmdstanpy - INFO - Chain [1] start processing
14:05:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 121:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.689829   33.573620   74.519378
31 2025-08-31  53.528879   33.817820   74.500611
32 2025-09-30  54.340863   34.362853   73.934308
33 2025-10-31  55.179914   33.942037   75.150405
34 2025-11-30  55.991898   35.792191   77.606338
Forecast for North America and Product 122:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.066216   18.979029   50.984795
31 2025-08-31  34.685525   19.990863   50.122885
32 2025-09-30  34.317116   19.233618   50.510257
33 2025-10-31  33.936425   18.067780   48.471045
34 2025-11-30  33.568015   17.062066   49.065002
14:05:31 - cmdstanpy - INFO - Chain [1] start processing
14:05:31 - cmdstanpy - INFO - Chain [1] done processing
14:05:31 - cmdstanpy - INFO - Chain [1] start processing
14:05:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 123:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.372773   16.664088   48.585183
31 2025-08-31  32.975202   18.381424   48.701502
32 2025-09-30  32.590455   16.394905   48.235470
33 2025-10-31  32.192884   18.357046   48.480719
34 2025-11-30  31.808138   15.500931   47.253032
14:05:31 - cmdstanpy - INFO - Chain [1] start processing
14:05:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 124:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.838500   15.413911   51.845047
31 2025-08-31  32.618064   13.932137   51.634376
32 2025-09-30  32.404739   12.830765   51.793557
33 2025-10-31  32.184303   13.097240   51.546714
34 2025-11-30  31.970978   11.779087   50.620281
Forecast for North America and Product 125:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.868723   14.560562   52.158733
31 2025-08-31  33.332717   13.232867   51.323034
32 2025-09-30  32.814001   13.572594   52.609866
33 2025-10-31  32.277995   13.690659   53.052417
34 2025-11-30  31.759279   12.791584   49.158827
14:05:31 - cmdstanpy - INFO - Chain [1] start processing
14:05:31 - cmdstanpy - INFO - Chain [1] done processing
14:05:31 - cmdstanpy - INFO - Chain [1] start processing
14:05:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 126:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  67.017979   52.193873   84.926696
31 2025-08-31  68.282102   50.428582   84.037192
32 2025-09-30  69.505446   51.867276   86.223425
33 2025-10-31  70.769569   52.709454   87.228356
34 2025-11-30  71.992914   54.325443   91.679699
Forecast for North America and Product 127:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.168781   40.428468   81.780318
31 2025-08-31  62.280498   42.231902   82.217245
32 2025-09-30  63.356353   42.306972   85.138776
33 2025-10-31  64.468069   42.932362   86.870064
34 2025-11-30  65.543924   47.124545   86.406798
14:05:32 - cmdstanpy - INFO - Chain [1] start processing
14:05:32 - cmdstanpy - INFO - Chain [1] done processing
14:05:32 - cmdstanpy - INFO - Chain [1] start processing
14:05:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 128:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.887308   18.611372   53.881154
31 2025-08-31  35.529742   18.214989   52.383912
32 2025-09-30  35.183710   20.085385   51.868204
33 2025-10-31  34.826144   17.703150   52.408848
34 2025-11-30  34.480113   16.629838   51.922659
Forecast for North America and Product 129:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.810666   30.097342   82.206435
31 2025-08-31  57.555647   30.483486   82.756580
32 2025-09-30  58.276597   32.772359   83.313141
33 2025-10-31  59.021577   31.798329   84.018436
34 2025-11-30  59.742527   34.749860   85.917890
14:05:32 - cmdstanpy - INFO - Chain [1] start processing
14:05:32 - cmdstanpy - INFO - Chain [1] done processing
14:05:32 - cmdstanpy - INFO - Chain [1] start processing
14:05:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 130:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.540549   21.808277   62.261912
31 2025-08-31  41.454521   20.609960   61.172371
32 2025-09-30  41.371268   21.447363   60.745012
33 2025-10-31  41.285240   20.899124   61.780675
34 2025-11-30  41.201987   20.847799   61.949372
Forecast for North America and Product 131:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.249408   39.217015   77.465492
31 2025-08-31  59.097632   40.251297   77.804607
32 2025-09-30  59.918495   41.653021   78.220714
33 2025-10-31  60.766719   40.804572   80.359520
34 2025-11-30  61.587581   40.916833   80.666061
14:05:32 - cmdstanpy - INFO - Chain [1] start processing
14:05:32 - cmdstanpy - INFO - Chain [1] done processing
14:05:33 - cmdstanpy - INFO - Chain [1] start processing
14:05:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 132:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.890361    6.219085   56.725123
31 2025-08-31  30.374874    4.463107   55.513721
32 2025-09-30  29.876015    5.304068   56.666949
33 2025-10-31  29.360528    4.731977   53.654804
34 2025-11-30  28.861670    4.425124   54.585814
Forecast for North America and Product 133:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.238218   35.503286   61.236087
31 2025-08-31  48.623924   36.205623   63.100806
32 2025-09-30  48.997187   34.954395   61.618628
33 2025-10-31  49.382893   36.765981   62.888255
34 2025-11-30  49.756157   36.736591   63.255649
14:05:33 - cmdstanpy - INFO - Chain [1] start processing
14:05:33 - cmdstanpy - INFO - Chain [1] done processing
14:05:33 - cmdstanpy - INFO - Chain [1] start processing
14:05:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 134:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.225616   19.401861   52.029305
31 2025-08-31  36.242416   19.545277   52.534406
32 2025-09-30  36.258674   19.664973   52.802301
33 2025-10-31  36.275475   19.603906   52.104636
34 2025-11-30  36.291733   18.519517   52.712767
Forecast for North America and Product 135:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.125508   31.607074   52.065288
31 2025-08-31  42.265030   32.085961   52.781887
32 2025-09-30  42.400051   32.171324   53.145204
33 2025-10-31  42.539573   32.266619   53.468308
34 2025-11-30  42.674594   33.122506   53.589724
14:05:33 - cmdstanpy - INFO - Chain [1] start processing
14:05:33 - cmdstanpy - INFO - Chain [1] done processing
14:05:33 - cmdstanpy - INFO - Chain [1] start processing
14:05:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 136:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.201647    4.278050   33.124639
31 2025-08-31  18.247930    3.773223   32.469737
32 2025-09-30  17.324978    3.678863   30.364287
33 2025-10-31  16.371261    2.013417   30.534134
34 2025-11-30  15.448309    0.946729   29.957192
14:05:34 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 137:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.857925    3.716311   43.118578
31 2025-08-31  22.970021    3.457630   43.308470
32 2025-09-30  22.110760    3.498548   42.741050
33 2025-10-31  21.222857    0.799094   39.232028
34 2025-11-30  20.363595    0.565898   40.981467
14:05:34 - cmdstanpy - INFO - Chain [1] done processing
14:05:34 - cmdstanpy - INFO - Chain [1] start processing
14:05:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 138:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.752088   34.938065   71.074631
31 2025-08-31  53.446870   34.711936   70.474871
32 2025-09-30  54.119241   36.608525   71.233267
33 2025-10-31  54.814024   36.559146   72.818436
34 2025-11-30  55.486394   37.621850   72.427388
14:05:34 - cmdstanpy - INFO - Chain [1] start processing
14:05:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 139:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.498750   12.796792   51.830911
31 2025-08-31  32.097131   12.119584   50.049451
32 2025-09-30  31.708468   14.311036   49.827571
33 2025-10-31  31.306849   12.697711   49.369324
34 2025-11-30  30.918186   12.975151   48.724523
14:05:34 - cmdstanpy - INFO - Chain [1] start processing
14:05:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 140:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.303714   38.347800   78.412928
31 2025-08-31  59.157134   38.130982   77.976739
32 2025-09-30  59.983025   41.009852   81.886881
33 2025-10-31  60.836445   41.996469   81.156459
34 2025-11-30  61.662335   42.230683   82.454517
14:05:35 - cmdstanpy - INFO - Chain [1] start processing
14:05:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 141:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.286361   20.816484   54.142234
31 2025-08-31  37.220678   18.955784   54.707235
32 2025-09-30  37.157114   20.020316   54.777517
33 2025-10-31  37.091430   19.456540   55.380173
34 2025-11-30  37.027866   19.609985   54.620582
Forecast for North America and Product 142:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.011674   22.950270   51.947830
31 2025-08-31  37.958823   24.417470   52.615983
32 2025-09-30  37.907676   23.584794   51.691613
33 2025-10-31  37.854825   24.486905   52.269668
34 2025-11-30  37.803678   24.053495   51.921408
14:05:35 - cmdstanpy - INFO - Chain [1] start processing
14:05:35 - cmdstanpy - INFO - Chain [1] done processing
14:05:35 - cmdstanpy - INFO - Chain [1] start processing
14:05:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 143:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.698179   27.377766   58.791379
31 2025-08-31  42.863828   26.212920   58.316478
32 2025-09-30  43.024133   26.719192   59.022715
33 2025-10-31  43.189782   27.524060   59.309460
34 2025-11-30  43.350088   26.497224   59.189575
14:05:35 - cmdstanpy - INFO - Chain [1] start processing
14:05:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 144:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.483610   21.636794   58.987062
31 2025-08-31  39.609344   20.234927   57.540366
32 2025-09-30  39.731022   22.875472   59.789861
33 2025-10-31  39.856757   21.351973   59.070662
34 2025-11-30  39.978435   21.816220   59.175763
Forecast for North America and Product 145:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.296601   46.380113   82.749700
31 2025-08-31  65.601384   47.237390   84.029518
32 2025-09-30  66.864077   47.799701   86.065547
33 2025-10-31  68.168861   48.958577   87.547545
34 2025-11-30  69.431554   49.618699   87.683851
14:05:35 - cmdstanpy - INFO - Chain [1] start processing
14:05:35 - cmdstanpy - INFO - Chain [1] done processing
14:05:36 - cmdstanpy - INFO - Chain [1] start processing
14:05:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 146:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.060890    1.272768   40.670905
31 2025-08-31  18.933874   -1.227926   37.985298
32 2025-09-30  17.843213   -3.020741   38.885822
33 2025-10-31  16.716197   -2.594230   36.832733
34 2025-11-30  15.625537   -4.356850   35.713584
Forecast for North America and Product 147:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.968206   15.549766   52.048288
31 2025-08-31  33.875759   15.466772   51.980961
32 2025-09-30  33.786294   15.873575   52.166349
33 2025-10-31  33.693846   14.710810   51.782459
34 2025-11-30  33.604381   14.126128   51.105209
14:05:36 - cmdstanpy - INFO - Chain [1] start processing
14:05:36 - cmdstanpy - INFO - Chain [1] done processing
14:05:36 - cmdstanpy - INFO - Chain [1] start processing
14:05:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 148:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.820655   15.196300   47.716747
31 2025-08-31  31.440004   15.657134   47.802532
32 2025-09-30  31.071633   14.946696   47.402127
33 2025-10-31  30.690982   14.175389   45.755992
34 2025-11-30  30.322610   13.687860   46.683302
Forecast for North America and Product 149:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.213581   11.880466   50.724159
31 2025-08-31  31.116483   10.634585   51.028746
32 2025-09-30  31.022517   12.198063   50.379792
33 2025-10-31  30.925419   11.881857   50.421446
34 2025-11-30  30.831453   11.198743   52.216797
14:05:36 - cmdstanpy - INFO - Chain [1] start processing
14:05:36 - cmdstanpy - INFO - Chain [1] done processing
14:05:36 - cmdstanpy - INFO - Chain [1] start processing
14:05:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 150:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.545821   15.122987   61.659477
31 2025-08-31  37.950129   16.532683   62.786406
32 2025-09-30  37.373652   13.550055   61.273983
33 2025-10-31  36.777960   13.210864   60.779436
34 2025-11-30  36.201483   11.318058   57.793691
Forecast for North America and Product 151:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.716979   23.297772   59.948452
31 2025-08-31  41.737170   22.908778   61.120723
32 2025-09-30  41.756710   24.302389   60.120298
33 2025-10-31  41.776901   23.773125   58.807535
34 2025-11-30  41.796441   24.714407   60.180242
14:05:36 - cmdstanpy - INFO - Chain [1] start processing
14:05:37 - cmdstanpy - INFO - Chain [1] done processing
14:05:37 - cmdstanpy - INFO - Chain [1] start processing
14:05:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 152:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  11.960306   -2.846497   27.479977
31 2025-08-31  10.308444   -5.055260   25.083007
32 2025-09-30   8.709869   -7.068344   24.105817
33 2025-10-31   7.058007   -8.790684   21.311758
34 2025-11-30   5.459431  -10.080962   22.025937
Forecast for North America and Product 153:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.264698    7.594821   38.605570
31 2025-08-31  22.719936    7.667685   37.566631
32 2025-09-30  22.192748    8.167059   38.069691
33 2025-10-31  21.647986    6.870400   37.118089
34 2025-11-30  21.120797    4.767726   36.425168
14:05:37 - cmdstanpy - INFO - Chain [1] start processing
14:05:37 - cmdstanpy - INFO - Chain [1] done processing
14:05:37 - cmdstanpy - INFO - Chain [1] start processing
14:05:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 154:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.258194   27.751641   73.768160
31 2025-08-31  50.776052   28.549920   75.096690
32 2025-09-30  51.277205   28.444399   73.892835
33 2025-10-31  51.795064   29.411794   74.557757
34 2025-11-30  52.296217   29.126476   74.863970
Forecast for North America and Product 155:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.271101   24.985783   62.001653
31 2025-08-31  43.115670   24.422882   62.163206
32 2025-09-30  42.965252   24.688448   62.267477
33 2025-10-31  42.809820   25.553195   62.413388
34 2025-11-30  42.659402   23.362718   60.613417
14:05:37 - cmdstanpy - INFO - Chain [1] start processing
14:05:37 - cmdstanpy - INFO - Chain [1] done processing
14:05:37 - cmdstanpy - INFO - Chain [1] start processing
14:05:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 156:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.095907   24.230114   68.892139
31 2025-08-31  47.499188   25.745035   69.739234
32 2025-09-30  47.889461   23.713172   70.161358
33 2025-10-31  48.292742   26.308481   70.142630
34 2025-11-30  48.683014   26.295089   71.111118
Forecast for North America and Product 157:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.069853   38.097060   74.603833
31 2025-08-31  56.982450   37.993284   77.022739
32 2025-09-30  57.865609   39.445997   76.976144
33 2025-10-31  58.778206   40.102207   78.424031
34 2025-11-30  59.661364   41.662384   78.795229
14:05:37 - cmdstanpy - INFO - Chain [1] start processing
14:05:38 - cmdstanpy - INFO - Chain [1] done processing
14:05:38 - cmdstanpy - INFO - Chain [1] start processing
14:05:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 158:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.251805   12.789388   49.443345
31 2025-08-31  30.784095   14.076943   48.320608
32 2025-09-30  30.331472   13.426972   49.138236
33 2025-10-31  29.863762   11.639611   46.574521
34 2025-11-30  29.411140   12.003006   47.782215
Forecast for North America and Product 159:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.191690   18.146220   60.627252
31 2025-08-31  39.184137   16.935794   59.219821
32 2025-09-30  39.176827   19.334256   59.294477
33 2025-10-31  39.169274   17.637903   58.917149
34 2025-11-30  39.161964   18.235891   60.033939
14:05:38 - cmdstanpy - INFO - Chain [1] start processing
14:05:38 - cmdstanpy - INFO - Chain [1] done processing
14:05:38 - cmdstanpy - INFO - Chain [1] start processing
14:05:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 160:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.811420    8.613219   44.899650
31 2025-08-31  26.142157    8.731246   44.735647
32 2025-09-30  25.494483    7.118579   42.654534
33 2025-10-31  24.825219    6.132039   42.773552
34 2025-11-30  24.177545    6.041220   41.197159
Forecast for North America and Product 161:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.198136   18.634649   61.910297
31 2025-08-31  40.388434   18.994545   61.571914
32 2025-09-30  40.572593   19.808142   59.954675
33 2025-10-31  40.762892   19.409131   61.374880
34 2025-11-30  40.947051   18.884925   63.000995
14:05:38 - cmdstanpy - INFO - Chain [1] start processing
14:05:38 - cmdstanpy - INFO - Chain [1] done processing
14:05:38 - cmdstanpy - INFO - Chain [1] start processing
14:05:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 162:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.810501   29.217721   71.560631
31 2025-08-31  50.343160   30.525143   73.277339
32 2025-09-30  50.858637   28.849559   71.786879
33 2025-10-31  51.391296   29.937279   72.150393
34 2025-11-30  51.906773   29.640776   73.815559
Forecast for North America and Product 163:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.161967   15.044979   49.813271
31 2025-08-31  31.886420   14.511060   48.617744
32 2025-09-30  31.619762   14.854176   48.015272
33 2025-10-31  31.344215   14.846210   48.441921
34 2025-11-30  31.077557   14.825031   48.241999
14:05:39 - cmdstanpy - INFO - Chain [1] start processing
14:05:39 - cmdstanpy - INFO - Chain [1] done processing
14:05:39 - cmdstanpy - INFO - Chain [1] start processing
14:05:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 164:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.045614    4.173700   43.236556
31 2025-08-31  23.347784    3.270384   42.998680
32 2025-09-30  22.672463    2.835746   43.189426
33 2025-10-31  21.974633    1.685285   42.367002
34 2025-11-30  21.299312    0.707087   41.697682
Forecast for North America and Product 165:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.678762   22.377859   57.346290
31 2025-08-31  39.754902   22.055995   57.864645
32 2025-09-30  39.828585   22.218073   57.556732
33 2025-10-31  39.904725   21.738755   57.742712
34 2025-11-30  39.978409   20.000331   57.626191
14:05:39 - cmdstanpy - INFO - Chain [1] start processing
14:05:39 - cmdstanpy - INFO - Chain [1] done processing
14:05:39 - cmdstanpy - INFO - Chain [1] start processing
14:05:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 166:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.032758   14.154392   46.315020
31 2025-08-31  29.730587   11.920359   45.994742
32 2025-09-30  29.438162   14.289956   46.099002
33 2025-10-31  29.135991   14.092977   46.041442
34 2025-11-30  28.843567   12.182366   45.788055
Forecast for North America and Product 167:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.532479   15.210861   46.366093
31 2025-08-31  30.047857   15.458340   45.497903
32 2025-09-30  29.578867   14.692580   45.270152
33 2025-10-31  29.094244   14.463131   43.015527
34 2025-11-30  28.625255   14.620365   44.148283
14:05:39 - cmdstanpy - INFO - Chain [1] start processing
14:05:39 - cmdstanpy - INFO - Chain [1] done processing
14:05:39 - cmdstanpy - INFO - Chain [1] start processing
14:05:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 168:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.984068   -1.858213   38.774871
31 2025-08-31  17.723790   -2.711533   38.354301
32 2025-09-30  16.504166   -3.596369   37.617147
33 2025-10-31  15.243887   -4.224758   35.576038
34 2025-11-30  14.024263   -8.454205   34.072740
Forecast for North America and Product 169:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.238594   29.259652   67.815371
31 2025-08-31  48.607991   29.189838   67.587354
32 2025-09-30  48.965472   28.406452   66.566836
33 2025-10-31  49.334869   29.018346   69.009628
34 2025-11-30  49.692349   30.376804   68.931325
14:05:40 - cmdstanpy - INFO - Chain [1] start processing
14:05:40 - cmdstanpy - INFO - Chain [1] done processing
14:05:40 - cmdstanpy - INFO - Chain [1] start processing
14:05:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 170:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.005204   12.437660   62.219740
31 2025-08-31  37.028853   12.656445   62.034797
32 2025-09-30  37.051740   14.758100   61.269140
33 2025-10-31  37.075390   11.734295   62.914476
34 2025-11-30  37.098277   12.380169   62.869869
Forecast for North America and Product 171:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.937412   25.495316   63.455983
31 2025-08-31  44.055458   23.105514   63.348446
32 2025-09-30  44.169696   24.449278   62.485470
33 2025-10-31  44.287743   26.411629   64.121868
34 2025-11-30  44.401981   24.290504   65.723807
14:05:40 - cmdstanpy - INFO - Chain [1] start processing
14:05:40 - cmdstanpy - INFO - Chain [1] done processing
14:05:40 - cmdstanpy - INFO - Chain [1] start processing
14:05:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 172:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.206851   10.535319   48.808860
31 2025-08-31  28.719631   10.398813   47.856055
32 2025-09-30  28.248127   10.239221   47.858323
33 2025-10-31  27.760907    9.359802   46.825402
34 2025-11-30  27.289404    8.540454   47.775230
Forecast for North America and Product 173:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.853593   25.227427   61.029826
31 2025-08-31  43.191820   26.036273   60.075725
32 2025-09-30  43.519136   27.459705   60.933877
33 2025-10-31  43.857363   26.183757   61.644556
34 2025-11-30  44.184679   26.125016   61.846611
14:05:40 - cmdstanpy - INFO - Chain [1] start processing
14:05:40 - cmdstanpy - INFO - Chain [1] done processing
14:05:41 - cmdstanpy - INFO - Chain [1] start processing
14:05:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 174:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.359512   23.637956   61.750216
31 2025-08-31  43.412608   23.258319   62.064874
32 2025-09-30  43.463990   23.617153   64.400796
33 2025-10-31  43.517086   22.293049   63.032917
34 2025-11-30  43.568469   23.566516   62.218794
Forecast for North America and Product 175:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.783793   23.344580   50.155899
31 2025-08-31  36.849979   23.121878   51.643822
32 2025-09-30  36.914030   22.542378   49.878002
33 2025-10-31  36.980216   23.519220   50.145465
34 2025-11-30  37.044267   23.951591   50.822162
14:05:41 - cmdstanpy - INFO - Chain [1] start processing
14:05:41 - cmdstanpy - INFO - Chain [1] done processing
14:05:41 - cmdstanpy - INFO - Chain [1] start processing
14:05:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 176:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.808677   42.414381   80.901304
31 2025-08-31  61.925788   42.899485   80.863655
32 2025-09-30  63.006863   42.561172   83.026149
33 2025-10-31  64.123974   43.546429   84.597739
34 2025-11-30  65.205049   45.491883   85.709204
Forecast for North America and Product 177:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.171740   24.393323   65.386960
31 2025-08-31  45.056159   26.013262   65.956374
32 2025-09-30  44.944306   23.703798   64.769103
33 2025-10-31  44.828724   24.183787   64.532967
34 2025-11-30  44.716871   24.460357   65.524445
14:05:41 - cmdstanpy - INFO - Chain [1] start processing
14:05:41 - cmdstanpy - INFO - Chain [1] done processing
14:05:41 - cmdstanpy - INFO - Chain [1] start processing
14:05:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 178:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.237229   16.551918   45.209683
31 2025-08-31  29.712068   15.257871   43.731799
32 2025-09-30  29.203848   14.783808   43.080871
33 2025-10-31  28.678688   14.559857   42.933545
34 2025-11-30  28.170468   14.815146   42.519582
Forecast for North America and Product 179:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.242109   13.812666   58.615862
31 2025-08-31  35.850954   12.201905   58.655460
32 2025-09-30  35.472416   12.178380   59.322877
33 2025-10-31  35.081260   12.693002   58.920721
34 2025-11-30  34.702723    8.840170   55.907651
14:05:41 - cmdstanpy - INFO - Chain [1] start processing
14:05:41 - cmdstanpy - INFO - Chain [1] done processing
14:05:42 - cmdstanpy - INFO - Chain [1] start processing
14:05:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 180:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.994599   23.879874   61.410924
31 2025-08-31  41.938012   22.359376   63.500331
32 2025-09-30  41.883250   23.665158   61.744442
33 2025-10-31  41.826662   23.390667   59.987950
34 2025-11-30  41.771900   22.529637   60.683452
Forecast for North America and Product 181:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.096537    7.256423   47.230255
31 2025-08-31  26.251328    5.744087   45.148748
32 2025-09-30  25.433384    4.734609   47.557710
33 2025-10-31  24.588176    5.484879   44.355238
34 2025-11-30  23.770232    3.850474   44.642278
14:05:42 - cmdstanpy - INFO - Chain [1] start processing
14:05:42 - cmdstanpy - INFO - Chain [1] done processing
14:05:42 - cmdstanpy - INFO - Chain [1] start processing
14:05:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 182:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.416054   24.984227   48.737855
31 2025-08-31  37.381960   25.907570   49.383556
32 2025-09-30  37.348966   25.533250   49.305807
33 2025-10-31  37.314872   25.273760   49.393966
34 2025-11-30  37.281878   24.620285   49.550142
Forecast for North America and Product 183:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.748787   23.515543   52.554859
31 2025-08-31  37.650991   23.252387   51.884138
32 2025-09-30  37.556351   22.585724   52.078925
33 2025-10-31  37.458555   24.113090   51.919346
34 2025-11-30  37.363914   22.938130   51.626644
14:05:42 - cmdstanpy - INFO - Chain [1] start processing
14:05:42 - cmdstanpy - INFO - Chain [1] done processing
14:05:42 - cmdstanpy - INFO - Chain [1] start processing
14:05:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 184:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.919652   15.542537   57.716227
31 2025-08-31  35.570538   14.123178   57.578989
32 2025-09-30  35.232685   13.961201   55.358717
33 2025-10-31  34.883571   13.679874   56.629092
34 2025-11-30  34.545718   13.266480   56.036659
14:05:43 - cmdstanpy - INFO - Chain [1] start processing
14:05:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 185:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.064624   29.269196   66.218433
31 2025-08-31  47.566943   31.217103   65.762747
32 2025-09-30  48.053057   29.783870   65.998290
33 2025-10-31  48.555376   31.678362   68.573307
34 2025-11-30  49.041491   29.358446   66.790198
Forecast for North America and Product 186:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.396264    2.601196   42.017899
31 2025-08-31  22.750435    4.331940   41.289143
32 2025-09-30  22.125438    2.783961   41.847825
33 2025-10-31  21.479608    2.250249   38.211182
34 2025-11-30  20.854611    2.684544   40.228365
14:05:43 - cmdstanpy - INFO - Chain [1] start processing
14:05:43 - cmdstanpy - INFO - Chain [1] done processing
14:05:43 - cmdstanpy - INFO - Chain [1] start processing
14:05:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 187:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.574891    6.781644   48.731153
31 2025-08-31  26.930336    4.406496   45.022475
32 2025-09-30  26.306574    5.411467   46.490764
33 2025-10-31  25.662020    5.649904   46.516299
34 2025-11-30  25.038258    4.272869   44.959045
Forecast for North America and Product 188:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.543435   13.760526   49.853312
31 2025-08-31  32.246612   14.607255   50.450356
32 2025-09-30  31.959364   14.063679   51.363940
33 2025-10-31  31.662541   15.071733   48.631793
34 2025-11-30  31.375292   14.074614   49.393384
14:05:43 - cmdstanpy - INFO - Chain [1] start processing
14:05:43 - cmdstanpy - INFO - Chain [1] done processing
14:05:43 - cmdstanpy - INFO - Chain [1] start processing
14:05:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 189:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.292736   39.002454   73.079449
31 2025-08-31  56.265800   37.278700   73.170526
32 2025-09-30  57.207475   40.207088   74.544366
33 2025-10-31  58.180539   40.841965   75.596566
34 2025-11-30  59.122214   41.394251   76.780942
Forecast for North America and Product 190:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.401968   11.389705   56.320947
31 2025-08-31  32.796033    9.145935   54.197297
32 2025-09-30  32.209644    9.333259   52.396314
33 2025-10-31  31.603709   10.098608   54.827163
34 2025-11-30  31.017321    8.611641   52.768829
14:05:44 - cmdstanpy - INFO - Chain [1] start processing
14:05:44 - cmdstanpy - INFO - Chain [1] done processing
14:05:44 - cmdstanpy - INFO - Chain [1] start processing
14:05:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 191:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.970462   30.584923   69.194738
31 2025-08-31  50.489653   31.214297   68.492555
32 2025-09-30  50.992096   31.238813   70.358188
33 2025-10-31  51.511287   32.227579   70.897362
34 2025-11-30  52.013729   33.220980   71.135581
14:05:44 - cmdstanpy - INFO - Chain [1] start processing
14:05:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 192:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.207884   14.606738   46.154541
31 2025-08-31  29.468994   13.991502   45.109867
32 2025-09-30  28.753939   13.529422   44.491313
33 2025-10-31  28.015048   12.025137   43.062554
34 2025-11-30  27.299993   11.876140   42.230949
Forecast for North America and Product 193:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.510786   27.225817   63.640858
31 2025-08-31  44.770719   26.647373   64.156075
32 2025-09-30  45.022267   26.183916   62.703191
33 2025-10-31  45.282199   26.746201   64.314144
34 2025-11-30  45.533747   26.857268   62.588348
14:05:44 - cmdstanpy - INFO - Chain [1] start processing
14:05:44 - cmdstanpy - INFO - Chain [1] done processing
14:05:44 - cmdstanpy - INFO - Chain [1] start processing
14:05:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 194:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.174623   26.092489   53.358106
31 2025-08-31  40.099943   26.516874   53.734427
32 2025-09-30  40.027672   26.483382   53.980190
33 2025-10-31  39.952992   26.512378   53.926150
34 2025-11-30  39.880721   26.583416   53.195313
Forecast for North America and Product 195:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.201768   26.537763   76.501357
31 2025-08-31  52.756447   28.901735   79.729736
32 2025-09-30  53.293232   28.492190   80.933640
33 2025-10-31  53.847911   28.558566   80.101034
34 2025-11-30  54.384696   30.035887   79.634405
14:05:44 - cmdstanpy - INFO - Chain [1] start processing
14:05:45 - cmdstanpy - INFO - Chain [1] done processing
14:05:45 - cmdstanpy - INFO - Chain [1] start processing
14:05:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 196:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.135242   15.454847   70.187105
31 2025-08-31  42.912482   16.006611   68.652561
32 2025-09-30  42.696908   14.201530   70.541192
33 2025-10-31  42.474148   15.976273   69.095302
34 2025-11-30  42.258574   14.359622   69.868922
Forecast for North America and Product 197:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.283422   27.823715   77.814694
31 2025-08-31  52.694713   26.779506   78.298062
32 2025-09-30  53.092736   28.782877   78.217394
33 2025-10-31  53.504028   29.062634   78.202607
34 2025-11-30  53.902051   28.070153   78.573794
14:05:45 - cmdstanpy - INFO - Chain [1] start processing
14:05:45 - cmdstanpy - INFO - Chain [1] done processing
14:05:45 - cmdstanpy - INFO - Chain [1] start processing
14:05:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 198:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.768155   17.469968   51.640072
31 2025-08-31  34.506677   17.605314   52.553899
32 2025-09-30  34.253634   16.771717   51.363392
33 2025-10-31  33.992156   16.398168   50.615194
34 2025-11-30  33.739113   15.877711   49.935738
Forecast for North America and Product 199:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.622041   22.940988   56.974959
31 2025-08-31  40.540837   23.916687   57.464995
32 2025-09-30  40.462252   23.151338   56.877955
33 2025-10-31  40.381048   23.387254   56.755064
34 2025-11-30  40.302463   24.252571   56.867382
14:05:45 - cmdstanpy - INFO - Chain [1] start processing
14:05:45 - cmdstanpy - INFO - Chain [1] done processing
14:05:45 - cmdstanpy - INFO - Chain [1] start processing
14:05:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 200:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.025044   20.374223   55.989963
31 2025-08-31  38.091151   21.005572   54.866217
32 2025-09-30  38.155126   21.987918   54.734013
33 2025-10-31  38.221233   21.203004   56.472042
34 2025-11-30  38.285207   21.522739   55.417281
Forecast for North America and Product 201:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.868114   15.446692   51.202982
31 2025-08-31  31.301457   12.396301   48.761327
32 2025-09-30  30.753078   13.159153   48.427158
33 2025-10-31  30.186420   12.122850   48.570666
34 2025-11-30  29.638042   12.098126   48.650604
14:05:46 - cmdstanpy - INFO - Chain [1] start processing
14:05:46 - cmdstanpy - INFO - Chain [1] done processing
14:05:46 - cmdstanpy - INFO - Chain [1] start processing
14:05:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 202:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.518711   15.272157   47.620250
31 2025-08-31  31.090030   13.468495   47.604912
32 2025-09-30  30.675177   14.301960   47.428936
33 2025-10-31  30.246496   13.869196   48.157604
34 2025-11-30  29.831643   13.848197   45.066954
Forecast for North America and Product 203:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.975114   27.754143   55.009759
31 2025-08-31  40.999436   25.924456   55.323087
32 2025-09-30  41.022974   26.946184   55.679523
33 2025-10-31  41.047296   27.080104   55.132876
34 2025-11-30  41.070834   27.200257   55.621622
14:05:46 - cmdstanpy - INFO - Chain [1] start processing
14:05:46 - cmdstanpy - INFO - Chain [1] done processing
14:05:46 - cmdstanpy - INFO - Chain [1] start processing
14:05:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 204:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.216945   37.699713   63.930873
31 2025-08-31  50.736828   39.092030   64.203906
32 2025-09-30  51.239942   39.459143   64.962447
33 2025-10-31  51.759825   39.726792   63.686644
34 2025-11-30  52.262938   39.586153   64.801029
Forecast for North America and Product 205:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.250934   26.611285   60.795292
31 2025-08-31  43.423127   26.774136   60.984499
32 2025-09-30  43.589765   26.937407   60.290040
33 2025-10-31  43.761958   26.362455   61.981250
34 2025-11-30  43.928596   27.461593   61.953266
14:05:46 - cmdstanpy - INFO - Chain [1] start processing
14:05:46 - cmdstanpy - INFO - Chain [1] done processing
14:05:46 - cmdstanpy - INFO - Chain [1] start processing
14:05:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 206:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.118147   21.687007   59.426977
31 2025-08-31  41.294346   23.708271   59.616947
32 2025-09-30  41.464862   22.700709   57.539419
33 2025-10-31  41.641061   22.983453   59.135781
34 2025-11-30  41.811576   24.202296   59.989462
14:05:47 - cmdstanpy - INFO - Chain [1] start processing
14:05:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 207:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.802040   17.269110   56.605622
31 2025-08-31  36.679558   15.570658   55.432777
32 2025-09-30  36.561026   16.403282   55.863036
33 2025-10-31  36.438544   16.844787   58.613740
34 2025-11-30  36.320012   16.565573   56.276494
Forecast for North America and Product 208:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.510959   20.981208   74.215777
31 2025-08-31  47.617763   21.407240   73.681539
32 2025-09-30  47.721122   21.964369   74.012109
33 2025-10-31  47.827926   21.425328   75.143288
34 2025-11-30  47.931285   20.421501   74.536120
14:05:47 - cmdstanpy - INFO - Chain [1] start processing
14:05:47 - cmdstanpy - INFO - Chain [1] done processing
14:05:47 - cmdstanpy - INFO - Chain [1] start processing
14:05:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 209:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.467727   -0.139994   39.969062
31 2025-08-31  19.364908   -1.556311   40.260748
32 2025-09-30  18.297665   -1.894820   38.355517
33 2025-10-31  17.194846   -1.983903   36.107756
34 2025-11-30  16.127603   -2.980557   36.028827
Forecast for North America and Product 210:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.662359   11.463304   52.932678
31 2025-08-31  31.050596   10.768788   52.876136
32 2025-09-30  30.458567    8.483585   51.399905
33 2025-10-31  29.846804    8.782807   52.316270
34 2025-11-30  29.254776    7.966144   49.603887
14:05:47 - cmdstanpy - INFO - Chain [1] start processing
14:05:47 - cmdstanpy - INFO - Chain [1] done processing
14:05:47 - cmdstanpy - INFO - Chain [1] start processing
14:05:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 211:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.499731   20.571253   72.942777
31 2025-08-31  45.663716   21.158386   71.639982
32 2025-09-30  45.822411   18.933392   70.469369
33 2025-10-31  45.986396   18.487245   72.578169
34 2025-11-30  46.145091   20.399319   74.025778
14:05:48 - cmdstanpy - INFO - Chain [1] start processing
14:05:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 212:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.226678   25.371867   55.413881
31 2025-08-31  41.453884   26.842850   57.604384
32 2025-09-30  41.673761   26.280976   55.843087
33 2025-10-31  41.900967   26.118596   56.883782
34 2025-11-30  42.120844   26.571937   57.422586
Forecast for North America and Product 213:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.428048   18.227433   59.563520
31 2025-08-31  39.304401   18.938581   61.184415
32 2025-09-30  39.184743   19.586401   61.584033
33 2025-10-31  39.061096   16.344890   60.556291
34 2025-11-30  38.941437   16.904692   58.109619
14:05:48 - cmdstanpy - INFO - Chain [1] start processing
14:05:48 - cmdstanpy - INFO - Chain [1] done processing
14:05:48 - cmdstanpy - INFO - Chain [1] start processing
14:05:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 214:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.327292   12.516140   73.940780
31 2025-08-31  42.300409   11.760740   72.200075
32 2025-09-30  42.274393   12.121932   75.855804
33 2025-10-31  42.247511   14.308908   74.798574
34 2025-11-30  42.221495   11.902946   73.892012
Forecast for North America and Product 215:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.274730   14.278600   42.901381
31 2025-08-31  28.825970   14.406179   42.992867
32 2025-09-30  28.391685   14.521284   42.236595
33 2025-10-31  27.942924   13.932710   41.882373
34 2025-11-30  27.508640   14.063918   40.877787
14:05:48 - cmdstanpy - INFO - Chain [1] start processing
14:05:48 - cmdstanpy - INFO - Chain [1] done processing
14:05:48 - cmdstanpy - INFO - Chain [1] start processing
14:05:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 216:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.847520    5.012465   44.518768
31 2025-08-31  23.202129    3.577844   43.937988
32 2025-09-30  22.577557    1.211111   41.471189
33 2025-10-31  21.932166    0.347258   43.640011
34 2025-11-30  21.307595    0.346060   41.493850
Forecast for North America and Product 217:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.963824   27.269482   66.629454
31 2025-08-31  47.452331   26.703870   66.352099
32 2025-09-30  47.925081   28.667806   67.254551
33 2025-10-31  48.413589   29.734099   67.721941
34 2025-11-30  48.886338   30.359966   68.208441
14:05:48 - cmdstanpy - INFO - Chain [1] start processing
14:05:48 - cmdstanpy - INFO - Chain [1] done processing
14:05:49 - cmdstanpy - INFO - Chain [1] start processing
14:05:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 218:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.357169   -0.670173   48.294853
31 2025-08-31  22.688257   -1.489300   46.035406
32 2025-09-30  22.040923   -1.568966   45.301881
33 2025-10-31  21.372011   -4.120516   45.546898
34 2025-11-30  20.724677   -3.441356   45.098264
Forecast for North America and Product 219:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.225681   20.934125   68.641147
31 2025-08-31  44.471173   19.334850   67.994606
32 2025-09-30  44.708746   21.101050   66.941331
33 2025-10-31  44.954237   21.628770   69.548872
34 2025-11-30  45.191810   21.507237   69.164909
14:05:49 - cmdstanpy - INFO - Chain [1] start processing
14:05:49 - cmdstanpy - INFO - Chain [1] done processing
14:05:49 - cmdstanpy - INFO - Chain [1] start processing
14:05:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 220:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.290870   -3.382625   57.420323
31 2025-08-31  27.317000   -0.485474   59.248223
32 2025-09-30  26.374545   -2.539531   57.346461
33 2025-10-31  25.400675   -4.276156   55.738700
34 2025-11-30  24.458221   -4.705517   55.156978
Forecast for North America and Product 221:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.951817    9.839499   44.276351
31 2025-08-31  26.378448   10.030832   43.408492
32 2025-09-30  25.823575    8.789639   42.529163
33 2025-10-31  25.250207    8.606748   42.426220
34 2025-11-30  24.695334    9.392337   41.022601
14:05:49 - cmdstanpy - INFO - Chain [1] start processing
14:05:49 - cmdstanpy - INFO - Chain [1] done processing
14:05:49 - cmdstanpy - INFO - Chain [1] start processing
14:05:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 222:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.772963   16.503293   54.279703
31 2025-08-31  34.652885   14.729344   54.677437
32 2025-09-30  34.536680   16.061497   55.407812
33 2025-10-31  34.416601   15.252900   54.501552
34 2025-11-30  34.300396   15.166768   53.553494
Forecast for North America and Product 223:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.071761   -3.535873   50.699240
31 2025-08-31  22.910657   -4.184848   51.017170
32 2025-09-30  21.787008   -6.454765   49.075343
33 2025-10-31  20.625905   -7.338935   49.815665
34 2025-11-30  19.502256   -8.797342   49.327755
14:05:50 - cmdstanpy - INFO - Chain [1] start processing
14:05:50 - cmdstanpy - INFO - Chain [1] done processing
14:05:50 - cmdstanpy - INFO - Chain [1] start processing
14:05:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 224:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.585501   35.107914   67.731066
31 2025-08-31  51.990808   34.843084   68.462726
32 2025-09-30  52.383040   36.461796   68.867124
33 2025-10-31  52.788347   35.038651   69.291428
34 2025-11-30  53.180580   35.654779   70.586327
Forecast for North America and Product 225:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.065901   25.287274   54.369637
31 2025-08-31  40.445145   25.333795   56.490779
32 2025-09-30  40.812156   26.192436   55.839814
33 2025-10-31  41.191401   26.625179   56.343829
34 2025-11-30  41.558412   25.349613   56.039049
14:05:50 - cmdstanpy - INFO - Chain [1] start processing
14:05:50 - cmdstanpy - INFO - Chain [1] done processing
14:05:50 - cmdstanpy - INFO - Chain [1] start processing
14:05:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 226:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.435412   29.602380   64.918317
31 2025-08-31  47.949980   29.190583   65.001795
32 2025-09-30  48.447950   32.094665   66.063771
33 2025-10-31  48.962518   32.309686   66.123535
34 2025-11-30  49.460487   32.625441   66.732928
Forecast for North America and Product 227:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.699761   13.749821   45.246960
31 2025-08-31  29.425163   15.214802   45.022354
32 2025-09-30  29.159422   13.507927   44.453618
33 2025-10-31  28.884823   12.260146   43.396973
34 2025-11-30  28.619083   12.875770   43.014050
14:05:50 - cmdstanpy - INFO - Chain [1] start processing
14:05:50 - cmdstanpy - INFO - Chain [1] done processing
14:05:50 - cmdstanpy - INFO - Chain [1] start processing
14:05:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 228:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.685636    2.108050   39.945127
31 2025-08-31  19.780394    0.263145   37.497424
32 2025-09-30  18.904352   -0.191218   37.923151
33 2025-10-31  17.999109   -1.974250   36.017224
34 2025-11-30  17.123068   -1.423052   35.031562
Forecast for North America and Product 229:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.880868   14.980187   60.594372
31 2025-08-31  37.930306   15.392238   60.903989
32 2025-09-30  37.978150   16.004667   59.585375
33 2025-10-31  38.027588   16.460096   60.411979
34 2025-11-30  38.075431   17.182799   60.432270
14:05:51 - cmdstanpy - INFO - Chain [1] start processing
14:05:51 - cmdstanpy - INFO - Chain [1] done processing
14:05:51 - cmdstanpy - INFO - Chain [1] start processing
14:05:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 230:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.828754    9.190342   51.270609
31 2025-08-31  29.349007    6.959824   52.490203
32 2025-09-30  28.884735    6.716433   51.930565
33 2025-10-31  28.404988    6.649598   52.251395
34 2025-11-30  27.940717    5.286803   47.917246
14:05:51 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 231:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.890306   10.529622   55.663407
31 2025-08-31  33.494452   10.028920   55.829723
32 2025-09-30  33.111367   10.361442   55.800932
33 2025-10-31  32.715512   10.694551   54.670188
34 2025-11-30  32.332427   10.990621   54.353545
14:05:51 - cmdstanpy - INFO - Chain [1] done processing
14:05:51 - cmdstanpy - INFO - Chain [1] start processing
14:05:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 232:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.604466   32.418913   73.029007
31 2025-08-31  53.192774   32.385211   75.088802
32 2025-09-30  53.762105   32.146494   74.621951
33 2025-10-31  54.350413   32.665689   76.876703
34 2025-11-30  54.919744   33.551708   74.583306
14:05:51 - cmdstanpy - INFO - Chain [1] start processing
14:05:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 233:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.243631   11.438035   47.068270
31 2025-08-31  28.681321   11.566103   46.710138
32 2025-09-30  28.137149    9.892162   45.709659
33 2025-10-31  27.574839    8.559261   45.274776
34 2025-11-30  27.030667    8.973239   45.301447
Forecast for North America and Product 234:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.202704   10.371326   53.259736
31 2025-08-31  31.841973    9.361016   52.253689
32 2025-09-30  31.492880   11.145098   53.954260
33 2025-10-31  31.132149   10.348945   51.142271
34 2025-11-30  30.783055   10.557150   51.067631
14:05:52 - cmdstanpy - INFO - Chain [1] start processing
14:05:52 - cmdstanpy - INFO - Chain [1] done processing
14:05:52 - cmdstanpy - INFO - Chain [1] start processing
14:05:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 235:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.491561   15.873263   52.468787
31 2025-08-31  34.243959   16.209983   51.874180
32 2025-09-30  34.004344   15.675862   52.356077
33 2025-10-31  33.756742   16.865583   52.706034
34 2025-11-30  33.517128   16.180748   50.970684
Forecast for North America and Product 236:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.129126   27.481161   59.326062
31 2025-08-31  43.673751   27.390897   61.683939
32 2025-09-30  44.200806   27.611265   60.986106
33 2025-10-31  44.745431   27.676283   61.332210
34 2025-11-30  45.272486   28.051347   61.849125
14:05:52 - cmdstanpy - INFO - Chain [1] start processing
14:05:52 - cmdstanpy - INFO - Chain [1] done processing
14:05:52 - cmdstanpy - INFO - Chain [1] start processing
14:05:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 237:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.718030    7.590218   48.677685
31 2025-08-31  28.449118    8.676679   47.603469
32 2025-09-30  28.188882    8.462647   48.827412
33 2025-10-31  27.919970    8.698629   48.051485
34 2025-11-30  27.659733    7.357583   47.517789
Forecast for North America and Product 238:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.734684    9.855816   49.961035
31 2025-08-31  28.951928    9.781722   47.621641
32 2025-09-30  28.194423    8.093352   46.024787
33 2025-10-31  27.411667    9.332560   46.678162
34 2025-11-30  26.654162    8.127497   45.529562
14:05:52 - cmdstanpy - INFO - Chain [1] start processing
14:05:52 - cmdstanpy - INFO - Chain [1] done processing
14:05:52 - cmdstanpy - INFO - Chain [1] start processing
14:05:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 239:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.143703    7.762140   50.230853
31 2025-08-31  28.417445    5.652434   50.956201
32 2025-09-30  27.714616    4.883048   49.133523
33 2025-10-31  26.988358    3.730484   49.598424
34 2025-11-30  26.285528    4.322464   47.687190
Forecast for North America and Product 240:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.880537    8.534602   51.635874
31 2025-08-31  30.368695   11.247684   53.124770
32 2025-09-30  29.873363    8.952348   50.011089
33 2025-10-31  29.361521    8.266009   50.371052
34 2025-11-30  28.866189    7.966531   50.378535
14:05:53 - cmdstanpy - INFO - Chain [1] start processing
14:05:53 - cmdstanpy - INFO - Chain [1] done processing
14:05:53 - cmdstanpy - INFO - Chain [1] start processing
14:05:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 241:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.545611   19.255540   57.986979
31 2025-08-31  39.336714   19.663272   59.122885
32 2025-09-30  39.134555   19.702733   58.495980
33 2025-10-31  38.925658   20.118953   58.710042
34 2025-11-30  38.723500   19.406122   59.273213
Forecast for North America and Product 242:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.598556   15.651549   49.747297
31 2025-08-31  32.390452   15.023545   50.570813
32 2025-09-30  32.189060   14.408687   49.857641
33 2025-10-31  31.980955   15.329686   48.516219
34 2025-11-30  31.779564   14.495368   49.195705
14:05:53 - cmdstanpy - INFO - Chain [1] start processing
14:05:53 - cmdstanpy - INFO - Chain [1] done processing
14:05:53 - cmdstanpy - INFO - Chain [1] start processing
14:05:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 243:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.967808   38.449772   81.861925
31 2025-08-31  60.738083   39.652336   82.948600
32 2025-09-30  61.483511   38.761039   82.764385
33 2025-10-31  62.253786   41.711090   83.513104
34 2025-11-30  62.999214   42.574954   83.752142
Forecast for North America and Product 244:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.406029   18.562797   53.150429
31 2025-08-31  36.505632   19.921222   53.158524
32 2025-09-30  36.602021   19.482975   53.627247
33 2025-10-31  36.701624   19.947374   54.496435
34 2025-11-30  36.798013   21.069486   53.849578
14:05:53 - cmdstanpy - INFO - Chain [1] start processing
14:05:53 - cmdstanpy - INFO - Chain [1] done processing
14:05:54 - cmdstanpy - INFO - Chain [1] start processing
14:05:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 245:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.638570   17.808623   49.102151
31 2025-08-31  33.320827   18.300917   49.271155
32 2025-09-30  33.013333   18.106025   48.201122
33 2025-10-31  32.695590   17.058378   46.549624
34 2025-11-30  32.388096   16.475347   46.929964
Forecast for North America and Product 246:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.991121   14.211672   58.102101
31 2025-08-31  35.773130   16.039807   57.534727
32 2025-09-30  35.562171   13.822271   57.877361
33 2025-10-31  35.344180   13.673671   57.621258
34 2025-11-30  35.133221   12.588675   56.980477
14:05:54 - cmdstanpy - INFO - Chain [1] start processing
14:05:54 - cmdstanpy - INFO - Chain [1] done processing
14:05:54 - cmdstanpy - INFO - Chain [1] start processing
14:05:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 247:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.544647   11.893177   52.229533
31 2025-08-31  31.168285   12.067570   50.196514
32 2025-09-30  30.804064   11.159279   50.784735
33 2025-10-31  30.427703   10.457844   50.233747
34 2025-11-30  30.063482   11.537124   51.063380
Forecast for North America and Product 248:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.367892   12.299768   58.939139
31 2025-08-31  35.963607   12.494403   60.087463
32 2025-09-30  35.572365   11.738150   58.951129
33 2025-10-31  35.168080   12.180376   56.791436
34 2025-11-30  34.776837   10.317685   57.930460
14:05:54 - cmdstanpy - INFO - Chain [1] start processing
14:05:54 - cmdstanpy - INFO - Chain [1] done processing
14:05:54 - cmdstanpy - INFO - Chain [1] start processing
14:05:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 249:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.919155   25.622309   59.455763
31 2025-08-31  42.135922   25.051825   59.233366
32 2025-09-30  42.345696   23.947949   58.906004
33 2025-10-31  42.562462   26.513199   58.461248
34 2025-11-30  42.772236   25.380369   58.823987
Forecast for North America and Product 250:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.382532   30.060993   77.483456
31 2025-08-31  53.828187   29.922037   75.713523
32 2025-09-30  54.259466   31.748223   77.295679
33 2025-10-31  54.705121   30.848931   77.456520
34 2025-11-30  55.136401   32.111740   78.231327
14:05:54 - cmdstanpy - INFO - Chain [1] start processing
14:05:54 - cmdstanpy - INFO - Chain [1] done processing
14:05:55 - cmdstanpy - INFO - Chain [1] start processing
14:05:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 251:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.845401   28.568101   63.403846
31 2025-08-31  47.229579   30.776477   65.900365
32 2025-09-30  47.601365   31.332096   63.763979
33 2025-10-31  47.985543   30.727809   66.578826
34 2025-11-30  48.357328   30.424862   65.687458
Forecast for North America and Product 252:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.378525   29.599705   79.122515
31 2025-08-31  55.751214   33.981747   79.437323
32 2025-09-30  56.111882   32.417956   78.953616
33 2025-10-31  56.484571   33.505208   79.773240
34 2025-11-30  56.845238   33.472268   81.308614
14:05:55 - cmdstanpy - INFO - Chain [1] start processing
14:05:55 - cmdstanpy - INFO - Chain [1] done processing
14:05:55 - cmdstanpy - INFO - Chain [1] start processing
14:05:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 253:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.291022   32.707447   68.254863
31 2025-08-31  50.730753   34.265317   69.411007
32 2025-09-30  51.156299   33.309212   69.432647
33 2025-10-31  51.596030   35.181112   68.899516
34 2025-11-30  52.021576   33.786288   69.575490
Forecast for North America and Product 254:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.270785   26.408408   57.901714
31 2025-08-31  43.145646   26.567148   58.723488
32 2025-09-30  43.024544   28.059114   58.159857
33 2025-10-31  42.899405   27.323324   59.261932
34 2025-11-30  42.778303   26.603328   58.661142
14:05:55 - cmdstanpy - INFO - Chain [1] start processing
14:05:55 - cmdstanpy - INFO - Chain [1] done processing
14:05:55 - cmdstanpy - INFO - Chain [1] start processing
14:05:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 255:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.749589  -10.477901   41.817557
31 2025-08-31  15.632028  -10.478236   42.277840
32 2025-09-30  14.550517  -11.264279   40.242041
33 2025-10-31  13.432956   -9.702719   39.984597
34 2025-11-30  12.351446  -14.011169   37.792685
Forecast for North America and Product 256:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.502481    2.512538   38.863166
31 2025-08-31  19.607151    2.456381   38.417819
32 2025-09-30  18.740704    0.869159   36.677003
33 2025-10-31  17.845374   -0.156368   37.525107
34 2025-11-30  16.978926   -0.733758   35.712950
14:05:55 - cmdstanpy - INFO - Chain [1] start processing
14:05:55 - cmdstanpy - INFO - Chain [1] done processing
14:05:56 - cmdstanpy - INFO - Chain [1] start processing
14:05:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 257:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.917404   38.680318   72.790474
31 2025-08-31  56.722943   40.786519   74.615220
32 2025-09-30  57.502498   40.759927   75.583922
33 2025-10-31  58.308037   40.967913   76.957840
34 2025-11-30  59.087591   41.898580   77.478637
Forecast for North America and Product 258:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.813845   23.520086   57.748064
31 2025-08-31  39.731349   23.084740   57.875093
32 2025-09-30  39.651514   22.526900   55.971730
33 2025-10-31  39.569017   22.060903   57.196587
34 2025-11-30  39.489182   22.287662   56.704074
14:05:56 - cmdstanpy - INFO - Chain [1] start processing
14:05:56 - cmdstanpy - INFO - Chain [1] done processing
14:05:56 - cmdstanpy - INFO - Chain [1] start processing
14:05:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 259:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.607552   32.857283   63.037076
31 2025-08-31  48.227476   32.934742   62.878242
32 2025-09-30  48.827403   32.075792   64.283722
33 2025-10-31  49.447327   35.328227   64.729155
34 2025-11-30  50.047254   34.301126   65.201593
Forecast for North America and Product 260:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.781054   18.794826   46.876982
31 2025-08-31  32.443023   18.085680   45.494809
32 2025-09-30  32.115896   18.746041   45.967940
33 2025-10-31  31.777865   16.881491   45.693689
34 2025-11-30  31.450739   16.348907   46.194810
14:05:56 - cmdstanpy - INFO - Chain [1] start processing
14:05:56 - cmdstanpy - INFO - Chain [1] done processing
14:05:56 - cmdstanpy - INFO - Chain [1] start processing
14:05:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 261:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.495519   28.589864   69.198085
31 2025-08-31  48.914539   27.236062   70.121423
32 2025-09-30  49.320042   30.464211   71.755728
33 2025-10-31  49.739061   27.382402   68.500047
34 2025-11-30  50.144564   27.856824   72.981806
Forecast for North America and Product 262:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.758925   31.491166   76.784060
31 2025-08-31  55.566313   32.427916   76.161142
32 2025-09-30  56.347657   34.817899   77.740476
33 2025-10-31  57.155046   34.200343   78.845004
34 2025-11-30  57.936389   34.401121   78.903399
14:05:56 - cmdstanpy - INFO - Chain [1] start processing
14:05:57 - cmdstanpy - INFO - Chain [1] done processing
14:05:57 - cmdstanpy - INFO - Chain [1] start processing
14:05:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 263:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.853657   27.357116   75.421768
31 2025-08-31  51.273337   26.314643   76.048521
32 2025-09-30  51.679479   26.027638   76.114303
33 2025-10-31  52.099159   28.584404   77.241326
34 2025-11-30  52.505301   29.507446   77.319874
Forecast for North America and Product 264:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.005275   13.770097   53.888939
31 2025-08-31  33.550804   12.592711   54.791732
32 2025-09-30  33.110994   12.386713   53.095517
33 2025-10-31  32.656523   11.347348   55.294905
34 2025-11-30  32.216713   12.260827   53.668717
14:05:57 - cmdstanpy - INFO - Chain [1] start processing
14:05:57 - cmdstanpy - INFO - Chain [1] done processing
14:05:57 - cmdstanpy - INFO - Chain [1] start processing
14:05:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 265:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.280240   14.601400   55.995559
31 2025-08-31  34.966703   13.923223   54.755015
32 2025-09-30  34.663280   14.585098   54.990428
33 2025-10-31  34.349743   12.981021   54.891978
34 2025-11-30  34.046320   13.268592   55.168044
Forecast for North America and Product 266:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.390539   13.589607   55.006214
31 2025-08-31  34.001060   13.395344   54.593558
32 2025-09-30  33.624145   10.208637   56.170936
33 2025-10-31  33.234667   10.446551   55.777273
34 2025-11-30  32.857752   10.990489   53.555206
14:05:57 - cmdstanpy - INFO - Chain [1] start processing
14:05:57 - cmdstanpy - INFO - Chain [1] done processing
14:05:57 - cmdstanpy - INFO - Chain [1] start processing
14:05:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 267:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.266457   30.443304   77.044081
31 2025-08-31  52.661848   30.340276   75.315843
32 2025-09-30  53.044485   29.866619   76.663005
33 2025-10-31  53.439876   30.793633   76.787247
34 2025-11-30  53.822513   30.822049   77.641068
Forecast for North America and Product 268:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.716052   23.305362   60.276437
31 2025-08-31  41.739632   24.462498   59.917084
32 2025-09-30  41.762450   23.514160   59.282475
33 2025-10-31  41.786030   24.764170   58.541624
34 2025-11-30  41.808849   24.149524   59.239542
14:05:58 - cmdstanpy - INFO - Chain [1] start processing
14:05:58 - cmdstanpy - INFO - Chain [1] done processing
14:05:58 - cmdstanpy - INFO - Chain [1] start processing
14:05:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 269:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.115381   16.684292   59.234116
31 2025-08-31  35.475106   13.887605   56.772611
32 2025-09-30  34.855486   12.146142   57.560864
33 2025-10-31  34.215211   12.863007   55.420529
34 2025-11-30  33.595590   11.552518   55.794122
Forecast for North America and Product 270:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.479547   11.062936   55.932217
31 2025-08-31  34.005852   13.204681   56.415089
32 2025-09-30  33.547438   11.929839   55.585778
33 2025-10-31  33.073744   10.803793   54.588120
34 2025-11-30  32.615330   10.481661   54.275060
14:05:58 - cmdstanpy - INFO - Chain [1] start processing
14:05:58 - cmdstanpy - INFO - Chain [1] done processing
14:05:58 - cmdstanpy - INFO - Chain [1] start processing
14:05:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 271:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.080455   15.409330   49.399633
31 2025-08-31  32.702186   13.765398   49.672314
32 2025-09-30  32.336118   14.057342   51.032904
33 2025-10-31  31.957849   12.860556   50.859342
34 2025-11-30  31.591782   12.512315   50.429001
Forecast for North America and Product 272:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.099564   20.324201   54.343340
31 2025-08-31  38.076912   19.211363   56.188651
32 2025-09-30  38.054990   20.692365   55.128955
33 2025-10-31  38.032337   20.731344   55.681154
34 2025-11-30  38.010415   20.223661   55.091037
14:05:58 - cmdstanpy - INFO - Chain [1] start processing
14:05:58 - cmdstanpy - INFO - Chain [1] done processing
14:05:58 - cmdstanpy - INFO - Chain [1] start processing
14:05:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 273:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.960126   23.700900   67.641293
31 2025-08-31  45.371887   21.648099   68.162004
32 2025-09-30  45.770365   22.465718   65.730073
33 2025-10-31  46.182126   24.667649   68.223196
34 2025-11-30  46.580605   25.558087   66.433579
Forecast for North America and Product 274:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.009072   17.346489   50.644260
31 2025-08-31  33.485512   14.549919   51.910303
32 2025-09-30  32.978841   14.603976   51.865565
33 2025-10-31  32.455280   13.555660   49.710948
34 2025-11-30  31.948609   13.612988   49.897637
14:05:59 - cmdstanpy - INFO - Chain [1] start processing
14:05:59 - cmdstanpy - INFO - Chain [1] done processing
14:05:59 - cmdstanpy - INFO - Chain [1] start processing
14:05:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 275:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.020958   15.582826   58.345995
31 2025-08-31  37.024706   16.304553   58.470334
32 2025-09-30  37.028333   18.068019   58.629347
33 2025-10-31  37.032081   17.899483   57.986888
34 2025-11-30  37.035708   15.907102   57.578350
Forecast for North America and Product 276:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.410478   30.626355   70.247309
31 2025-08-31  50.889001   31.456124   71.295015
32 2025-09-30  51.352088   31.596346   70.543365
33 2025-10-31  51.830611   32.171922   72.302524
34 2025-11-30  52.293698   32.574441   71.281699
14:05:59 - cmdstanpy - INFO - Chain [1] start processing
14:05:59 - cmdstanpy - INFO - Chain [1] done processing
14:05:59 - cmdstanpy - INFO - Chain [1] start processing
14:05:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 277:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.567756    4.143587   51.847891
31 2025-08-31  28.838654    5.119838   51.053152
32 2025-09-30  28.133071    6.347473   51.708416
33 2025-10-31  27.403969    3.246542   51.820012
34 2025-11-30  26.698386    4.141968   49.995953
Forecast for North America and Product 278:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.471265   20.557881   60.091431
31 2025-08-31  41.711107   22.066327   61.935799
32 2025-09-30  41.943213   20.957755   63.531240
33 2025-10-31  42.183055   21.238951   62.619459
34 2025-11-30  42.415160   22.494212   62.376419
14:05:59 - cmdstanpy - INFO - Chain [1] start processing
14:05:59 - cmdstanpy - INFO - Chain [1] done processing
14:05:59 - cmdstanpy - INFO - Chain [1] start processing
14:05:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 279:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.468689   10.243220   53.997206
31 2025-08-31  31.877503   11.078978   51.448246
32 2025-09-30  31.305387    9.459701   52.551460
33 2025-10-31  30.714201   11.234734   52.230889
34 2025-11-30  30.142086    9.415530   50.636403
Forecast for North America and Product 280:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.782741   31.689444   61.558743
31 2025-08-31  47.225708   32.000844   61.959756
32 2025-09-30  47.654385   33.085832   63.801575
33 2025-10-31  48.097352   33.102311   62.954621
34 2025-11-30  48.526029   34.163826   63.478799
14:06:00 - cmdstanpy - INFO - Chain [1] start processing
14:06:00 - cmdstanpy - INFO - Chain [1] done processing
14:06:00 - cmdstanpy - INFO - Chain [1] start processing
14:06:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 281:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.936010   27.230671   77.295058
31 2025-08-31  54.557329   31.701557   79.394940
32 2025-09-30  55.158605   32.624616   78.471988
33 2025-10-31  55.779923   32.958263   79.946399
34 2025-11-30  56.381199   33.113924   81.508174
Forecast for North America and Product 282:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.594701    9.189955   37.547525
31 2025-08-31  22.826243    8.183918   36.910130
32 2025-09-30  22.082573    8.366241   36.177525
33 2025-10-31  21.314115    7.924544   35.449116
34 2025-11-30  20.570446    5.788286   35.703339
14:06:00 - cmdstanpy - INFO - Chain [1] start processing
14:06:00 - cmdstanpy - INFO - Chain [1] done processing
14:06:00 - cmdstanpy - INFO - Chain [1] start processing
14:06:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 283:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.530956    9.505715   56.498166
31 2025-08-31  33.273464    9.948950   54.317153
32 2025-09-30  33.024279    9.464179   54.131261
33 2025-10-31  32.766787   10.411757   56.801979
34 2025-11-30  32.517601    9.381949   55.456665
Forecast for North America and Product 284:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.749194   19.677090   64.542403
31 2025-08-31  42.770649   21.634057   63.753738
32 2025-09-30  42.791413   20.733236   64.701678
33 2025-10-31  42.812868   19.618130   64.186440
34 2025-11-30  42.833632   20.425361   64.290762
14:06:00 - cmdstanpy - INFO - Chain [1] start processing
14:06:00 - cmdstanpy - INFO - Chain [1] done processing
14:06:00 - cmdstanpy - INFO - Chain [1] start processing
14:06:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 285:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.990353    7.721822   34.315585
31 2025-08-31  20.344529    6.085595   33.500484
32 2025-09-30  19.719538    5.897819   33.691381
33 2025-10-31  19.073713    5.941597   32.372273
34 2025-11-30  18.448722    5.131013   32.849991
Forecast for North America and Product 286:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.171490   32.669830   70.019107
31 2025-08-31  51.772598   32.653118   70.669205
32 2025-09-30  52.354315   33.284322   71.382551
33 2025-10-31  52.955423   34.291898   71.402490
34 2025-11-30  53.537141   35.317151   72.793729
14:06:01 - cmdstanpy - INFO - Chain [1] start processing
14:06:01 - cmdstanpy - INFO - Chain [1] done processing
14:06:01 - cmdstanpy - INFO - Chain [1] start processing
14:06:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 287:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.034464   10.936819   51.520310
31 2025-08-31  30.842986   11.890036   49.469129
32 2025-09-30  30.657684   12.286678   48.527756
33 2025-10-31  30.466205   11.641755   49.056009
34 2025-11-30  30.280904   11.919251   48.524713
Forecast for North America and Product 288:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.076142   40.241419   71.262454
31 2025-08-31  56.545269   40.470791   72.614685
32 2025-09-30  56.999263   40.873050   72.010358
33 2025-10-31  57.468389   41.431561   74.223314
34 2025-11-30  57.922383   42.634280   74.054072
14:06:01 - cmdstanpy - INFO - Chain [1] start processing
14:06:01 - cmdstanpy - INFO - Chain [1] done processing
14:06:01 - cmdstanpy - INFO - Chain [1] start processing
14:06:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 289:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.622270   21.128416   64.963023
31 2025-08-31  43.874881   21.693601   64.406689
32 2025-09-30  44.119344   21.322669   66.192966
33 2025-10-31  44.371955   22.293351   66.935755
34 2025-11-30  44.616418   23.295769   68.451776
Forecast for North America and Product 290:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.388795   32.336220   67.793147
31 2025-08-31  51.061790   32.644483   68.746283
32 2025-09-30  51.713077   33.259100   70.238504
33 2025-10-31  52.386072   32.622243   71.239145
34 2025-11-30  53.037359   34.729509   73.315737
14:06:01 - cmdstanpy - INFO - Chain [1] start processing
14:06:01 - cmdstanpy - INFO - Chain [1] done processing
14:06:02 - cmdstanpy - INFO - Chain [1] start processing
14:06:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 291:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.409237   18.840950   53.356420
31 2025-08-31  35.230549   17.415020   52.839339
32 2025-09-30  35.057626   17.030873   54.748791
33 2025-10-31  34.878938   17.523147   53.347657
34 2025-11-30  34.706015   15.926814   52.724671
14:06:02 - cmdstanpy - INFO - Chain [1] start processing
14:06:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 292:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.556658   13.899241   58.659766
31 2025-08-31  36.244160   13.318145   59.440906
32 2025-09-30  35.941742   14.018749   57.742084
33 2025-10-31  35.629243   12.487474   58.311721
34 2025-11-30  35.326825   13.378978   57.782674
Forecast for North America and Product 293:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.527400   26.574602   67.396915
31 2025-08-31  46.807425   26.138902   65.858471
32 2025-09-30  47.078417   27.063697   67.237051
33 2025-10-31  47.358442   26.124961   67.281409
34 2025-11-30  47.629434   28.708690   67.735308
14:06:02 - cmdstanpy - INFO - Chain [1] start processing
14:06:02 - cmdstanpy - INFO - Chain [1] done processing
14:06:02 - cmdstanpy - INFO - Chain [1] start processing
14:06:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 294:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.677816   20.684368   61.670912
31 2025-08-31  40.770810   21.163341   62.107150
32 2025-09-30  40.860804   20.552683   61.049369
33 2025-10-31  40.953798   20.793066   61.032817
34 2025-11-30  41.043792   19.937100   60.258390
14:06:02 - cmdstanpy - INFO - Chain [1] start processing
14:06:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 295:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.550130   22.431772   67.091976
31 2025-08-31  45.900291   24.767983   67.062404
32 2025-09-30  46.239156   23.505173   68.043644
33 2025-10-31  46.589316   24.747678   68.629890
34 2025-11-30  46.928181   25.606471   68.361707
Forecast for North America and Product 296:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.065413   24.621037   69.363860
31 2025-08-31  47.411562   23.537598   70.623365
32 2025-09-30  47.746545   25.576073   68.948982
33 2025-10-31  48.092695   27.405846   67.911604
34 2025-11-30  48.427678   25.527442   69.399740
14:06:03 - cmdstanpy - INFO - Chain [1] start processing
14:06:03 - cmdstanpy - INFO - Chain [1] done processing
14:06:03 - cmdstanpy - INFO - Chain [1] start processing
14:06:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 297:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.980212   34.523157   72.687431
31 2025-08-31  54.482896   33.847372   74.119686
32 2025-09-30  54.969364   35.362403   73.643404
33 2025-10-31  55.472048   35.134453   75.088185
34 2025-11-30  55.958516   36.891093   76.568909
Forecast for North America and Product 298:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.831781   28.784095   57.667173
31 2025-08-31  42.623116   28.670842   56.625610
32 2025-09-30  42.421182   27.894080   57.686404
33 2025-10-31  42.212517   27.862480   56.002576
34 2025-11-30  42.010583   28.141356   55.493520
14:06:03 - cmdstanpy - INFO - Chain [1] start processing
14:06:03 - cmdstanpy - INFO - Chain [1] done processing
14:06:03 - cmdstanpy - INFO - Chain [1] start processing
14:06:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 299:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.222088    6.679768   52.490004
31 2025-08-31  29.821306    7.165229   51.768459
32 2025-09-30  29.433451    5.479416   50.774103
33 2025-10-31  29.032669    5.490390   51.561317
34 2025-11-30  28.644814    5.158555   50.459525
Forecast for North America and Product 300:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.434424   34.427645   73.231743
31 2025-08-31  54.231492   34.806950   75.467942
32 2025-09-30  55.002848   36.369720   74.484902
33 2025-10-31  55.799916   36.633787   76.046729
34 2025-11-30  56.571272   35.751816   75.757516
14:06:03 - cmdstanpy - INFO - Chain [1] start processing
14:06:03 - cmdstanpy - INFO - Chain [1] done processing
14:06:03 - cmdstanpy - INFO - Chain [1] start processing
14:06:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 301:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.426522   31.471166   74.916910
31 2025-08-31  52.939092   33.336126   75.926022
32 2025-09-30  53.435128   31.446904   74.050140
33 2025-10-31  53.947698   31.623478   76.664445
34 2025-11-30  54.443734   31.451646   75.371097
14:06:04 - cmdstanpy - INFO - Chain [1] start processing
14:06:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 302:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.688918   20.800872   60.334256
31 2025-08-31  41.866391   21.463701   63.325873
32 2025-09-30  42.038140   22.300889   60.940929
33 2025-10-31  42.215613   22.147423   63.532512
34 2025-11-30  42.387362   23.038371   62.194599
Forecast for North America and Product 303:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.948918   15.542138   60.396423
31 2025-08-31  38.874624   16.292172   60.463069
32 2025-09-30  38.802727   16.476884   60.151748
33 2025-10-31  38.728433   15.038266   59.340256
34 2025-11-30  38.656536   16.121193   60.583218
14:06:04 - cmdstanpy - INFO - Chain [1] start processing
14:06:04 - cmdstanpy - INFO - Chain [1] done processing
14:06:04 - cmdstanpy - INFO - Chain [1] start processing
14:06:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 304:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.063075   14.831888   44.414452
31 2025-08-31  28.856269   14.762313   43.892598
32 2025-09-30  28.656135   13.776674   43.453014
33 2025-10-31  28.449329   14.308545   43.457349
34 2025-11-30  28.249194   13.186753   42.140267
14:06:04 - cmdstanpy - INFO - Chain [1] start processing
14:06:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 305:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.076791   34.713797   76.579454
31 2025-08-31  56.737016   35.245197   77.735651
32 2025-09-30  57.375944   37.491564   78.578786
33 2025-10-31  58.036169   38.649682   77.732775
34 2025-11-30  58.675096   37.995997   79.225736
Forecast for North America and Product 306:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.262665   24.354469   56.953002
31 2025-08-31  40.591408   24.303685   57.493584
32 2025-09-30  40.909547   24.304922   57.368325
33 2025-10-31  41.238290   26.025161   58.052079
34 2025-11-30  41.556429   25.144904   57.782938
14:06:04 - cmdstanpy - INFO - Chain [1] start processing
14:06:04 - cmdstanpy - INFO - Chain [1] done processing
14:06:05 - cmdstanpy - INFO - Chain [1] start processing
14:06:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 307:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.508595   13.154199   47.619254
31 2025-08-31  30.125666   13.381411   47.014002
32 2025-09-30  29.755090   13.034917   47.293891
33 2025-10-31  29.372161   12.831935   47.123192
34 2025-11-30  29.001584   11.167144   45.785635
Forecast for North America and Product 308:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.196517   -3.655519   38.853993
31 2025-08-31  17.142491   -1.303309   37.375587
32 2025-09-30  16.122466   -3.763931   35.410599
33 2025-10-31  15.068440   -5.527104   34.954064
34 2025-11-30  14.048414   -6.582171   34.527031
14:06:05 - cmdstanpy - INFO - Chain [1] start processing
14:06:05 - cmdstanpy - INFO - Chain [1] done processing
14:06:05 - cmdstanpy - INFO - Chain [1] start processing
14:06:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 309:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.685918   26.203307   72.511858
31 2025-08-31  50.361385   26.172350   74.590133
32 2025-09-30  51.015063   26.748022   76.342072
33 2025-10-31  51.690530   25.410706   74.205364
34 2025-11-30  52.344207   29.019917   75.802182
Forecast for North America and Product 310:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.930870   16.865496   57.741491
31 2025-08-31  37.867359   17.249164   58.660902
32 2025-09-30  37.805896   16.696864   58.139923
33 2025-10-31  37.742384   15.308276   59.814261
34 2025-11-30  37.680921   14.812050   58.678703
14:06:05 - cmdstanpy - INFO - Chain [1] start processing
14:06:05 - cmdstanpy - INFO - Chain [1] done processing
14:06:05 - cmdstanpy - INFO - Chain [1] start processing
14:06:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 311:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.138019   14.556507   52.449224
31 2025-08-31  32.699337   13.728401   52.215561
32 2025-09-30  32.274806   12.113260   51.487056
33 2025-10-31  31.836123   12.215937   51.407648
34 2025-11-30  31.411592   12.123477   51.389104
Forecast for North America and Product 312:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.083601   44.653044   80.785727
31 2025-08-31  62.842864   45.848288   79.028449
32 2025-09-30  63.577634   45.902011   79.630988
33 2025-10-31  64.336897   47.157195   80.006452
34 2025-11-30  65.071668   48.277030   81.692901
14:06:05 - cmdstanpy - INFO - Chain [1] start processing
14:06:06 - cmdstanpy - INFO - Chain [1] done processing
14:06:06 - cmdstanpy - INFO - Chain [1] start processing
14:06:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 313:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.202384    1.609175   33.494192
31 2025-08-31  16.116094    0.554714   31.131843
32 2025-09-30  15.064844   -1.149840   31.274942
33 2025-10-31  13.978554   -1.816546   28.800310
34 2025-11-30  12.927305   -1.180233   28.848136
Forecast for North America and Product 314:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.882830   13.256027   59.731044
31 2025-08-31  36.663831   15.554281   58.686941
32 2025-09-30  36.451896   13.469298   58.939666
33 2025-10-31  36.232897   13.717721   58.067477
34 2025-11-30  36.020962   14.815081   58.376499
14:06:06 - cmdstanpy - INFO - Chain [1] start processing
14:06:06 - cmdstanpy - INFO - Chain [1] done processing
14:06:06 - cmdstanpy - INFO - Chain [1] start processing
14:06:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 315:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.069502   21.684102   57.568160
31 2025-08-31  39.995266   21.528355   57.909665
32 2025-09-30  39.923426   21.290488   58.170786
33 2025-10-31  39.849190   21.415514   57.450210
34 2025-11-30  39.777350   21.308928   57.180791
Forecast for North America and Product 316:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.883517   32.120348   62.750305
31 2025-08-31  48.388660   33.677674   63.188198
32 2025-09-30  48.877508   34.342450   63.893803
33 2025-10-31  49.382651   34.358895   64.786451
34 2025-11-30  49.871500   34.674621   65.612529
14:06:06 - cmdstanpy - INFO - Chain [1] start processing
14:06:06 - cmdstanpy - INFO - Chain [1] done processing
14:06:06 - cmdstanpy - INFO - Chain [1] start processing
14:06:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 317:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.461632   19.943602   54.113234
31 2025-08-31  37.225439   21.293967   55.334764
32 2025-09-30  36.996865   20.373264   53.923891
33 2025-10-31  36.760672   18.171256   54.226662
34 2025-11-30  36.532098   19.328410   53.996608
Forecast for North America and Product 318:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.033921   28.855731   63.822351
31 2025-08-31  46.254148   28.078188   65.442202
32 2025-09-30  46.467270   28.472406   66.226823
33 2025-10-31  46.687496   29.279600   65.697157
34 2025-11-30  46.900619   29.541904   65.251592
14:06:07 - cmdstanpy - INFO - Chain [1] start processing
14:06:07 - cmdstanpy - INFO - Chain [1] done processing
14:06:07 - cmdstanpy - INFO - Chain [1] start processing
14:06:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 319:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.281642   26.617747   63.452985
31 2025-08-31  45.306514   26.375105   64.314912
32 2025-09-30  45.330584   26.511737   63.363988
33 2025-10-31  45.355456   28.354737   64.219374
34 2025-11-30  45.379526   25.942010   62.172296
Forecast for North America and Product 320:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.173791   31.584609   67.180625
31 2025-08-31  49.661799   31.277464   66.863467
32 2025-09-30  50.134064   32.683066   67.963394
33 2025-10-31  50.622072   34.163817   68.966463
34 2025-11-30  51.094338   34.028341   68.921494
14:06:07 - cmdstanpy - INFO - Chain [1] start processing
14:06:07 - cmdstanpy - INFO - Chain [1] done processing
14:06:07 - cmdstanpy - INFO - Chain [1] start processing
14:06:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 321:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.329955   11.198396   48.308320
31 2025-08-31  29.900356   10.291994   47.919176
32 2025-09-30  29.484616   10.243507   48.119958
33 2025-10-31  29.055017   10.255525   48.653721
34 2025-11-30  28.639276   10.053827   46.194387
Forecast for North America and Product 322:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.987978   16.289412   63.429586
31 2025-08-31  39.753526   15.151684   62.569668
32 2025-09-30  39.526637   17.603182   63.728324
33 2025-10-31  39.292185   14.826740   63.043852
34 2025-11-30  39.065296   14.756954   61.162872
14:06:07 - cmdstanpy - INFO - Chain [1] start processing
14:06:07 - cmdstanpy - INFO - Chain [1] done processing
14:06:07 - cmdstanpy - INFO - Chain [1] start processing
14:06:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 323:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.965971   11.010871   54.323675
31 2025-08-31  31.372879    8.167099   52.741254
32 2025-09-30  30.798920    8.786814   51.673463
33 2025-10-31  30.205829    7.794087   55.805513
34 2025-11-30  29.631870    7.414718   51.967939
Forecast for North America and Product 324:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  28.270557    4.368835   50.727707
30 2025-08-31  27.837071    4.417602   50.781235
31 2025-09-30  27.417569    5.395009   51.723478
32 2025-10-31  26.984083    2.457278   50.845853
33 2025-11-30  26.564581    2.085841   50.479730
14:06:08 - cmdstanpy - INFO - Chain [1] start processing
14:06:08 - cmdstanpy - INFO - Chain [1] done processing
14:06:08 - cmdstanpy - INFO - Chain [1] start processing
14:06:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 325:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.068269   16.374192   51.670468
31 2025-08-31  33.885651   17.319474   51.914406
32 2025-09-30  33.708924   17.557218   49.546591
33 2025-10-31  33.526307   15.914940   50.374267
34 2025-11-30  33.349580   16.484889   50.267363
Forecast for North America and Product 326:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.804106   31.450636   58.688097
31 2025-08-31  45.412026   33.388339   58.381844
32 2025-09-30  46.000335   33.578044   58.885360
33 2025-10-31  46.608255   33.353945   60.737939
34 2025-11-30  47.196565   33.715536   62.390402
14:06:08 - cmdstanpy - INFO - Chain [1] start processing
14:06:08 - cmdstanpy - INFO - Chain [1] done processing
14:06:08 - cmdstanpy - INFO - Chain [1] start processing
14:06:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 327:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.081377   20.546038   45.001822
31 2025-08-31  32.603488   20.384336   44.550140
32 2025-09-30  32.141015   19.952814   44.285199
33 2025-10-31  31.663126   18.916895   44.178738
34 2025-11-30  31.200653   18.156518   44.301827
Forecast for North America and Product 328:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.300962   23.646192   51.603293
31 2025-08-31  37.306700   23.914587   51.954281
32 2025-09-30  37.312253   22.756538   50.978321
33 2025-10-31  37.317991   22.415865   50.745532
34 2025-11-30  37.323544   22.409420   51.299276
14:06:08 - cmdstanpy - INFO - Chain [1] start processing
14:06:08 - cmdstanpy - INFO - Chain [1] done processing
14:06:09 - cmdstanpy - INFO - Chain [1] start processing
14:06:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 329:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.607545    6.385917   48.935043
31 2025-08-31  28.320061    7.870597   49.068775
32 2025-09-30  28.041850    6.481006   50.124047
33 2025-10-31  27.754366    5.963221   49.725817
34 2025-11-30  27.476156    8.837781   47.851152
Forecast for North America and Product 330:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.353055    1.638317   47.507897
31 2025-08-31  24.710840    0.546877   46.966772
32 2025-09-30  24.089341    1.892817   47.619719
33 2025-10-31  23.447126    0.231616   45.657477
34 2025-11-30  22.825628   -0.473752   45.163258
14:06:09 - cmdstanpy - INFO - Chain [1] start processing
14:06:09 - cmdstanpy - INFO - Chain [1] done processing
14:06:09 - cmdstanpy - INFO - Chain [1] start processing
14:06:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 331:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.853225   17.031344   53.102973
31 2025-08-31  34.525718   16.578518   53.506614
32 2025-09-30  34.208775   15.164887   52.474269
33 2025-10-31  33.881268   14.765508   55.062164
34 2025-11-30  33.564325   15.735646   52.940147
Forecast for North America and Product 332:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.822945   20.838637   59.643976
31 2025-08-31  40.058335   22.648646   59.414052
32 2025-09-30  40.286132   23.149442   57.514938
33 2025-10-31  40.521522   22.110461   57.387731
34 2025-11-30  40.749318   20.259250   60.131352
14:06:09 - cmdstanpy - INFO - Chain [1] start processing
14:06:09 - cmdstanpy - INFO - Chain [1] done processing
14:06:09 - cmdstanpy - INFO - Chain [1] start processing
14:06:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 333:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.878755   13.235131   68.589686
31 2025-08-31  42.501686   15.042557   67.942419
32 2025-09-30  42.136782   14.489766   69.597996
33 2025-10-31  41.759714   15.939358   68.087610
34 2025-11-30  41.394809   14.564424   69.499117
Forecast for North America and Product 334:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.856050   29.179050   74.741218
31 2025-08-31  51.619881   28.805739   73.764635
32 2025-09-30  52.359073   26.512740   74.367900
33 2025-10-31  53.122904   29.598147   74.992509
34 2025-11-30  53.862095   30.090267   76.061062
14:06:09 - cmdstanpy - INFO - Chain [1] start processing
14:06:09 - cmdstanpy - INFO - Chain [1] done processing
14:06:10 - cmdstanpy - INFO - Chain [1] start processing
14:06:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 335:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.949308   35.081197   74.350847
31 2025-08-31  54.727658   33.043177   75.036039
32 2025-09-30  55.480900   36.344825   74.419537
33 2025-10-31  56.259250   34.673298   76.374268
34 2025-11-30  57.012491   35.477570   77.120293
Forecast for North America and Product 336:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.083702   -2.326771   47.605767
31 2025-08-31  21.077286   -0.841580   45.964028
32 2025-09-30  20.103334   -3.863035   44.851607
33 2025-10-31  19.096918   -2.885337   43.669525
34 2025-11-30  18.122967   -5.209409   43.328374
14:06:10 - cmdstanpy - INFO - Chain [1] start processing
14:06:10 - cmdstanpy - INFO - Chain [1] done processing
14:06:10 - cmdstanpy - INFO - Chain [1] start processing
14:06:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 337:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.236407   29.392285   64.271501
31 2025-08-31  47.665364   29.904546   63.976966
32 2025-09-30  48.080484   32.649364   64.806630
33 2025-10-31  48.509442   32.975286   64.797348
34 2025-11-30  48.924562   31.672799   66.304746
Forecast for North America and Product 338:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.866473   17.780194   50.666476
31 2025-08-31  33.719726   17.668637   49.202820
32 2025-09-30  33.577713   17.637504   49.308376
33 2025-10-31  33.430967   17.522334   50.308669
34 2025-11-30  33.288954   16.466077   50.466122
14:06:10 - cmdstanpy - INFO - Chain [1] start processing
14:06:10 - cmdstanpy - INFO - Chain [1] done processing
14:06:10 - cmdstanpy - INFO - Chain [1] start processing
14:06:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 339:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.306413   21.011575   54.355508
31 2025-08-31  37.296864   21.038889   53.071903
32 2025-09-30  37.287622   20.960346   54.711622
33 2025-10-31  37.278072   20.529694   54.312563
34 2025-11-30  37.268830   21.668947   53.737610
Forecast for North America and Product 340:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.042810   13.666886   51.632931
31 2025-08-31  31.537330   11.878276   50.892572
32 2025-09-30  31.048155   10.016580   49.028250
33 2025-10-31  30.542675   11.423440   50.679745
34 2025-11-30  30.053501   10.581809   49.105966
14:06:10 - cmdstanpy - INFO - Chain [1] start processing
14:06:10 - cmdstanpy - INFO - Chain [1] done processing
14:06:11 - cmdstanpy - INFO - Chain [1] start processing
14:06:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 341:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.590318   14.804781   53.542682
31 2025-08-31  33.379198   13.514101   51.661696
32 2025-09-30  33.174888   14.087870   52.801511
33 2025-10-31  32.963768   14.241061   51.973554
34 2025-11-30  32.759458   13.741507   52.063802
Forecast for North America and Product 342:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.624807    8.837484   47.611836
31 2025-08-31  27.875582    8.366043   47.697039
32 2025-09-30  27.150525    8.907756   47.736187
33 2025-10-31  26.401300    8.373171   44.670524
34 2025-11-30  25.676244    6.144706   47.352453
14:06:11 - cmdstanpy - INFO - Chain [1] start processing
14:06:11 - cmdstanpy - INFO - Chain [1] done processing
14:06:11 - cmdstanpy - INFO - Chain [1] start processing
14:06:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 343:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.567772   19.123082   65.812489
31 2025-08-31  43.933642   21.443230   68.191757
32 2025-09-30  44.287711   21.110979   66.811254
33 2025-10-31  44.653581   21.505800   67.436845
34 2025-11-30  45.007649   20.778193   68.749457
Forecast for North America and Product 344:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.181332   21.050066   55.757842
31 2025-08-31  37.865787   20.564290   56.188832
32 2025-09-30  37.560421   19.498516   54.271566
33 2025-10-31  37.244876   19.557132   54.600953
34 2025-11-30  36.939510   19.619284   54.389891
14:06:11 - cmdstanpy - INFO - Chain [1] start processing
14:06:11 - cmdstanpy - INFO - Chain [1] done processing
14:06:11 - cmdstanpy - INFO - Chain [1] start processing
14:06:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 345:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.869815   24.618221   65.125532
31 2025-08-31  44.133637   24.626676   64.287567
32 2025-09-30  44.388948   24.662324   65.941753
33 2025-10-31  44.652769   25.155500   64.304768
34 2025-11-30  44.908080   25.405498   66.131146
Forecast for North America and Product 346:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.957059    8.499903   45.609141
31 2025-08-31  27.253254    8.054131   46.591158
32 2025-09-30  26.572153    6.620655   44.843032
33 2025-10-31  25.868348    6.193511   45.622509
34 2025-11-30  25.187247    7.111332   44.176274
14:06:11 - cmdstanpy - INFO - Chain [1] start processing
14:06:12 - cmdstanpy - INFO - Chain [1] done processing
14:06:12 - cmdstanpy - INFO - Chain [1] start processing
14:06:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 347:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.463229   27.653757   59.117488
31 2025-08-31  43.495067   29.164054   60.289228
32 2025-09-30  43.525878   26.946843   59.492432
33 2025-10-31  43.557716   27.780958   59.712030
34 2025-11-30  43.588527   27.948230   60.069565
Forecast for North America and Product 348:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.985474   32.513584   74.872287
31 2025-08-31  54.824563   33.946777   74.237184
32 2025-09-30  55.636584   34.903363   78.171646
33 2025-10-31  56.475673   36.144219   77.690063
34 2025-11-30  57.287694   37.096498   78.330610
14:06:12 - cmdstanpy - INFO - Chain [1] start processing
14:06:12 - cmdstanpy - INFO - Chain [1] done processing
14:06:12 - cmdstanpy - INFO - Chain [1] start processing
14:06:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 349:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.058138   11.342156   49.426079
31 2025-08-31  31.603461   13.116264   51.238991
32 2025-09-30  31.163452   11.996385   49.579934
33 2025-10-31  30.708775   10.165849   50.025548
34 2025-11-30  30.268766   12.008198   49.321778
Forecast for North America and Product 350:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.168366    7.469653   38.968853
31 2025-08-31  22.224291    6.352016   36.910004
32 2025-09-30  21.310670    6.475366   36.582179
33 2025-10-31  20.366596    5.389705   36.507689
34 2025-11-30  19.452975    3.547751   35.212179
14:06:12 - cmdstanpy - INFO - Chain [1] start processing
14:06:12 - cmdstanpy - INFO - Chain [1] done processing
14:06:12 - cmdstanpy - INFO - Chain [1] start processing
14:06:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 351:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.725746   38.434342   75.182428
31 2025-08-31  56.650467   39.723958   74.312019
32 2025-09-30  57.545359   40.419209   75.265013
33 2025-10-31  58.470081   39.562498   76.311754
34 2025-11-30  59.364973   41.449704   75.572780
Forecast for North America and Product 352:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.787573   21.574244   57.476741
31 2025-08-31  38.642397   21.021087   56.575380
32 2025-09-30  38.501904   19.763406   55.634391
33 2025-10-31  38.356728   20.591784   57.798090
34 2025-11-30  38.216236   20.163819   55.601030
14:06:13 - cmdstanpy - INFO - Chain [1] start processing
14:06:13 - cmdstanpy - INFO - Chain [1] done processing
14:06:13 - cmdstanpy - INFO - Chain [1] start processing
14:06:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 353:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.636895   21.518280   56.365684
31 2025-08-31  39.930427   22.477911   58.508695
32 2025-09-30  40.214490   22.403109   58.936556
33 2025-10-31  40.508022   21.946089   58.173521
34 2025-11-30  40.792085   22.917468   59.302998
Forecast for North America and Product 354:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.697268   23.168728   60.710415
31 2025-08-31  41.603369   22.354636   60.139045
32 2025-09-30  41.512498   22.604548   59.251622
33 2025-10-31  41.418599   21.021171   60.357081
34 2025-11-30  41.327729   21.577467   59.940314
14:06:13 - cmdstanpy - INFO - Chain [1] start processing
14:06:13 - cmdstanpy - INFO - Chain [1] done processing
14:06:13 - cmdstanpy - INFO - Chain [1] start processing
14:06:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 355:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.858339   25.281596   59.506315
31 2025-08-31  43.008625   24.527984   59.491313
32 2025-09-30  43.154063   25.249600   60.391297
33 2025-10-31  43.304348   26.611525   59.483748
34 2025-11-30  43.449786   25.532826   60.977711
Forecast for North America and Product 356:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.855652    5.002780   39.768596
31 2025-08-31  21.087804    2.769282   37.639531
32 2025-09-30  20.344726    3.127630   38.652851
33 2025-10-31  19.576878    2.293552   36.302872
34 2025-11-30  18.833800    0.900601   36.370916
14:06:13 - cmdstanpy - INFO - Chain [1] start processing
14:06:13 - cmdstanpy - INFO - Chain [1] done processing
14:06:13 - cmdstanpy - INFO - Chain [1] start processing
14:06:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 357:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.183300   17.792717   61.150532
31 2025-08-31  39.206370   18.639442   60.571039
32 2025-09-30  39.228697   18.772864   59.013952
33 2025-10-31  39.251767   17.638041   59.593715
34 2025-11-30  39.274094   17.506410   60.105420
14:06:14 - cmdstanpy - INFO - Chain [1] start processing
14:06:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 358:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.193352   19.338780   54.292875
31 2025-08-31  35.800715   19.184766   53.118902
32 2025-09-30  35.420744   17.343854   53.083690
33 2025-10-31  35.028107   18.071627   53.104614
34 2025-11-30  34.648136   19.118150   52.434352
Forecast for North America and Product 359:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.012998   28.988538   62.258223
31 2025-08-31  46.333319   28.236228   64.940604
32 2025-09-30  46.643306   29.161063   64.045142
33 2025-10-31  46.963626   28.764949   63.264570
34 2025-11-30  47.273614   30.204396   64.320486
14:06:14 - cmdstanpy - INFO - Chain [1] start processing
14:06:14 - cmdstanpy - INFO - Chain [1] done processing
14:06:14 - cmdstanpy - INFO - Chain [1] start processing
14:06:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 360:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.972511   34.063551   72.777726
31 2025-08-31  53.734245   33.393762   72.516959
32 2025-09-30  54.471406   35.315499   74.745697
33 2025-10-31  55.233140   36.470673   76.153506
34 2025-11-30  55.970301   35.510911   74.335507
Forecast for North America and Product 361:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.146819   17.650455   70.022581
31 2025-08-31  45.334728   17.967412   70.116770
32 2025-09-30  45.516576   19.633490   69.816854
33 2025-10-31  45.704485   17.796870   71.639167
34 2025-11-30  45.886332   18.824840   71.968933
14:06:14 - cmdstanpy - INFO - Chain [1] start processing
14:06:14 - cmdstanpy - INFO - Chain [1] done processing
14:06:14 - cmdstanpy - INFO - Chain [1] start processing
14:06:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 362:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.554028   25.872635   60.084512
31 2025-08-31  43.856492   25.042629   61.409757
32 2025-09-30  44.149199   28.305155   61.698087
33 2025-10-31  44.451662   25.844625   61.061226
34 2025-11-30  44.744369   27.563484   62.326911
Forecast for North America and Product 363:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.089250   21.101360   58.848608
31 2025-08-31  38.955424   20.411943   60.005850
32 2025-09-30  38.825915   18.273784   57.408967
33 2025-10-31  38.692089   19.709656   58.543888
34 2025-11-30  38.562580   20.002010   57.742411
14:06:14 - cmdstanpy - INFO - Chain [1] start processing
14:06:15 - cmdstanpy - INFO - Chain [1] done processing
14:06:15 - cmdstanpy - INFO - Chain [1] start processing
14:06:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 364:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.611793    6.514277   49.669050
31 2025-08-31  28.042073    5.060642   49.286014
32 2025-09-30  27.490732    5.901668   49.087873
33 2025-10-31  26.921012    6.357372   47.483197
34 2025-11-30  26.369670    5.327931   49.202872
Forecast for North America and Product 365:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.595489   19.194834   55.494399
31 2025-08-31  37.663021   20.075893   55.625756
32 2025-09-30  37.728375   19.607064   55.269574
33 2025-10-31  37.795908   19.843920   54.820130
34 2025-11-30  37.861262   20.217946   54.902399
14:06:15 - cmdstanpy - INFO - Chain [1] start processing
14:06:15 - cmdstanpy - INFO - Chain [1] done processing
14:06:15 - cmdstanpy - INFO - Chain [1] start processing
14:06:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 366:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.455408   43.114586   80.084992
31 2025-08-31  62.600434   41.587987   81.756077
32 2025-09-30  63.708524   44.754140   82.567908
33 2025-10-31  64.853550   45.634253   82.498043
34 2025-11-30  65.961640   46.078060   84.963232
Forecast for North America and Product 367:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.237166   16.072478   60.408714
31 2025-08-31  38.219899   15.213777   59.667143
32 2025-09-30  38.203188   16.118152   58.260064
33 2025-10-31  38.185921   15.017309   60.488624
34 2025-11-30  38.169210   14.820384   59.094074
14:06:15 - cmdstanpy - INFO - Chain [1] start processing
14:06:15 - cmdstanpy - INFO - Chain [1] done processing
14:06:15 - cmdstanpy - INFO - Chain [1] start processing
14:06:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 368:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  71.110002   42.575617  100.705173
31 2025-08-31  72.577732   43.342869  102.610367
32 2025-09-30  73.998115   47.248427   99.738744
33 2025-10-31  75.465845   48.724196  106.637733
34 2025-11-30  76.886229   48.565330  104.353681
Forecast for North America and Product 369:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.037109   20.766330   54.474893
31 2025-08-31  38.013731   20.625076   54.667881
32 2025-09-30  37.991108   19.249036   55.097354
33 2025-10-31  37.967731   20.732204   54.187916
34 2025-11-30  37.945107   20.206953   54.609365
14:06:15 - cmdstanpy - INFO - Chain [1] start processing
14:06:16 - cmdstanpy - INFO - Chain [1] done processing
14:06:16 - cmdstanpy - INFO - Chain [1] start processing
14:06:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 370:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.568525   31.892626   62.634478
31 2025-08-31  47.144458   31.718220   62.755376
32 2025-09-30  47.701814   31.917636   63.821303
33 2025-10-31  48.277747   33.217964   64.252767
34 2025-11-30  48.835102   33.062845   64.252863
Forecast for North America and Product 371:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.950328    7.732181   48.567871
31 2025-08-31  27.553767    8.988493   47.827976
32 2025-09-30  27.169998    6.537505   48.017340
33 2025-10-31  26.773437    6.779952   49.122331
34 2025-11-30  26.389668    7.652472   46.670536
14:06:16 - cmdstanpy - INFO - Chain [1] start processing
14:06:16 - cmdstanpy - INFO - Chain [1] done processing
14:06:16 - cmdstanpy - INFO - Chain [1] start processing
14:06:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 372:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.410960   39.212913   77.259697
31 2025-08-31  58.243946   38.562779   79.077739
32 2025-09-30  59.050061   38.888862   77.402884
33 2025-10-31  59.883047   41.691161   80.419582
34 2025-11-30  60.689163   40.171757   80.314923
Forecast for North America and Product 373:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.396958   21.546332   62.085805
31 2025-08-31  41.593983   20.618536   62.090137
32 2025-09-30  41.784651   21.545738   62.524339
33 2025-10-31  41.981676   20.620425   61.313541
34 2025-11-30  42.172344   22.188518   62.876271
14:06:16 - cmdstanpy - INFO - Chain [1] start processing
14:06:16 - cmdstanpy - INFO - Chain [1] done processing
14:06:16 - cmdstanpy - INFO - Chain [1] start processing
14:06:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 374:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.272377   27.562714   65.466198
31 2025-08-31  47.770967   29.316459   66.072694
32 2025-09-30  48.253474   28.598579   65.932801
33 2025-10-31  48.752064   29.343829   67.741965
34 2025-11-30  49.234570   29.675821   69.525337
Forecast for North America and Product 375:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.554177   21.473838   48.224506
31 2025-08-31  34.565301   19.710766   48.070990
32 2025-09-30  34.576066   20.882212   48.821541
33 2025-10-31  34.587190   19.655408   48.239037
34 2025-11-30  34.597956   20.618799   48.406294
14:06:17 - cmdstanpy - INFO - Chain [1] start processing
14:06:17 - cmdstanpy - INFO - Chain [1] done processing
14:06:17 - cmdstanpy - INFO - Chain [1] start processing
14:06:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 376:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.318437   16.417256   54.250590
31 2025-08-31  35.051431   14.761464   55.164767
32 2025-09-30  34.793039   16.497373   56.192719
33 2025-10-31  34.526033   14.197125   54.427140
34 2025-11-30  34.267640   14.305573   53.370784
Forecast for North America and Product 377:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.654165    5.362497   50.148928
31 2025-08-31  26.915512    2.045778   49.494116
32 2025-09-30  26.200686    1.123464   47.022046
33 2025-10-31  25.462032    2.819545   48.423618
34 2025-11-30  24.747206    3.156146   47.247361
14:06:17 - cmdstanpy - INFO - Chain [1] start processing
14:06:17 - cmdstanpy - INFO - Chain [1] done processing
14:06:17 - cmdstanpy - INFO - Chain [1] start processing
14:06:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 378:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.773112   20.751814   66.298766
31 2025-08-31  41.965728   19.753712   64.765983
32 2025-09-30  42.152132   18.475985   64.399054
33 2025-10-31  42.344749   17.009002   65.111841
34 2025-11-30  42.531152   17.949391   63.859229
Forecast for North America and Product 379:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.478523   25.752272   63.453271
31 2025-08-31  45.643803   26.149108   64.467387
32 2025-09-30  45.803752   27.341787   64.856829
33 2025-10-31  45.969033   27.459970   64.756303
34 2025-11-30  46.128982   27.002206   64.633799
14:06:17 - cmdstanpy - INFO - Chain [1] start processing
14:06:17 - cmdstanpy - INFO - Chain [1] done processing
14:06:17 - cmdstanpy - INFO - Chain [1] start processing
14:06:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 380:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.437901   27.132940   68.255919
31 2025-08-31  47.748452   26.514201   68.492702
32 2025-09-30  48.048985   28.730619   68.251919
33 2025-10-31  48.359537   27.229878   67.968918
34 2025-11-30  48.660070   28.599879   69.125004
Forecast for North America and Product 381:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.343899   24.353228   57.911228
31 2025-08-31  41.486974   23.983636   59.549988
32 2025-09-30  41.625434   23.343984   59.651148
33 2025-10-31  41.768509   24.065691   57.961367
34 2025-11-30  41.906969   24.988636   58.870080
14:06:18 - cmdstanpy - INFO - Chain [1] start processing
14:06:18 - cmdstanpy - INFO - Chain [1] done processing
14:06:18 - cmdstanpy - INFO - Chain [1] start processing
14:06:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 382:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.220276   22.643925   50.225934
31 2025-08-31  37.311958   24.050397   50.914046
32 2025-09-30  37.400682   24.214125   50.587528
33 2025-10-31  37.492364   23.882503   51.152506
34 2025-11-30  37.581089   24.595627   50.578791
Forecast for North America and Product 383:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.521985   27.175420   69.404237
31 2025-08-31  47.741186   26.669649   68.553540
32 2025-09-30  47.953317   26.754060   67.437114
33 2025-10-31  48.172518   27.923295   69.029111
34 2025-11-30  48.384648   28.409915   68.874812
14:06:18 - cmdstanpy - INFO - Chain [1] start processing
14:06:18 - cmdstanpy - INFO - Chain [1] done processing
14:06:18 - cmdstanpy - INFO - Chain [1] start processing
14:06:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 384:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.236321   17.081323   46.314234
31 2025-08-31  31.004199   16.789574   45.637207
32 2025-09-30  30.779564   16.524361   46.404372
33 2025-10-31  30.547441   14.341199   45.753217
34 2025-11-30  30.322806   15.560745   45.989980
Forecast for North America and Product 385:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.911613   27.998977   78.133547
31 2025-08-31  54.540696   27.629629   79.494891
32 2025-09-30  55.149486   27.867656   80.669261
33 2025-10-31  55.778570   31.302085   81.199931
34 2025-11-30  56.387360   31.454310   81.759762
14:06:18 - cmdstanpy - INFO - Chain [1] start processing
14:06:18 - cmdstanpy - INFO - Chain [1] done processing
14:06:19 - cmdstanpy - INFO - Chain [1] start processing
14:06:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 386:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.554054   20.855200   56.886444
31 2025-08-31  38.499943   20.600758   57.106346
32 2025-09-30  38.447578   20.539206   57.906468
33 2025-10-31  38.393466   19.574631   55.405639
34 2025-11-30  38.341101   20.561948   56.595684
14:06:19 - cmdstanpy - INFO - Chain [1] start processing
14:06:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 387:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  40.124086   17.387898   63.797082
30 2025-08-31  40.192606   15.615964   62.961800
31 2025-09-30  40.258916   16.982410   63.034501
32 2025-10-31  40.327437   16.336624   62.764767
33 2025-11-30  40.393746   16.935795   63.984273
Forecast for North America and Product 388:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.731378   18.352036   55.542607
31 2025-08-31  36.389115   17.633260   56.710732
32 2025-09-30  36.057893   15.114192   54.504039
33 2025-10-31  35.715630   16.809781   54.675517
34 2025-11-30  35.384409   17.179142   54.868239
14:06:19 - cmdstanpy - INFO - Chain [1] start processing
14:06:19 - cmdstanpy - INFO - Chain [1] done processing
14:06:19 - cmdstanpy - INFO - Chain [1] start processing
14:06:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 389:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.540338    9.139015   47.655291
31 2025-08-31  27.618684    5.549441   47.679251
32 2025-09-30  26.726760    5.345933   48.059929
33 2025-10-31  25.805106    3.434237   47.436512
34 2025-11-30  24.913182    3.523429   45.794294
Forecast for North America and Product 390:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.871019    5.978245   44.555164
31 2025-08-31  24.037279    4.390816   42.483121
32 2025-09-30  23.230434    4.115714   43.049079
33 2025-10-31  22.396694    2.891641   43.369394
34 2025-11-30  21.589849   -0.286433   41.486787
14:06:19 - cmdstanpy - INFO - Chain [1] start processing
14:06:19 - cmdstanpy - INFO - Chain [1] done processing
14:06:19 - cmdstanpy - INFO - Chain [1] start processing
14:06:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 391:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.010494   33.023196   67.701424
31 2025-08-31  50.526530   34.152562   68.115641
32 2025-09-30  51.025919   34.028923   68.326065
33 2025-10-31  51.541955   34.822577   69.412880
34 2025-11-30  52.041345   35.749869   69.567569
Forecast for North America and Product 392:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.703127   20.068793   57.043441
31 2025-08-31  38.611854   18.832561   58.593739
32 2025-09-30  38.523526   19.220326   57.758741
33 2025-10-31  38.432254   19.523128   56.758650
34 2025-11-30  38.343926   20.253373   58.334373
14:06:20 - cmdstanpy - INFO - Chain [1] start processing
14:06:20 - cmdstanpy - INFO - Chain [1] done processing
14:06:20 - cmdstanpy - INFO - Chain [1] start processing
14:06:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 393:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.069411    9.977111   64.464258
31 2025-08-31  36.960929   11.948209   63.687335
32 2025-09-30  36.855947   10.863331   63.916480
33 2025-10-31  36.747466    9.377667   64.755403
34 2025-11-30  36.642483    9.294171   63.660048
Forecast for North America and Product 394:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.301728    2.830380   42.619503
31 2025-08-31  20.378648    1.226992   41.004356
32 2025-09-30  19.485344   -0.085234   39.580501
33 2025-10-31  18.562264   -1.680154   37.746223
34 2025-11-30  17.668960   -2.349177   37.475084
14:06:20 - cmdstanpy - INFO - Chain [1] start processing
14:06:20 - cmdstanpy - INFO - Chain [1] done processing
14:06:20 - cmdstanpy - INFO - Chain [1] start processing
14:06:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 395:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.596121   16.809478   65.093200
31 2025-08-31  39.570174   17.816618   64.024143
32 2025-09-30  39.545064   16.066099   62.819036
33 2025-10-31  39.519117   16.575604   62.834353
34 2025-11-30  39.494006   17.173501   63.585843
Forecast for North America and Product 396:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.828162   10.806442   52.136515
31 2025-08-31  31.534787   11.657550   50.779630
32 2025-09-30  31.250876   10.332139   51.274924
33 2025-10-31  30.957501   10.064993   53.076083
34 2025-11-30  30.673590    8.950960   52.796404
14:06:20 - cmdstanpy - INFO - Chain [1] start processing
14:06:20 - cmdstanpy - INFO - Chain [1] done processing
14:06:21 - cmdstanpy - INFO - Chain [1] start processing
14:06:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 397:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.441730   -4.246447   41.275225
31 2025-08-31  18.362568   -4.775535   40.953684
32 2025-09-30  17.318217   -6.186291   39.840122
33 2025-10-31  16.239054   -7.597281   38.917906
34 2025-11-30  15.194703   -8.676080   38.399757
Forecast for North America and Product 398:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.951509   26.245708   67.993459
31 2025-08-31  47.305656   25.200950   68.233583
32 2025-09-30  47.648379   26.700903   69.687414
33 2025-10-31  48.002526   26.721570   69.776556
34 2025-11-30  48.345249   27.224410   68.324529
14:06:21 - cmdstanpy - INFO - Chain [1] start processing
14:06:21 - cmdstanpy - INFO - Chain [1] done processing
14:06:21 - cmdstanpy - INFO - Chain [1] start processing
14:06:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 399:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.318342   24.396528   69.270403
31 2025-08-31  48.288023   25.909668   72.177120
32 2025-09-30  48.258682   25.159398   73.375188
33 2025-10-31  48.228363   26.540544   71.742229
34 2025-11-30  48.199022   25.969049   70.006141
Forecast for North America and Product 400:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.207458   26.319342   71.020520
31 2025-08-31  47.468047   24.410383   70.986363
32 2025-09-30  47.720231   23.690665   69.685110
33 2025-10-31  47.980820   26.009179   70.981386
34 2025-11-30  48.233004   26.474103   72.585533
14:06:21 - cmdstanpy - INFO - Chain [1] start processing
14:06:21 - cmdstanpy - INFO - Chain [1] done processing
14:06:21 - cmdstanpy - INFO - Chain [1] start processing
14:06:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 401:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.516304   21.858233   56.839418
31 2025-08-31  38.744977   20.608487   56.460720
32 2025-09-30  38.966273   21.143801   57.695494
33 2025-10-31  39.194946   20.728184   58.197812
34 2025-11-30  39.416242   21.905666   57.679696
Forecast for North America and Product 402:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.271717   24.869941   56.565890
31 2025-08-31  40.058507   23.401655   55.792721
32 2025-09-30  39.852174   23.555810   55.556807
33 2025-10-31  39.638964   23.579155   56.705110
34 2025-11-30  39.432631   23.616595   56.704256
14:06:21 - cmdstanpy - INFO - Chain [1] start processing
14:06:21 - cmdstanpy - INFO - Chain [1] done processing
14:06:22 - cmdstanpy - INFO - Chain [1] start processing
14:06:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 403:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.280942   30.934720   69.191270
31 2025-08-31  50.895712   31.611693   71.077922
32 2025-09-30  51.490650   32.231032   69.708612
33 2025-10-31  52.105420   32.908017   70.862938
34 2025-11-30  52.700359   35.311016   71.806034
Forecast for North America and Product 404:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.298206   28.428250   68.361808
31 2025-08-31  48.573029   29.518252   68.511842
32 2025-09-30  48.838986   28.452055   70.161514
33 2025-10-31  49.113809   29.200070   70.161439
34 2025-11-30  49.379767   31.144882   69.114240
14:06:22 - cmdstanpy - INFO - Chain [1] start processing
14:06:22 - cmdstanpy - INFO - Chain [1] done processing
14:06:22 - cmdstanpy - INFO - Chain [1] start processing
14:06:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 405:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.024474   13.062632   56.874224
31 2025-08-31  34.725700   15.991267   55.792474
32 2025-09-30  34.436564   15.089121   53.921551
33 2025-10-31  34.137789   12.319777   54.540465
34 2025-11-30  33.848653   13.112347   54.531999
Forecast for North America and Product 406:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.136351   31.581641   69.620390
31 2025-08-31  51.639499   32.831474   70.919249
32 2025-09-30  52.126417   34.280336   70.991695
33 2025-10-31  52.629565   33.380243   70.850933
34 2025-11-30  53.116482   34.678650   71.391889
14:06:22 - cmdstanpy - INFO - Chain [1] start processing
14:06:22 - cmdstanpy - INFO - Chain [1] done processing
14:06:22 - cmdstanpy - INFO - Chain [1] start processing
14:06:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 407:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.731223   26.976790   70.784125
31 2025-08-31  49.112253   29.082770   70.139020
32 2025-09-30  49.480992   27.621303   72.282272
33 2025-10-31  49.862023   27.690460   71.711045
34 2025-11-30  50.230762   28.663307   70.671874
Forecast for North America and Product 408:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.031756   24.726040   55.336013
31 2025-08-31  40.091639   24.553980   55.231493
32 2025-09-30  40.149589   25.019769   55.673189
33 2025-10-31  40.209472   24.521153   55.472742
34 2025-11-30  40.267422   24.657962   54.398287
14:06:22 - cmdstanpy - INFO - Chain [1] start processing
14:06:22 - cmdstanpy - INFO - Chain [1] done processing
14:06:23 - cmdstanpy - INFO - Chain [1] start processing
14:06:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 409:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.908037    6.654651   49.297472
31 2025-08-31  26.125453    4.195988   48.502686
32 2025-09-30  25.368112    3.963724   47.396727
33 2025-10-31  24.585528    1.985260   46.734735
34 2025-11-30  23.828188    2.502027   45.153722
Forecast for North America and Product 410:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.083164   11.566282   59.485495
31 2025-08-31  34.857672   10.727189   57.679371
32 2025-09-30  34.639453   12.418975   57.397001
33 2025-10-31  34.413961   12.328620   58.127479
34 2025-11-30  34.195742    9.886629   56.706953
14:06:23 - cmdstanpy - INFO - Chain [1] start processing
14:06:23 - cmdstanpy - INFO - Chain [1] done processing
14:06:23 - cmdstanpy - INFO - Chain [1] start processing
14:06:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 411:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.396073   12.186698   53.215787
31 2025-08-31  32.854177   11.890824   54.264602
32 2025-09-30  32.329760   11.025115   53.625010
33 2025-10-31  31.787864    9.645382   54.689198
34 2025-11-30  31.263448    8.043628   51.005381
14:06:23 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 412:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.428801   23.049911   55.295016
31 2025-08-31  39.649707   23.885426   55.885733
32 2025-09-30  39.863487   25.176200   55.622619
33 2025-10-31  40.084392   24.129864   56.164939
34 2025-11-30  40.298172   24.357537   55.196692
14:06:23 - cmdstanpy - INFO - Chain [1] done processing
14:06:23 - cmdstanpy - INFO - Chain [1] start processing
14:06:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 413:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.886429   10.648430   51.373046
31 2025-08-31  31.307630   11.217376   49.755854
32 2025-09-30  30.747501   12.945173   50.337901
33 2025-10-31  30.168702   10.570448   49.260315
34 2025-11-30  29.608573   11.188387   50.662432
Forecast for North America and Product 414:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.849578   19.630005   65.228173
31 2025-08-31  42.947101   21.504249   65.760897
32 2025-09-30  43.041478   21.348658   65.289338
33 2025-10-31  43.139001   21.284805   65.852946
34 2025-11-30  43.233378   21.191503   64.831503
14:06:24 - cmdstanpy - INFO - Chain [1] start processing
14:06:24 - cmdstanpy - INFO - Chain [1] done processing
14:06:24 - cmdstanpy - INFO - Chain [1] start processing
14:06:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 415:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.529141   23.337666   61.757587
31 2025-08-31  42.809190   21.530610   62.229267
32 2025-09-30  43.080205   23.986912   64.680184
33 2025-10-31  43.360255   23.238965   63.939247
34 2025-11-30  43.631270   24.543860   64.133625
Forecast for North America and Product 416:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.710992   30.721761   63.962792
31 2025-08-31  48.159018   31.668485   64.849727
32 2025-09-30  48.592591   31.131170   64.830521
33 2025-10-31  49.040616   33.223612   65.385754
34 2025-11-30  49.474189   31.872263   66.105722
14:06:24 - cmdstanpy - INFO - Chain [1] start processing
14:06:24 - cmdstanpy - INFO - Chain [1] done processing
14:06:24 - cmdstanpy - INFO - Chain [1] start processing
14:06:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 417:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.966924   17.053274   61.899090
31 2025-08-31  38.874427   16.336721   61.955035
32 2025-09-30  38.784913   17.516705   60.929508
33 2025-10-31  38.692416   14.611732   61.354357
34 2025-11-30  38.602902   15.314429   61.486538
Forecast for North America and Product 418:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.364020   36.983329   85.312448
31 2025-08-31  60.260777   36.905093   84.313895
32 2025-09-30  61.128607   35.873282   84.308373
33 2025-10-31  62.025364   35.800402   85.717213
34 2025-11-30  62.893193   38.565250   87.132213
14:06:24 - cmdstanpy - INFO - Chain [1] start processing
14:06:24 - cmdstanpy - INFO - Chain [1] done processing
14:06:24 - cmdstanpy - INFO - Chain [1] start processing
14:06:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 419:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.389278   13.178099   39.964442
31 2025-08-31  25.696702   11.465161   39.790350
32 2025-09-30  25.026468   10.984049   38.509017
33 2025-10-31  24.333892   10.896363   38.930844
34 2025-11-30  23.663658    9.740730   38.046430
Forecast for North America and Product 420:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.732803   20.133821   61.059295
31 2025-08-31  39.865440   18.876737   61.597519
32 2025-09-30  39.993798   17.124761   59.731059
33 2025-10-31  40.126434   19.787722   57.877135
34 2025-11-30  40.254792   19.439303   61.093149
14:06:25 - cmdstanpy - INFO - Chain [1] start processing
14:06:25 - cmdstanpy - INFO - Chain [1] done processing
14:06:25 - cmdstanpy - INFO - Chain [1] start processing
14:06:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 421:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.356791   20.248160   73.855893
31 2025-08-31  47.637563   21.799296   75.646401
32 2025-09-30  47.909277   20.665011   72.970806
33 2025-10-31  48.190049   21.737063   77.125916
34 2025-11-30  48.461763   20.490302   75.454738
Forecast for North America and Product 422:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.150530   31.122669   61.248415
31 2025-08-31  46.743973   31.734924   60.867462
32 2025-09-30  47.318271   31.902016   62.731678
33 2025-10-31  47.911713   33.341970   63.760146
34 2025-11-30  48.486012   33.575971   65.274667
14:06:25 - cmdstanpy - INFO - Chain [1] start processing
14:06:25 - cmdstanpy - INFO - Chain [1] done processing
14:06:25 - cmdstanpy - INFO - Chain [1] start processing
14:06:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 423:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.752587   29.488713   62.708462
31 2025-08-31  45.997972   28.274775   62.487076
32 2025-09-30  46.235442   28.570370   62.917743
33 2025-10-31  46.480828   30.164697   62.827459
34 2025-11-30  46.718297   30.161996   63.358632
Forecast for North America and Product 424:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.422375    9.801022   46.281820
31 2025-08-31  27.012919    8.237522   45.301367
32 2025-09-30  26.616672    6.571936   45.041794
33 2025-10-31  26.207216    7.213540   44.817949
34 2025-11-30  25.810968    5.561540   44.570270
14:06:25 - cmdstanpy - INFO - Chain [1] start processing
14:06:25 - cmdstanpy - INFO - Chain [1] done processing
14:06:25 - cmdstanpy - INFO - Chain [1] start processing
14:06:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 425:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.418219   28.715010   65.648694
31 2025-08-31  48.836831   31.012690   68.240799
32 2025-09-30  49.241940   30.582522   69.021195
33 2025-10-31  49.660552   30.266918   69.540562
34 2025-11-30  50.065660   29.755951   68.958478
Forecast for North America and Product 426:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.939406   25.806070   55.752629
31 2025-08-31  41.027849   27.058899   55.941036
32 2025-09-30  41.113440   25.629945   55.494773
33 2025-10-31  41.201883   26.134746   56.219509
34 2025-11-30  41.287474   26.840849   56.357719
14:06:26 - cmdstanpy - INFO - Chain [1] start processing
14:06:26 - cmdstanpy - INFO - Chain [1] done processing
14:06:26 - cmdstanpy - INFO - Chain [1] start processing
14:06:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 427:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.901534   14.211654   49.328687
31 2025-08-31  31.424057   13.804847   48.951493
32 2025-09-30  30.961982   11.445328   48.091960
33 2025-10-31  30.484505   12.568516   47.348722
34 2025-11-30  30.022431   13.114929   47.410653
Forecast for North America and Product 428:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.770997   15.480972   43.445304
31 2025-08-31  29.408466   14.977326   45.284439
32 2025-09-30  29.057629   14.414082   44.240426
33 2025-10-31  28.695098   13.134126   43.597563
34 2025-11-30  28.344261   12.649226   41.689771
14:06:26 - cmdstanpy - INFO - Chain [1] start processing
14:06:26 - cmdstanpy - INFO - Chain [1] done processing
14:06:26 - cmdstanpy - INFO - Chain [1] start processing
14:06:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 429:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.360429   19.939252   44.073601
31 2025-08-31  32.149791   19.698555   44.485438
32 2025-09-30  31.945947   20.122925   44.370569
33 2025-10-31  31.735309   19.218110   43.327902
34 2025-11-30  31.531465   18.547521   43.077440
Forecast for North America and Product 430:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.573891   15.076813   56.027886
31 2025-08-31  34.322922   13.171640   54.712350
32 2025-09-30  34.080049   14.683481   53.900142
33 2025-10-31  33.829080   13.439615   53.204201
34 2025-11-30  33.586207   11.807376   53.502607
14:06:26 - cmdstanpy - INFO - Chain [1] start processing
14:06:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 431:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.858657   34.048991   63.657177
31 2025-08-31  50.613257   33.953091   67.134563
32 2025-09-30  51.343514   35.854617   65.734997
33 2025-10-31  52.098114   36.203057   66.917111
34 2025-11-30  52.828372   37.629894   68.350120
14:06:27 - cmdstanpy - INFO - Chain [1] start processing
14:06:27 - cmdstanpy - INFO - Chain [1] done processing
14:06:27 - cmdstanpy - INFO - Chain [1] start processing
14:06:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 432:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.730085   41.164477   78.153143
31 2025-08-31  60.603002   42.149865   78.851716
32 2025-09-30  61.447760   41.990430   82.120154
33 2025-10-31  62.320677   44.443533   81.681906
34 2025-11-30  63.165435   44.278082   82.078047
Forecast for North America and Product 433:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.952709   12.173199   70.420856
31 2025-08-31  41.125493   11.209952   70.635435
32 2025-09-30  41.292703   12.454786   69.902975
33 2025-10-31  41.465486   13.107954   71.127335
34 2025-11-30  41.632696   13.269296   72.395133
14:06:27 - cmdstanpy - INFO - Chain [1] start processing
14:06:27 - cmdstanpy - INFO - Chain [1] done processing
14:06:27 - cmdstanpy - INFO - Chain [1] start processing
14:06:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 434:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.251277   39.958787   79.482066
31 2025-08-31  60.269191   40.594322   79.850277
32 2025-09-30  61.254269   42.736291   81.236973
33 2025-10-31  62.272182   42.384081   80.999749
34 2025-11-30  63.257260   43.374859   81.751265
Forecast for North America and Product 435:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.969828   16.140114   58.849996
31 2025-08-31  37.628182   15.269866   57.663101
32 2025-09-30  37.297556   16.225253   57.515260
33 2025-10-31  36.955909   14.768690   57.243814
34 2025-11-30  36.625283   16.426606   56.461207
14:06:27 - cmdstanpy - INFO - Chain [1] start processing
14:06:27 - cmdstanpy - INFO - Chain [1] done processing
14:06:27 - cmdstanpy - INFO - Chain [1] start processing
14:06:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 436:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.488376   33.069339   72.872293
31 2025-08-31  54.045320   34.801495   74.357948
32 2025-09-30  54.584297   34.369086   73.825848
33 2025-10-31  55.141241   34.511754   75.075690
34 2025-11-30  55.680219   36.337819   74.080886
Forecast for North America and Product 437:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.400098   15.982694   51.363976
31 2025-08-31  32.011584   14.968617   48.396659
32 2025-09-30  31.635603   13.683772   47.292355
33 2025-10-31  31.247089   13.998247   48.548586
34 2025-11-30  30.871108   13.791623   48.910304
14:06:28 - cmdstanpy - INFO - Chain [1] start processing
14:06:28 - cmdstanpy - INFO - Chain [1] done processing
14:06:28 - cmdstanpy - INFO - Chain [1] start processing
14:06:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 438:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.064167   21.789323   58.014503
31 2025-08-31  39.993163   21.613965   59.422983
32 2025-09-30  39.924449   20.592304   58.918696
33 2025-10-31  39.853445   20.434262   57.362969
34 2025-11-30  39.784731   22.985107   58.199109
Forecast for North America and Product 439:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.036110    2.991930   42.000868
31 2025-08-31  21.138729    1.898621   41.068942
32 2025-09-30  20.270296    0.575524   41.025785
33 2025-10-31  19.372915   -0.051842   38.551246
34 2025-11-30  18.504482   -2.234504   38.263056
14:06:28 - cmdstanpy - INFO - Chain [1] start processing
14:06:28 - cmdstanpy - INFO - Chain [1] done processing
14:06:28 - cmdstanpy - INFO - Chain [1] start processing
14:06:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 440:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.288190   38.330350   75.753346
31 2025-08-31  57.970407   38.573060   76.728701
32 2025-09-30  58.630617   41.384570   77.141205
33 2025-10-31  59.312834   39.447239   77.637384
34 2025-11-30  59.973043   42.977448   79.039405
Forecast for North America and Product 441:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.868712   18.492805   48.274643
31 2025-08-31  32.338443   16.969644   47.701732
32 2025-09-30  31.825279   15.986345   46.814741
33 2025-10-31  31.295009   17.557213   46.809691
34 2025-11-30  30.781845   15.084235   46.167377
14:06:28 - cmdstanpy - INFO - Chain [1] start processing
14:06:28 - cmdstanpy - INFO - Chain [1] done processing
14:06:29 - cmdstanpy - INFO - Chain [1] start processing
14:06:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 442:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.265353   23.550120   64.970731
31 2025-08-31  44.518585   25.550647   64.626392
32 2025-09-30  44.763649   24.367597   65.945837
33 2025-10-31  45.016881   23.868635   65.305561
34 2025-11-30  45.261945   24.514312   65.528198
Forecast for North America and Product 443:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.047801   18.545984   46.489613
31 2025-08-31  32.999656   18.553532   46.111481
32 2025-09-30  32.953065   20.156111   47.100529
33 2025-10-31  32.904920   18.761592   46.318910
34 2025-11-30  32.858329   19.814922   46.049397
14:06:29 - cmdstanpy - INFO - Chain [1] start processing
14:06:29 - cmdstanpy - INFO - Chain [1] done processing
14:06:29 - cmdstanpy - INFO - Chain [1] start processing
14:06:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 444:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.788756   42.336270   81.627317
31 2025-08-31  62.717434   42.567219   81.745965
32 2025-09-30  63.616156   44.041313   82.761244
33 2025-10-31  64.544835   46.276548   83.341449
34 2025-11-30  65.443556   47.393453   85.764806
Forecast for North America and Product 445:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.872523   26.471862   69.670463
31 2025-08-31  47.179242   26.054363   68.686072
32 2025-09-30  47.476067   24.999786   69.479040
33 2025-10-31  47.782786   26.069031   68.700531
34 2025-11-30  48.079611   26.291962   69.244908
14:06:29 - cmdstanpy - INFO - Chain [1] start processing
14:06:29 - cmdstanpy - INFO - Chain [1] done processing
14:06:29 - cmdstanpy - INFO - Chain [1] start processing
14:06:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 446:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.518333    6.797239   46.803006
31 2025-08-31  27.047660    5.657176   46.588447
32 2025-09-30  26.592171    5.186717   46.472873
33 2025-10-31  26.121498    6.070951   45.504061
34 2025-11-30  25.666008    5.893958   46.143816
Forecast for North America and Product 447:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.947899   -3.862807   32.776829
31 2025-08-31  13.947744   -3.683127   31.821788
32 2025-09-30  12.979853   -4.481098   32.439114
33 2025-10-31  11.979698   -6.533934   28.616414
34 2025-11-30  11.011807   -6.599539   28.332729
14:06:29 - cmdstanpy - INFO - Chain [1] start processing
14:06:29 - cmdstanpy - INFO - Chain [1] done processing
14:06:30 - cmdstanpy - INFO - Chain [1] start processing
14:06:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 448:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.893293   11.208805   60.154366
31 2025-08-31  34.729273   10.590531   58.378171
32 2025-09-30  34.570544    9.371885   58.349257
33 2025-10-31  34.406524    9.214880   60.781399
34 2025-11-30  34.247795    7.269806   58.464862
Forecast for North America and Product 449:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.992655   11.183785   53.475531
31 2025-08-31  32.642626   12.168732   53.079179
32 2025-09-30  32.303888   11.493000   52.481675
33 2025-10-31  31.953859   12.234909   51.473717
34 2025-11-30  31.615122   11.271890   52.391082
14:06:30 - cmdstanpy - INFO - Chain [1] start processing
14:06:30 - cmdstanpy - INFO - Chain [1] done processing
14:06:30 - cmdstanpy - INFO - Chain [1] start processing
14:06:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 450:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.961336   35.407506   75.834128
31 2025-08-31  55.679313   35.792942   75.316982
32 2025-09-30  56.374129   35.906628   76.903085
33 2025-10-31  57.092105   36.509437   77.642891
34 2025-11-30  57.786921   36.453881   77.820861
Forecast for North America and Product 451:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.802394   27.036308   72.659517
31 2025-08-31  49.973778   26.283579   72.501170
32 2025-09-30  50.139633   28.222457   74.365268
33 2025-10-31  50.311016   27.301062   74.133718
34 2025-11-30  50.476871   26.198235   73.609812
14:06:30 - cmdstanpy - INFO - Chain [1] start processing
14:06:30 - cmdstanpy - INFO - Chain [1] done processing
14:06:30 - cmdstanpy - INFO - Chain [1] start processing
14:06:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 452:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.579243   31.992651   68.074241
31 2025-08-31  50.005833   32.429202   68.389033
32 2025-09-30  50.418663   33.239401   67.226042
33 2025-10-31  50.845253   33.283201   69.871871
34 2025-11-30  51.258082   33.087560   68.927867
Forecast for North America and Product 453:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.242387   22.685640   57.752211
31 2025-08-31  40.243711   23.034410   57.976289
32 2025-09-30  40.244991   21.855441   57.653176
33 2025-10-31  40.246315   23.345615   58.596358
34 2025-11-30  40.247596   22.537776   58.156823
14:06:30 - cmdstanpy - INFO - Chain [1] start processing
14:06:30 - cmdstanpy - INFO - Chain [1] done processing
14:06:31 - cmdstanpy - INFO - Chain [1] start processing
14:06:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 454:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.977932   19.559046   55.783710
31 2025-08-31  36.632546   16.742127   55.395827
32 2025-09-30  36.298302   17.343168   55.377654
33 2025-10-31  35.952916   16.144893   55.670237
34 2025-11-30  35.618672   16.197809   56.228557
Forecast for North America and Product 455:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.462318    4.031099   45.948702
31 2025-08-31  24.616550    4.562284   46.180953
32 2025-09-30  23.798064    1.053186   43.828551
33 2025-10-31  22.952296    3.113425   44.795982
34 2025-11-30  22.133810    0.972419   42.307367
14:06:31 - cmdstanpy - INFO - Chain [1] start processing
14:06:31 - cmdstanpy - INFO - Chain [1] done processing
14:06:31 - cmdstanpy - INFO - Chain [1] start processing
14:06:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 456:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.237595   22.878268   66.592701
31 2025-08-31  44.465488   24.828678   66.364905
32 2025-09-30  44.686030   23.971338   64.459496
33 2025-10-31  44.913923   23.031878   65.482271
34 2025-11-30  45.134464   21.935366   66.350490
Forecast for North America and Product 457:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.924031   17.713067   52.281755
31 2025-08-31  35.824900   18.536576   53.018048
32 2025-09-30  35.728968   18.687384   53.439813
33 2025-10-31  35.629837   18.524452   52.967333
34 2025-11-30  35.533905   17.868490   53.093392
14:06:31 - cmdstanpy - INFO - Chain [1] start processing
14:06:31 - cmdstanpy - INFO - Chain [1] done processing
14:06:31 - cmdstanpy - INFO - Chain [1] start processing
14:06:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 458:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.393032   36.760983   77.285650
31 2025-08-31  57.046331   36.743381   76.558613
32 2025-09-30  57.678557   36.548194   79.422301
33 2025-10-31  58.331857   36.882816   78.699993
34 2025-11-30  58.964082   38.683944   79.235450
Forecast for North America and Product 459:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.212687   29.472977   61.702155
31 2025-08-31  46.682833   30.043615   63.198040
32 2025-09-30  47.137813   29.637343   64.480911
33 2025-10-31  47.607959   32.065835   64.341469
34 2025-11-30  48.062939   31.483997   63.748980
14:06:31 - cmdstanpy - INFO - Chain [1] start processing
14:06:32 - cmdstanpy - INFO - Chain [1] done processing
14:06:32 - cmdstanpy - INFO - Chain [1] start processing
14:06:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 460:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.723627   18.395956   63.086838
31 2025-08-31  40.681639   18.603430   64.506866
32 2025-09-30  40.641006   17.335382   63.459120
33 2025-10-31  40.599018   17.835684   63.722033
34 2025-11-30  40.558384   16.836122   63.931120
Forecast for North America and Product 461:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.295247   22.832776   60.973805
31 2025-08-31  42.466734   24.202609   61.944658
32 2025-09-30  42.632690   23.765606   61.120258
33 2025-10-31  42.804177   24.732234   62.629942
34 2025-11-30  42.970133   24.290229   62.235213
14:06:32 - cmdstanpy - INFO - Chain [1] start processing
14:06:32 - cmdstanpy - INFO - Chain [1] done processing
14:06:32 - cmdstanpy - INFO - Chain [1] start processing
14:06:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 462:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.630887   25.084677   71.708988
31 2025-08-31  49.333786   26.196691   72.453962
32 2025-09-30  50.014010   28.135722   72.293578
33 2025-10-31  50.716909   27.436957   75.594186
34 2025-11-30  51.397134   28.342607   74.953926
Forecast for North America and Product 463:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.060078   26.071720   61.212776
31 2025-08-31  44.114675   26.400752   60.576017
32 2025-09-30  44.167511   25.123157   62.003541
33 2025-10-31  44.222108   26.819880   62.519289
34 2025-11-30  44.274943   25.637891   61.251985
14:06:32 - cmdstanpy - INFO - Chain [1] start processing
14:06:32 - cmdstanpy - INFO - Chain [1] done processing
14:06:32 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 464:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.720885   30.872113   77.026576
31 2025-08-31  54.447346   30.523131   77.760141
32 2025-09-30  55.150372   32.239490   79.172142
33 2025-10-31  55.876833   32.051068   78.960570
34 2025-11-30  56.579860   33.333902   80.597267
14:06:32 - cmdstanpy - INFO - Chain [1] done processing
14:06:33 - cmdstanpy - INFO - Chain [1] start processing
14:06:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 465:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.587923   27.825680   63.892158
31 2025-08-31  46.948816   29.926040   63.080633
32 2025-09-30  47.298067   30.817638   64.591674
33 2025-10-31  47.658961   30.931156   65.884743
34 2025-11-30  48.008212   29.253271   66.162733
Forecast for North America and Product 466:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.138165   13.639585   51.211842
31 2025-08-31  32.859084   13.615158   51.123318
32 2025-09-30  32.589005   13.175692   52.617526
33 2025-10-31  32.309923   14.184050   51.921266
34 2025-11-30  32.039845   12.359338   50.782296
14:06:33 - cmdstanpy - INFO - Chain [1] start processing
14:06:33 - cmdstanpy - INFO - Chain [1] done processing
14:06:33 - cmdstanpy - INFO - Chain [1] start processing
14:06:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 467:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.626525   10.762232   46.826798
31 2025-08-31  26.888301    9.022281   44.528148
32 2025-09-30  26.173891    7.935325   42.991448
33 2025-10-31  25.435667    7.753588   43.108398
34 2025-11-30  24.721257    9.082121   42.287385
Forecast for North America and Product 468:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.646369   20.708263   57.550217
31 2025-08-31  38.823001   20.207970   57.814136
32 2025-09-30  38.993935   20.709466   56.385977
33 2025-10-31  39.170566   22.090486   56.443498
34 2025-11-30  39.341500   20.224352   58.230326
14:06:33 - cmdstanpy - INFO - Chain [1] start processing
14:06:33 - cmdstanpy - INFO - Chain [1] done processing
14:06:33 - cmdstanpy - INFO - Chain [1] start processing
14:06:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 469:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.180209    8.532911   51.099289
31 2025-08-31  28.897312    7.978357   49.133034
32 2025-09-30  28.623541    7.471028   49.257912
33 2025-10-31  28.340643    6.760093   48.360399
34 2025-11-30  28.066872    7.894583   48.209645
Forecast for North America and Product 470:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.462678   20.126272   65.305902
31 2025-08-31  43.451447   20.551438   65.962732
32 2025-09-30  43.440577   21.931017   66.251898
33 2025-10-31  43.429346   20.747129   67.228056
34 2025-11-30  43.418477   20.116781   64.220515
14:06:33 - cmdstanpy - INFO - Chain [1] start processing
14:06:34 - cmdstanpy - INFO - Chain [1] done processing
14:06:34 - cmdstanpy - INFO - Chain [1] start processing
14:06:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 471:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.122212   15.687219   57.251656
31 2025-08-31  36.109306   16.513217   55.491423
32 2025-09-30  36.096817   15.127968   58.636891
33 2025-10-31  36.083911   15.412276   56.354662
34 2025-11-30  36.071422   14.380445   57.933051
Forecast for North America and Product 472:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.864723   39.347017   72.889658
31 2025-08-31  56.464944   38.982597   73.915286
32 2025-09-30  57.045804   40.690591   74.822369
33 2025-10-31  57.646026   41.846401   75.704750
34 2025-11-30  58.226885   41.217899   75.340624
14:06:34 - cmdstanpy - INFO - Chain [1] start processing
14:06:34 - cmdstanpy - INFO - Chain [1] done processing
14:06:34 - cmdstanpy - INFO - Chain [1] start processing
14:06:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 473:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.583455   19.840256   52.759129
31 2025-08-31  36.304526   20.256113   51.615039
32 2025-09-30  36.034595   20.326561   52.301029
33 2025-10-31  35.755666   20.530479   53.354942
34 2025-11-30  35.485735   18.652568   51.256501
Forecast for North America and Product 474:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.330482   34.151547   65.168564
31 2025-08-31  51.089943   34.356957   67.499167
32 2025-09-30  51.824906   35.148559   68.697686
33 2025-10-31  52.584367   37.133470   69.741620
34 2025-11-30  53.319330   35.774592   70.679431
14:06:34 - cmdstanpy - INFO - Chain [1] start processing
14:06:34 - cmdstanpy - INFO - Chain [1] done processing
14:06:34 - cmdstanpy - INFO - Chain [1] start processing
14:06:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 475:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.664376    8.610706   44.874739
31 2025-08-31  25.905543    9.106462   43.614776
32 2025-09-30  25.171189    8.467448   42.565306
33 2025-10-31  24.412357    6.948571   40.495799
34 2025-11-30  23.678003    6.611924   39.633621
Forecast for North America and Product 476:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.691375   17.015544   59.382134
31 2025-08-31  37.311561   16.031727   59.495206
32 2025-09-30  36.944000   15.501882   59.844558
33 2025-10-31  36.564186   15.206291   56.925075
34 2025-11-30  36.196624   13.292220   57.264926
14:06:35 - cmdstanpy - INFO - Chain [1] start processing
14:06:35 - cmdstanpy - INFO - Chain [1] done processing
14:06:35 - cmdstanpy - INFO - Chain [1] start processing
14:06:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 477:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.603955   17.721751   58.892942
31 2025-08-31  39.438893   18.098766   58.365835
32 2025-09-30  39.279155   19.110398   61.867827
33 2025-10-31  39.114092   17.740972   58.973349
34 2025-11-30  38.954354   16.333956   58.710006
Forecast for North America and Product 478:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.211220   12.566053   51.666227
31 2025-08-31  32.884789   12.769277   53.355910
32 2025-09-30  32.568889   13.709628   51.734731
33 2025-10-31  32.242459   13.769647   52.213696
34 2025-11-30  31.926558   13.354761   50.788093
14:06:35 - cmdstanpy - INFO - Chain [1] start processing
14:06:35 - cmdstanpy - INFO - Chain [1] done processing
14:06:35 - cmdstanpy - INFO - Chain [1] start processing
14:06:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 479:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.269973   22.579346   58.819546
31 2025-08-31  39.196709   21.901607   58.149032
32 2025-09-30  39.125807   22.001198   56.575110
33 2025-10-31  39.052543   20.569295   57.080017
34 2025-11-30  38.981641   19.058088   55.878980
Forecast for North America and Product 480:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.859581   29.849032   70.545925
31 2025-08-31  50.218123   30.218879   70.116595
32 2025-09-30  50.565099   28.329178   69.344211
33 2025-10-31  50.923641   30.309390   69.968505
34 2025-11-30  51.270617   31.502443   72.154303
14:06:35 - cmdstanpy - INFO - Chain [1] start processing
14:06:35 - cmdstanpy - INFO - Chain [1] done processing
14:06:35 - cmdstanpy - INFO - Chain [1] start processing
14:06:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 481:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.980300    7.774390   40.766956
31 2025-08-31  23.951707    8.999314   40.608140
32 2025-09-30  22.956295    5.486905   39.888822
33 2025-10-31  21.927702    4.736880   39.309205
34 2025-11-30  20.932290    5.316556   36.888158
Forecast for North America and Product 482:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.232253   11.674576   55.314604
31 2025-08-31  32.913890   11.322145   54.904135
32 2025-09-30  32.605796   11.627691   53.890314
33 2025-10-31  32.287433   10.870069   53.208873
34 2025-11-30  31.979339   10.710142   51.793158
14:06:36 - cmdstanpy - INFO - Chain [1] start processing
14:06:36 - cmdstanpy - INFO - Chain [1] done processing
14:06:36 - cmdstanpy - INFO - Chain [1] start processing
14:06:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 483:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.587473    1.434510   42.135815
31 2025-08-31  20.768284    0.542970   40.552418
32 2025-09-30  19.975520   -1.245438   40.125945
33 2025-10-31  19.156331   -2.239329   38.753325
34 2025-11-30  18.363568   -2.970609   40.208203
Forecast for North America and Product 484:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.307035   20.266252   56.015261
31 2025-08-31  38.280849   20.265149   56.174635
32 2025-09-30  38.255509   18.164608   55.796195
33 2025-10-31  38.229323   19.258588   57.220713
34 2025-11-30  38.203983   20.584001   57.446979
14:06:36 - cmdstanpy - INFO - Chain [1] start processing
14:06:36 - cmdstanpy - INFO - Chain [1] done processing
14:06:36 - cmdstanpy - INFO - Chain [1] start processing
14:06:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 485:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.456910   18.603376   60.626991
31 2025-08-31  39.435729   15.527735   62.586855
32 2025-09-30  39.415232   19.621924   61.144746
33 2025-10-31  39.394051   17.825651   62.112015
34 2025-11-30  39.373553   18.624462   61.182721
Forecast for North America and Product 486:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.789420   27.408040   61.863488
31 2025-08-31  45.074041   29.141961   62.290710
32 2025-09-30  45.349481   27.991055   62.799512
33 2025-10-31  45.634102   27.774349   62.373068
34 2025-11-30  45.909542   27.816434   63.085836
14:06:36 - cmdstanpy - INFO - Chain [1] start processing
14:06:36 - cmdstanpy - INFO - Chain [1] done processing
14:06:36 - cmdstanpy - INFO - Chain [1] start processing
14:06:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 487:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.112621   18.893276   58.025546
31 2025-08-31  36.909303   18.616958   55.505568
32 2025-09-30  36.712544   17.354974   54.853731
33 2025-10-31  36.509227   17.608614   54.515096
34 2025-11-30  36.312468   15.679524   55.440898
Forecast for North America and Product 488:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.029553   21.305687   61.754385
31 2025-08-31  41.860517   19.241758   59.502665
32 2025-09-30  41.696934   21.311617   62.126352
33 2025-10-31  41.527898   21.829333   62.628352
34 2025-11-30  41.364315   20.709763   61.526074
14:06:37 - cmdstanpy - INFO - Chain [1] start processing
14:06:37 - cmdstanpy - INFO - Chain [1] done processing
14:06:37 - cmdstanpy - INFO - Chain [1] start processing
14:06:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 489:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  11.894084  -12.167942   34.834189
31 2025-08-31  10.523049  -11.668881   32.765630
32 2025-09-30   9.196240  -13.047257   32.131024
33 2025-10-31   7.825205  -14.288947   32.117716
34 2025-11-30   6.498397  -16.149816   28.938640
Forecast for North America and Product 490:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.469791   -4.194663   42.749380
31 2025-08-31  18.485109   -6.829948   40.236702
32 2025-09-30  17.532190   -7.104569   41.479942
33 2025-10-31  16.547508   -8.413042   41.418763
34 2025-11-30  15.594589   -9.773446   39.971733
14:06:37 - cmdstanpy - INFO - Chain [1] start processing
14:06:37 - cmdstanpy - INFO - Chain [1] done processing
14:06:37 - cmdstanpy - INFO - Chain [1] start processing
14:06:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 491:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.636082   19.899728   57.503208
31 2025-08-31  37.690613   18.823601   56.167161
32 2025-09-30  37.743385   18.533845   57.442013
33 2025-10-31  37.797915   19.516485   57.576947
34 2025-11-30  37.850687   19.211190   56.179574
Forecast for North America and Product 492:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.941593   20.457320   56.550788
31 2025-08-31  37.731267   20.153118   55.714558
32 2025-09-30  37.527726   19.689361   55.080377
33 2025-10-31  37.317400   20.344951   54.900957
34 2025-11-30  37.113859   20.088067   53.972795
14:06:37 - cmdstanpy - INFO - Chain [1] start processing
14:06:37 - cmdstanpy - INFO - Chain [1] done processing
14:06:38 - cmdstanpy - INFO - Chain [1] start processing
14:06:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 493:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.117441   26.713984   64.134383
31 2025-08-31  46.566591   26.860809   64.331133
32 2025-09-30  47.001252   29.625371   66.852047
33 2025-10-31  47.450402   28.094561   65.445859
34 2025-11-30  47.885064   30.321643   66.814803
Forecast for North America and Product 494:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.281780    7.721056   51.075859
31 2025-08-31  28.642324    8.200787   48.600488
32 2025-09-30  28.023496    7.848865   49.091493
33 2025-10-31  27.384041    6.761636   48.802889
34 2025-11-30  26.765213    6.995950   47.492429
14:06:38 - cmdstanpy - INFO - Chain [1] start processing
14:06:38 - cmdstanpy - INFO - Chain [1] done processing
14:06:38 - cmdstanpy - INFO - Chain [1] start processing
14:06:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 495:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.947250    8.333334   46.610546
31 2025-08-31  27.585744    9.015394   46.481590
32 2025-09-30  27.235900    8.069510   46.248655
33 2025-10-31  26.874393    8.943577   45.219689
34 2025-11-30  26.524549    7.680429   45.981122
Forecast for North America and Product 496:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.552529   30.466519   66.617135
31 2025-08-31  50.555188   33.238991   68.285623
32 2025-09-30  51.525503   33.416300   70.561177
33 2025-10-31  52.528162   34.805236   70.787249
34 2025-11-30  53.498478   36.305573   72.444065
14:06:38 - cmdstanpy - INFO - Chain [1] start processing
14:06:38 - cmdstanpy - INFO - Chain [1] done processing
14:06:38 - cmdstanpy - INFO - Chain [1] start processing
14:06:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 497:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.891173    5.392082   38.484167
31 2025-08-31  20.864860    5.313036   37.248789
32 2025-09-30  19.871654    0.812145   35.547992
33 2025-10-31  18.845342    2.061421   34.663057
34 2025-11-30  17.852136    1.200200   34.904328
14:06:38 - cmdstanpy - INFO - Chain [1] start processing
14:06:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 498:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.284816   13.241408   54.631968
31 2025-08-31  33.742404   12.682256   55.304768
32 2025-09-30  33.217488   12.683103   53.230830
33 2025-10-31  32.675075   10.930395   53.621594
34 2025-11-30  32.150160   11.128703   53.259820
Forecast for North America and Product 499:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.772270   26.741196   63.151278
31 2025-08-31  46.323758   27.057376   64.502985
32 2025-09-30  46.857455   28.442676   65.703556
33 2025-10-31  47.408943   29.739459   67.853315
34 2025-11-30  47.942641   29.361222   67.314868
14:06:39 - cmdstanpy - INFO - Chain [1] start processing
14:06:39 - cmdstanpy - INFO - Chain [1] done processing
14:06:39 - cmdstanpy - INFO - Chain [1] start processing
14:06:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 500:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.426637   33.166495   78.334913
31 2025-08-31  57.193136   32.808602   79.439695
32 2025-09-30  57.934909   34.200695   79.920740
33 2025-10-31  58.701408   33.805216   81.073214
34 2025-11-30  59.443181   35.747489   82.246206
Forecast for North America and Product 501:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.351412   15.722776   56.596836
31 2025-08-31  36.113968   16.798862   55.192349
32 2025-09-30  35.884183   15.054681   56.509917
33 2025-10-31  35.646738   15.066301   56.313991
34 2025-11-30  35.416953   15.579086   55.768836
14:06:39 - cmdstanpy - INFO - Chain [1] start processing
14:06:39 - cmdstanpy - INFO - Chain [1] done processing
14:06:39 - cmdstanpy - INFO - Chain [1] start processing
14:06:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 502:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.215117   22.543746   51.667275
31 2025-08-31  37.117218   23.671506   50.910126
32 2025-09-30  37.022478   22.379218   52.053614
33 2025-10-31  36.924580   22.775029   50.629290
34 2025-11-30  36.829840   21.649521   51.813876
Forecast for North America and Product 503:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.545563   15.834095   53.290920
31 2025-08-31  34.510129   16.157124   55.220738
32 2025-09-30  34.475838   13.703870   53.073726
33 2025-10-31  34.440404   13.186467   53.144466
34 2025-11-30  34.406113   14.312345   51.664160
14:06:39 - cmdstanpy - INFO - Chain [1] start processing
14:06:39 - cmdstanpy - INFO - Chain [1] done processing
14:06:39 - cmdstanpy - INFO - Chain [1] start processing
14:06:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 504:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.989195   16.179141   58.508001
31 2025-08-31  37.148682   17.474665   57.198422
32 2025-09-30  37.303025   17.584656   57.442204
33 2025-10-31  37.462513   16.992347   58.372048
34 2025-11-30  37.616856   16.779009   57.843648
Forecast for North America and Product 505:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.569995   18.911377   43.486084
31 2025-08-31  31.518919   19.114006   43.966341
32 2025-09-30  31.469492   19.742560   43.407072
33 2025-10-31  31.418416   20.129520   43.540422
34 2025-11-30  31.368988   19.310359   44.079171
14:06:40 - cmdstanpy - INFO - Chain [1] start processing
14:06:40 - cmdstanpy - INFO - Chain [1] done processing
14:06:40 - cmdstanpy - INFO - Chain [1] start processing
14:06:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 506:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.688474   18.992936   60.053525
31 2025-08-31  39.881376   19.255808   60.427766
32 2025-09-30  40.068054   17.910163   58.776551
33 2025-10-31  40.260956   20.049768   61.278916
34 2025-11-30  40.447635   19.257149   59.923376
Forecast for North America and Product 507:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.597914   17.192782   54.738560
31 2025-08-31  36.626845   16.179082   56.817299
32 2025-09-30  36.654844   16.591770   56.990946
33 2025-10-31  36.683776   18.596164   57.426156
34 2025-11-30  36.711774   17.481542   56.559598
14:06:40 - cmdstanpy - INFO - Chain [1] start processing
14:06:40 - cmdstanpy - INFO - Chain [1] done processing
14:06:40 - cmdstanpy - INFO - Chain [1] start processing
14:06:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 508:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.354587   17.737857   62.622099
31 2025-08-31  40.427670   20.276244   61.981898
32 2025-09-30  40.498396   17.835348   62.820126
33 2025-10-31  40.571479   17.417686   60.113208
34 2025-11-30  40.642205   18.049282   63.660410
Forecast for North America and Product 509:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.303102   40.442150   84.104058
31 2025-08-31  63.563790   41.205723   85.241199
32 2025-09-30  64.783811   43.116950   86.629213
33 2025-10-31  66.044499   43.803681   85.834876
34 2025-11-30  67.264520   45.507858   89.157489
14:06:40 - cmdstanpy - INFO - Chain [1] start processing
14:06:40 - cmdstanpy - INFO - Chain [1] done processing
14:06:41 - cmdstanpy - INFO - Chain [1] start processing
14:06:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 510:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.708284   35.541371   72.511912
31 2025-08-31  54.281976   34.982752   74.286701
32 2025-09-30  54.837161   37.025772   75.206743
33 2025-10-31  55.410853   37.300154   76.109087
34 2025-11-30  55.966039   37.752611   74.678666
Forecast for North America and Product 511:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.014664   23.692037   56.031546
31 2025-08-31  39.795790   22.912406   56.345093
32 2025-09-30  39.583975   23.028592   56.941032
33 2025-10-31  39.365101   21.880358   56.072262
34 2025-11-30  39.153287   23.625821   55.145643
14:06:41 - cmdstanpy - INFO - Chain [1] start processing
14:06:41 - cmdstanpy - INFO - Chain [1] done processing
14:06:41 - cmdstanpy - INFO - Chain [1] start processing
14:06:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 512:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.876958   24.677406   60.991647
31 2025-08-31  42.725639   23.071317   59.844586
32 2025-09-30  42.579202   24.242186   60.941287
33 2025-10-31  42.427883   23.225053   61.581235
34 2025-11-30  42.281445   23.620626   62.323937
Forecast for North America and Product 513:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.452352   14.333098   50.613518
31 2025-08-31  33.110647   13.630592   52.592503
32 2025-09-30  32.779965   14.158626   52.979567
33 2025-10-31  32.438260   14.880385   51.683361
34 2025-11-30  32.107578   11.293415   50.994670
14:06:41 - cmdstanpy - INFO - Chain [1] start processing
14:06:41 - cmdstanpy - INFO - Chain [1] done processing
14:06:41 - cmdstanpy - INFO - Chain [1] start processing
14:06:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 514:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.806164   26.082038   60.528868
31 2025-08-31  44.040612   26.716960   62.167769
32 2025-09-30  44.267497   26.945365   62.217862
33 2025-10-31  44.501945   28.131737   61.777653
34 2025-11-30  44.728830   27.831204   62.074459
Forecast for North America and Product 515:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.831348    5.594652   33.364851
31 2025-08-31  18.703935    3.994380   31.487845
32 2025-09-30  17.612889    4.091138   31.046886
33 2025-10-31  16.485476    2.625617   30.825013
34 2025-11-30  15.394430    1.373198   28.967700
14:06:41 - cmdstanpy - INFO - Chain [1] start processing
14:06:41 - cmdstanpy - INFO - Chain [1] done processing
14:06:42 - cmdstanpy - INFO - Chain [1] start processing
14:06:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 516:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.735015   37.869691   80.407392
31 2025-08-31  60.746290   39.575876   81.874569
32 2025-09-30  61.724944   40.722667   80.671586
33 2025-10-31  62.736220   43.013582   82.088218
34 2025-11-30  63.714874   43.847324   84.547912
Forecast for North America and Product 517:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.474128   28.384205   75.630924
31 2025-08-31  52.943930   28.275873   78.523456
32 2025-09-30  53.398577   29.997990   75.674073
33 2025-10-31  53.868380   30.277195   76.725323
34 2025-11-30  54.323027   31.040203   77.384813
14:06:42 - cmdstanpy - INFO - Chain [1] start processing
14:06:42 - cmdstanpy - INFO - Chain [1] done processing
14:06:42 - cmdstanpy - INFO - Chain [1] start processing
14:06:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 518:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.455507   17.932493   72.734150
31 2025-08-31  44.526821   18.223594   70.566907
32 2025-09-30  44.595834   17.415305   71.011256
33 2025-10-31  44.667148   16.781085   71.455481
34 2025-11-30  44.736161   17.673668   72.172232
Forecast for North America and Product 519:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.525916   23.469686   67.938841
31 2025-08-31  45.503016   21.651981   66.980668
32 2025-09-30  45.480854   22.158271   68.180194
33 2025-10-31  45.457954   23.113119   68.714255
34 2025-11-30  45.435792   25.116025   69.004262
14:06:42 - cmdstanpy - INFO - Chain [1] start processing
14:06:42 - cmdstanpy - INFO - Chain [1] done processing
14:06:42 - cmdstanpy - INFO - Chain [1] start processing
14:06:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 520:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.977586   19.906263   64.139457
31 2025-08-31  41.897338   20.205102   62.909822
32 2025-09-30  41.819678   21.038660   62.662675
33 2025-10-31  41.739430   20.391957   61.486382
34 2025-11-30  41.661771   19.201139   63.673145
Forecast for North America and Product 521:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.610371   27.699516   71.525327
31 2025-08-31  50.095466   27.898695   71.586451
32 2025-09-30  50.564913   29.148400   72.641510
33 2025-10-31  51.050008   29.154836   70.505925
34 2025-11-30  51.519455   29.226856   72.010259
14:06:42 - cmdstanpy - INFO - Chain [1] start processing
14:06:42 - cmdstanpy - INFO - Chain [1] done processing
14:06:43 - cmdstanpy - INFO - Chain [1] start processing
14:06:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 522:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.005995   28.422418   66.810516
31 2025-08-31  48.255804   28.591603   68.669352
32 2025-09-30  48.497555   29.270025   66.049656
33 2025-10-31  48.747364   30.389470   68.391007
34 2025-11-30  48.989115   28.474785   67.513062
Forecast for North America and Product 523:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.352902    9.733633   39.448566
31 2025-08-31  23.288907    8.895641   37.558751
32 2025-09-30  22.259234    8.535872   38.274018
33 2025-10-31  21.195239    5.944002   36.153157
34 2025-11-30  20.165566    4.513697   36.149563
14:06:43 - cmdstanpy - INFO - Chain [1] start processing
14:06:43 - cmdstanpy - INFO - Chain [1] done processing
14:06:43 - cmdstanpy - INFO - Chain [1] start processing
14:06:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 524:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.380430    8.976344   56.263630
31 2025-08-31  30.712965    8.311132   55.106961
32 2025-09-30  30.067031    7.001406   51.870071
33 2025-10-31  29.399566    5.340453   52.401302
34 2025-11-30  28.753633    6.070354   52.354135
Forecast for North America and Product 525:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.153453   26.212770   59.662071
31 2025-08-31  43.005657   25.909782   59.426149
32 2025-09-30  42.862628   27.871610   58.045084
33 2025-10-31  42.714832   27.422671   58.708919
34 2025-11-30  42.571804   26.752800   58.765907
14:06:43 - cmdstanpy - INFO - Chain [1] start processing
14:06:43 - cmdstanpy - INFO - Chain [1] done processing
14:06:43 - cmdstanpy - INFO - Chain [1] start processing
14:06:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 526:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.463117   19.593379   45.726192
31 2025-08-31  32.172265   19.661625   44.951136
32 2025-09-30  31.890796   18.547903   44.942661
33 2025-10-31  31.599945   18.960115   43.948835
34 2025-11-30  31.318476   18.997147   43.312831
Forecast for North America and Product 527:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.205720   19.491319   54.269328
31 2025-08-31  37.160476   19.454108   53.601819
32 2025-09-30  37.116690   19.500810   54.659353
33 2025-10-31  37.071446   18.677982   53.592963
34 2025-11-30  37.027660   18.974067   53.934071
14:06:43 - cmdstanpy - INFO - Chain [1] start processing
14:06:43 - cmdstanpy - INFO - Chain [1] done processing
14:06:44 - cmdstanpy - INFO - Chain [1] start processing
14:06:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 528:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.990807   -2.840591   41.960819
31 2025-08-31  19.186362   -3.997576   40.462517
32 2025-09-30  18.407866   -2.109427   39.584437
33 2025-10-31  17.603421   -4.076513   39.549208
34 2025-11-30  16.824926   -6.849246   39.184176
Forecast for North America and Product 529:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.606666   17.540477   58.096661
31 2025-08-31  38.445090   19.339865   58.270112
32 2025-09-30  38.288726   19.449833   58.228233
33 2025-10-31  38.127150   17.359925   55.764883
34 2025-11-30  37.970786   19.006538   57.679225
14:06:44 - cmdstanpy - INFO - Chain [1] start processing
14:06:44 - cmdstanpy - INFO - Chain [1] done processing
14:06:44 - cmdstanpy - INFO - Chain [1] start processing
14:06:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 530:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.869658   15.468338   53.875937
31 2025-08-31  33.512064   15.610081   53.193838
32 2025-09-30  33.166005   12.570611   51.667063
33 2025-10-31  32.808410   15.243597   51.754431
34 2025-11-30  32.462351   14.454322   50.490359
Forecast for North America and Product 531:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.456783    8.964334   48.455988
31 2025-08-31  28.960881    7.558800   47.868911
32 2025-09-30  28.480976    9.041840   49.769033
33 2025-10-31  27.985075    7.104705   49.276761
34 2025-11-30  27.505170    6.311349   48.061738
14:06:44 - cmdstanpy - INFO - Chain [1] start processing
14:06:44 - cmdstanpy - INFO - Chain [1] done processing
14:06:44 - cmdstanpy - INFO - Chain [1] start processing
14:06:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 532:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.739196   14.144781   48.045127
31 2025-08-31  30.370684   15.156309   46.845832
32 2025-09-30  30.014059   13.767362   47.181716
33 2025-10-31  29.645546   13.835413   45.246382
34 2025-11-30  29.288921   12.679334   44.993629
Forecast for North America and Product 533:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.079448   16.955976   55.338932
31 2025-08-31  35.977320   16.284320   54.707425
32 2025-09-30  35.878485   15.272721   54.302051
33 2025-10-31  35.776357   16.526210   54.957522
34 2025-11-30  35.677523   14.375011   56.040803
14:06:45 - cmdstanpy - INFO - Chain [1] start processing
14:06:45 - cmdstanpy - INFO - Chain [1] done processing
14:06:45 - cmdstanpy - INFO - Chain [1] start processing
14:06:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 534:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.564460   18.616922   53.811961
31 2025-08-31  35.318935   18.661242   52.732754
32 2025-09-30  35.081330   18.245593   53.705162
33 2025-10-31  34.835805   16.915103   52.986607
34 2025-11-30  34.598200   16.749460   52.813561
Forecast for North America and Product 535:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.850226   21.051067   63.481076
31 2025-08-31  41.731547   20.085854   63.001378
32 2025-09-30  41.616696   20.556202   63.312596
33 2025-10-31  41.498017   19.040147   64.620546
34 2025-11-30  41.383167   21.207355   63.913679
14:06:45 - cmdstanpy - INFO - Chain [1] start processing
14:06:45 - cmdstanpy - INFO - Chain [1] done processing
14:06:45 - cmdstanpy - INFO - Chain [1] start processing
14:06:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 536:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.324801    9.621618   55.458620
31 2025-08-31  31.750932    9.052987   54.510389
32 2025-09-30  31.195574    9.657200   52.286869
33 2025-10-31  30.621704    9.066488   52.885072
34 2025-11-30  30.066346    7.849706   53.339961
Forecast for North America and Product 537:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.841148   21.379301   64.794912
31 2025-08-31  42.179158   19.480572   63.605260
32 2025-09-30  42.506264   20.453297   64.669539
33 2025-10-31  42.844274   21.786019   64.633718
34 2025-11-30  43.171381   21.078139   63.708254
14:06:45 - cmdstanpy - INFO - Chain [1] start processing
14:06:45 - cmdstanpy - INFO - Chain [1] done processing
14:06:45 - cmdstanpy - INFO - Chain [1] start processing
14:06:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 538:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.494189   21.677426   60.026217
31 2025-08-31  39.315495   20.141210   56.372932
32 2025-09-30  39.142566   20.693763   58.745246
33 2025-10-31  38.963872   20.133159   56.904607
34 2025-11-30  38.790943   19.602087   57.418736
Forecast for North America and Product 539:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.051755   27.404833   58.624027
31 2025-08-31  43.103609   28.287490   58.636761
32 2025-09-30  43.153789   27.923173   58.793735
33 2025-10-31  43.205642   27.894118   59.283522
34 2025-11-30  43.255823   27.688442   58.809892
14:06:46 - cmdstanpy - INFO - Chain [1] start processing
14:06:46 - cmdstanpy - INFO - Chain [1] done processing
14:06:46 - cmdstanpy - INFO - Chain [1] start processing
14:06:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 540:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.724969   25.483902   61.132565
31 2025-08-31  43.962018   26.075570   62.133087
32 2025-09-30  44.191420   26.504715   63.133258
33 2025-10-31  44.428469   26.264186   62.680719
34 2025-11-30  44.657871   27.539367   63.078665
Forecast for North America and Product 541:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.485997   18.631034   46.854223
31 2025-08-31  31.740766   17.546797   46.451777
32 2025-09-30  31.019575   16.899111   45.925223
33 2025-10-31  30.274344   16.755556   45.109102
34 2025-11-30  29.553152   16.161590   44.255073
14:06:46 - cmdstanpy - INFO - Chain [1] start processing
14:06:46 - cmdstanpy - INFO - Chain [1] done processing
14:06:46 - cmdstanpy - INFO - Chain [1] start processing
14:06:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 542:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.812083   46.829909   76.823333
31 2025-08-31  63.041221   47.832518   79.218408
32 2025-09-30  64.230709   50.257930   79.052790
33 2025-10-31  65.459846   50.070665   80.634428
34 2025-11-30  66.649334   51.866308   82.548401
Forecast for North America and Product 543:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.459491   42.947783   79.008269
31 2025-08-31  61.504913   45.363921   78.625788
32 2025-09-30  62.516611   44.740633   79.092486
33 2025-10-31  63.562032   46.661074   81.103286
34 2025-11-30  64.573730   47.359427   82.964228
14:06:46 - cmdstanpy - INFO - Chain [1] start processing
14:06:46 - cmdstanpy - INFO - Chain [1] done processing
14:06:46 - cmdstanpy - INFO - Chain [1] start processing
14:06:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 544:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.561988   15.756849   49.859219
31 2025-08-31  33.036494   14.278935   50.194026
32 2025-09-30  32.527952   15.112953   50.404250
33 2025-10-31  32.002458   14.339767   51.061542
34 2025-11-30  31.493916   14.003773   48.304756
Forecast for North America and Product 545:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.634886    7.665750   50.094472
31 2025-08-31  27.935492    4.485751   48.163121
32 2025-09-30  27.258658    5.142901   47.190177
33 2025-10-31  26.559264    4.618229   46.883613
34 2025-11-30  25.882430    4.535676   47.755954
14:06:47 - cmdstanpy - INFO - Chain [1] start processing
14:06:47 - cmdstanpy - INFO - Chain [1] done processing
14:06:47 - cmdstanpy - INFO - Chain [1] start processing
14:06:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 546:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.689198   25.271493   63.556513
31 2025-08-31  44.721450   24.769210   65.487241
32 2025-09-30  44.752661   25.303084   65.627050
33 2025-10-31  44.784913   25.600607   64.476345
34 2025-11-30  44.816125   24.856328   63.598108
Forecast for North America and Product 547:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.209664    7.781819   46.325205
31 2025-08-31  25.519946    4.382762   45.680792
32 2025-09-30  24.852476    5.523185   44.020611
33 2025-10-31  24.162758    4.143550   44.355587
34 2025-11-30  23.495289    3.753576   44.683382
14:06:47 - cmdstanpy - INFO - Chain [1] start processing
14:06:47 - cmdstanpy - INFO - Chain [1] done processing
14:06:47 - cmdstanpy - INFO - Chain [1] start processing
14:06:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 548:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.802938   34.989591   71.572242
31 2025-08-31  54.677686   37.405498   72.831826
32 2025-09-30  55.524216   38.336376   73.677195
33 2025-10-31  56.398964   38.191407   73.926016
34 2025-11-30  57.245494   39.807152   75.339533
Forecast for North America and Product 549:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.247247   28.543598   67.880764
31 2025-08-31  47.144531   27.432336   67.730496
32 2025-09-30  47.045128   25.399480   66.368336
33 2025-10-31  46.942412   26.841235   67.211379
34 2025-11-30  46.843009   27.213132   67.984862
14:06:47 - cmdstanpy - INFO - Chain [1] start processing
14:06:47 - cmdstanpy - INFO - Chain [1] done processing
14:06:48 - cmdstanpy - INFO - Chain [1] start processing
14:06:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 550:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.299368   34.689599   69.303433
31 2025-08-31  52.665082   34.715321   69.586063
32 2025-09-30  53.018997   35.299107   72.417126
33 2025-10-31  53.384711   36.942911   70.568011
34 2025-11-30  53.738626   36.501582   72.255254
Forecast for North America and Product 551:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.320977    7.382162   47.810769
31 2025-08-31  27.463148    6.881437   47.699746
32 2025-09-30  26.632992    5.774036   46.551891
33 2025-10-31  25.775164    3.989631   46.505884
34 2025-11-30  24.945008    3.734210   44.499177
14:06:48 - cmdstanpy - INFO - Chain [1] start processing
14:06:48 - cmdstanpy - INFO - Chain [1] done processing
14:06:48 - cmdstanpy - INFO - Chain [1] start processing
14:06:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 552:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.728073   12.061679   49.355524
31 2025-08-31  30.122105   13.085138   48.158052
32 2025-09-30  29.535686   11.432669   48.111519
33 2025-10-31  28.929718    9.664180   47.638331
34 2025-11-30  28.343298    8.794338   47.371221
Forecast for North America and Product 553:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.241291   27.982596   67.721248
31 2025-08-31  48.575279   28.752262   69.580571
32 2025-09-30  48.898494   27.238358   68.373600
33 2025-10-31  49.232483   30.379058   70.709376
34 2025-11-30  49.555698   28.884850   69.480853
14:06:48 - cmdstanpy - INFO - Chain [1] start processing
14:06:48 - cmdstanpy - INFO - Chain [1] done processing
14:06:48 - cmdstanpy - INFO - Chain [1] start processing
14:06:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 554:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.671536    8.691366   42.657816
31 2025-08-31  25.934129    8.579355   42.532966
32 2025-09-30  25.220509    8.324443   42.720185
33 2025-10-31  24.483101    7.037242   43.210127
34 2025-11-30  23.769481    7.999023   41.914605
Forecast for North America and Product 555:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.190796   23.790028   60.065565
31 2025-08-31  42.343051   25.062342   60.833342
32 2025-09-30  42.490394   24.687753   59.803178
33 2025-10-31  42.642649   26.894616   61.099077
34 2025-11-30  42.789993   24.877353   59.298013
14:06:49 - cmdstanpy - INFO - Chain [1] start processing
14:06:49 - cmdstanpy - INFO - Chain [1] done processing
14:06:49 - cmdstanpy - INFO - Chain [1] start processing
14:06:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 556:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.590196   22.265170   56.853452
31 2025-08-31  39.391115   21.895886   56.037755
32 2025-09-30  39.198456   22.638075   56.432602
33 2025-10-31  38.999374   22.019843   56.730450
34 2025-11-30  38.806715   21.579334   55.866610
Forecast for North America and Product 557:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.297938   11.922716   50.322962
31 2025-08-31  30.951902   11.074873   49.080651
32 2025-09-30  30.617029   12.160953   50.792801
33 2025-10-31  30.270993   10.852942   50.323586
34 2025-11-30  29.936120    9.993210   50.274180
14:06:49 - cmdstanpy - INFO - Chain [1] start processing
14:06:49 - cmdstanpy - INFO - Chain [1] done processing
14:06:49 - cmdstanpy - INFO - Chain [1] start processing
14:06:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 558:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.861309   24.714760   68.802999
31 2025-08-31  46.104590   23.995119   68.279665
32 2025-09-30  46.340023   24.666166   68.188680
33 2025-10-31  46.583304   24.342774   68.846167
34 2025-11-30  46.818737   23.926498   68.574391
Forecast for North America and Product 559:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.459861   20.096700   62.823771
31 2025-08-31  41.753632   20.965430   63.777870
32 2025-09-30  42.037926   19.613161   63.788401
33 2025-10-31  42.331697   20.546846   64.951991
34 2025-11-30  42.615992   21.820882   63.266564
14:06:49 - cmdstanpy - INFO - Chain [1] start processing
14:06:49 - cmdstanpy - INFO - Chain [1] done processing
14:06:49 - cmdstanpy - INFO - Chain [1] start processing
14:06:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 560:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.267890   20.227177   52.113588
31 2025-08-31  36.238085   19.761925   51.109055
32 2025-09-30  36.209242   19.521420   52.961126
33 2025-10-31  36.179437   19.485695   51.739408
34 2025-11-30  36.150593   20.386927   52.427284
Forecast for North America and Product 561:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.756847   19.724657   49.475117
31 2025-08-31  34.837132   20.046653   49.840363
32 2025-09-30  34.914826   20.665144   49.585653
33 2025-10-31  34.995111   19.410898   50.589338
34 2025-11-30  35.072806   20.867220   50.715701
14:06:50 - cmdstanpy - INFO - Chain [1] start processing
14:06:50 - cmdstanpy - INFO - Chain [1] done processing
14:06:50 - cmdstanpy - INFO - Chain [1] start processing
14:06:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 562:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.308336   30.216908   64.307219
31 2025-08-31  48.874865   31.035337   67.288633
32 2025-09-30  49.423119   32.608883   65.467261
33 2025-10-31  49.989648   33.331036   67.260355
34 2025-11-30  50.537901   33.615012   69.132428
Forecast for North America and Product 563:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.502719   15.551191   47.270552
31 2025-08-31  31.208615   15.580117   47.894936
32 2025-09-30  30.923999   14.523635   47.379754
33 2025-10-31  30.629895   13.890046   46.814317
34 2025-11-30  30.345278   14.795559   46.569773
14:06:50 - cmdstanpy - INFO - Chain [1] start processing
14:06:50 - cmdstanpy - INFO - Chain [1] done processing
14:06:50 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 564:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.061746   22.522281   54.784339
31 2025-08-31  38.806540   23.894888   55.194829
32 2025-09-30  38.559566   21.558382   54.035515
33 2025-10-31  38.304360   21.747630   55.066946
34 2025-11-30  38.057387   22.107454   54.949890
14:06:51 - cmdstanpy - INFO - Chain [1] done processing
14:06:51 - cmdstanpy - INFO - Chain [1] start processing
14:06:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 565:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.243866   31.433527   72.270289
31 2025-08-31  52.904955   30.943797   72.996408
32 2025-09-30  53.544718   30.979572   75.926727
33 2025-10-31  54.205807   33.895551   76.416952
34 2025-11-30  54.845570   34.303977   76.736402
14:06:51 - cmdstanpy - INFO - Chain [1] start processing
14:06:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 566:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.133800   25.155778   66.448510
31 2025-08-31  45.497803   23.770452   66.647186
32 2025-09-30  45.850064   25.024923   66.553244
33 2025-10-31  46.214067   24.614615   68.529521
34 2025-11-30  46.566328   25.700567   67.681552
14:06:51 - cmdstanpy - INFO - Chain [1] start processing
14:06:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 567:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.162002   25.855213   69.387628
31 2025-08-31  47.494822   25.155386   68.691407
32 2025-09-30  47.816906   25.652604   70.286107
33 2025-10-31  48.149726   26.179466   71.171246
34 2025-11-30  48.471809   26.623517   70.943591
Forecast for North America and Product 568:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.773214   24.654217   60.134839
31 2025-08-31  42.796175   25.774044   60.239312
32 2025-09-30  42.818395   25.349421   59.218311
33 2025-10-31  42.841356   25.682293   59.933067
34 2025-11-30  42.863576   24.699190   58.602070
14:06:51 - cmdstanpy - INFO - Chain [1] start processing
14:06:51 - cmdstanpy - INFO - Chain [1] done processing
14:06:52 - cmdstanpy - INFO - Chain [1] start processing
14:06:52 - cmdstanpy - INFO - Chain [1] done processing
14:06:52 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 570:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.225131   14.169468   52.418918
31 2025-08-31  32.715298   12.190094   52.823903
32 2025-09-30  32.221910   13.311815   51.464468
33 2025-10-31  31.712077   13.123728   49.790622
34 2025-11-30  31.218690   11.937777   50.034348
14:06:52 - cmdstanpy - INFO - Chain [1] done processing
14:06:52 - cmdstanpy - INFO - Chain [1] start processing
14:06:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 571:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.885438   16.773354   62.777662
31 2025-08-31  39.862039   16.756965   62.056418
32 2025-09-30  39.839394   15.801697   61.864919
33 2025-10-31  39.815995   17.564918   63.144854
34 2025-11-30  39.793351   17.246798   62.896847
Forecast for North America and Product 572:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.190175   19.749334   56.619566
31 2025-08-31  38.289450   19.323338   56.359018
32 2025-09-30  38.385523   18.962178   56.173963
33 2025-10-31  38.484798   18.914543   57.275420
34 2025-11-30  38.580871   21.629730   57.578762
14:06:52 - cmdstanpy - INFO - Chain [1] start processing
14:06:52 - cmdstanpy - INFO - Chain [1] done processing
14:06:52 - cmdstanpy - INFO - Chain [1] start processing
14:06:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 573:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.475172   15.632667   56.204192
31 2025-08-31  36.079032   15.889092   57.770911
32 2025-09-30  35.695671   15.836229   56.604471
33 2025-10-31  35.299531   16.585898   55.894991
34 2025-11-30  34.916169   15.587467   54.437505
14:06:53 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 574:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.332564   26.976199   67.202139
31 2025-08-31  46.529543   27.947710   66.432469
32 2025-09-30  46.720167   28.460194   64.011656
33 2025-10-31  46.917146   28.624090   66.903143
34 2025-11-30  47.107770   28.644760   66.405669
14:06:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 575:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.944511   28.540913   71.842831
31 2025-08-31  51.697733   31.055271   71.730401
32 2025-09-30  52.426657   30.940540   73.240874
33 2025-10-31  53.179879   32.291084   74.437987
34 2025-11-30  53.908803   34.736531   74.499955
14:15:27 - cmdstanpy - INFO - Chain [1] start processing
14:15:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 576:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.232892   14.070441   58.726081
31 2025-08-31  37.015172   16.359404   58.490897
32 2025-09-30  36.804475   14.697603   57.181938
33 2025-10-31  36.586754   13.084110   59.568533
34 2025-11-30  36.376057   13.084745   58.633559
14:15:29 - cmdstanpy - INFO - Chain [1] start processing
14:15:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 577:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.016004   16.658515   49.396775
31 2025-08-31  32.688583   16.971684   50.106790
32 2025-09-30  32.371724   15.345685   48.173439
33 2025-10-31  32.044303   15.072233   47.998883
34 2025-11-30  31.727444   15.826279   48.015063
14:15:30 - cmdstanpy - INFO - Chain [1] start processing
14:15:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 578:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.937779   33.671226   70.631247
31 2025-08-31  52.544516   33.778080   71.510543
32 2025-09-30  53.131681   34.437178   72.217587
33 2025-10-31  53.738418   34.934586   71.121836
34 2025-11-30  54.325582   35.998322   73.244006
14:15:31 - cmdstanpy - INFO - Chain [1] start processing
14:15:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 579:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.945016    4.187539   46.826963
31 2025-08-31  25.036587    3.900671   44.868086
32 2025-09-30  24.157463    3.788302   47.196441
33 2025-10-31  23.249034    3.113851   45.401687
34 2025-11-30  22.369910    1.762171   42.403984
14:15:32 - cmdstanpy - INFO - Chain [1] start processing
14:15:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 580:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.958017   29.858657   55.356835
31 2025-08-31  43.032786   29.839068   55.658117
32 2025-09-30  43.105143   29.707225   56.123598
33 2025-10-31  43.179912   29.798230   55.770271
34 2025-11-30  43.252269   30.083302   56.561503
14:15:33 - cmdstanpy - INFO - Chain [1] start processing
14:15:33 - cmdstanpy - INFO - Chain [1] done processing
14:15:34 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 581:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.366297    1.998705   42.076853
31 2025-08-31  21.575270    1.126425   40.969551
32 2025-09-30  20.809761   -0.708636   41.750230
33 2025-10-31  20.018734    0.169560   40.006494
34 2025-11-30  19.253224   -1.445763   39.519441
14:15:34 - cmdstanpy - INFO - Chain [1] done processing
14:15:34 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 582:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.517456   11.237406   56.496548
31 2025-08-31  33.375432   10.075196   56.583258
32 2025-09-30  33.237989    9.682366   55.911006
33 2025-10-31  33.095965   10.310605   54.696604
34 2025-11-30  32.958522    9.499450   55.733994
14:15:34 - cmdstanpy - INFO - Chain [1] done processing
14:15:35 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 583:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.044500   13.012690   48.089759
31 2025-08-31  29.675987   13.793985   46.588555
32 2025-09-30  29.319361   13.018917   44.646476
33 2025-10-31  28.950848   12.816771   45.336266
34 2025-11-30  28.594222   12.517164   44.178250
14:15:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 584:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.807472    8.705507   48.074706
31 2025-08-31  26.976851    8.024847   46.795211
32 2025-09-30  26.173025    6.380286   45.362786
33 2025-10-31  25.342404    6.969071   43.694363
34 2025-11-30  24.538577    4.209411   43.855215
14:15:35 - cmdstanpy - INFO - Chain [1] start processing
14:15:35 - cmdstanpy - INFO - Chain [1] done processing
14:15:35 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 585:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.703807   17.668887   63.763339
31 2025-08-31  40.759082   18.833981   62.559866
32 2025-09-30  40.812574   19.043923   63.244790
33 2025-10-31  40.867849   17.492239   63.642059
34 2025-11-30  40.921341   16.506445   63.192243
14:15:36 - cmdstanpy - INFO - Chain [1] done processing
14:15:36 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 586:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.722192   31.820866   64.846467
31 2025-08-31  49.317991   31.927262   65.956060
32 2025-09-30  49.894571   32.585133   66.455855
33 2025-10-31  50.490369   32.955372   67.262383
34 2025-11-30  51.066949   33.342675   68.074527
14:15:36 - cmdstanpy - INFO - Chain [1] done processing
14:15:36 - cmdstanpy - INFO - Chain [1] start processing
14:15:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 587:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.070715   25.261350   59.417765
31 2025-08-31  42.205490   24.660052   58.827634
32 2025-09-30  42.335918   24.515846   59.678588
33 2025-10-31  42.470693   25.649094   60.501051
34 2025-11-30  42.601121   24.533665   59.626586
14:15:36 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 588:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.862741   24.749271   69.185242
31 2025-08-31  48.071093   26.824717   69.808774
32 2025-09-30  48.272724   27.243178   71.592628
33 2025-10-31  48.481077   25.259977   70.121334
34 2025-11-30  48.682708   27.766800   69.764254
14:15:37 - cmdstanpy - INFO - Chain [1] done processing
14:15:37 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 589:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.384006    3.199668   36.855689
31 2025-08-31  19.400427    1.143034   38.040161
32 2025-09-30  18.448577   -0.459283   37.038199
33 2025-10-31  17.464998   -1.575943   36.467652
34 2025-11-30  16.513147   -1.376766   34.901585
14:15:37 - cmdstanpy - INFO - Chain [1] done processing
14:15:37 - cmdstanpy - INFO - Chain [1] start processing
14:15:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 590:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.557527    8.224411   62.615267
31 2025-08-31  36.116475   10.684982   62.829509
32 2025-09-30  35.689651    7.262771   61.781574
33 2025-10-31  35.248600    9.175475   61.942101
34 2025-11-30  34.821776    8.623985   59.646649
14:15:37 - cmdstanpy - INFO - Chain [1] start processing
14:15:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 591:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.029081   11.232240   55.624006
31 2025-08-31  32.588212   11.011643   54.224015
32 2025-09-30  32.161566   12.273294   54.471101
33 2025-10-31  31.720697   10.118846   54.189515
34 2025-11-30  31.294050    8.576222   52.456271
14:15:38 - cmdstanpy - INFO - Chain [1] start processing
14:15:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 592:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.467953   13.407319   44.116905
31 2025-08-31  27.756700   13.440752   42.176606
32 2025-09-30  27.068390   11.825128   41.682103
33 2025-10-31  26.357136   12.765973   41.742655
34 2025-11-30  25.668826   10.229073   39.844438
14:15:38 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 593:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.999421   22.793460   60.792570
31 2025-08-31  41.236206   21.524015   60.254692
32 2025-09-30  41.465354   22.376963   60.674243
33 2025-10-31  41.702139   23.197682   59.354746
34 2025-11-30  41.931286   24.071324   60.027372
14:15:38 - cmdstanpy - INFO - Chain [1] done processing
14:15:38 - cmdstanpy - INFO - Chain [1] start processing
14:15:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 594:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.719060   11.674197   55.796997
31 2025-08-31  33.226076   10.365829   54.552005
32 2025-09-30  32.748995   11.603279   54.284935
33 2025-10-31  32.256012    9.234046   53.042701
34 2025-11-30  31.778931    9.599364   54.289055
14:15:38 - cmdstanpy - INFO - Chain [1] start processing
14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 595:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.937640   44.670017   85.916475
31 2025-08-31  66.346578   44.435058   86.561410
32 2025-09-30  67.710066   48.379001   89.921983
33 2025-10-31  69.119004   49.494328   90.181423
34 2025-11-30  70.482492   49.049064   91.469199
14:15:39 - cmdstanpy - INFO - Chain [1] start processing
14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 596:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.020841   11.374947   49.001146
31 2025-08-31  30.735054   12.867198   49.529516
32 2025-09-30  30.458486   13.622944   49.393700
33 2025-10-31  30.172700   12.023577   48.523865
34 2025-11-30  29.896132   11.294418   48.852803
14:15:39 - cmdstanpy - INFO - Chain [1] start processing
14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 597:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.783904   21.770586   53.423785
31 2025-08-31  37.774762   21.642744   53.269723
32 2025-09-30  37.765914   22.835180   52.029545
33 2025-10-31  37.756772   22.641295   52.420208
34 2025-11-30  37.747924   22.760789   53.041442
14:15:39 - cmdstanpy - INFO - Chain [1] start processing
14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 598:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.582273   17.387188   66.525482
31 2025-08-31  42.648663   15.743577   66.567241
32 2025-09-30  42.712912   16.383619   68.517288
33 2025-10-31  42.779302   18.468443   67.896228
34 2025-11-30  42.843551   17.823337   67.569098
14:15:39 - cmdstanpy - INFO - Chain [1] start processing
14:15:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 599:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.955658   24.991516   54.666431
31 2025-08-31  38.856589   23.874876   53.709662
32 2025-09-30  38.760716   22.949325   53.506309
33 2025-10-31  38.661647   24.076255   54.394776
34 2025-11-30  38.565774   23.183071   53.149331
Forecast for North America and Product 600:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.943622   22.871365   53.941806
31 2025-08-31  37.877565   22.628503   53.484498
32 2025-09-30  37.813639   22.810281   54.982295
33 2025-10-31  37.747582   24.232923   52.346599
34 2025-11-30  37.683656   21.894756   53.109581
14:15:40 - cmdstanpy - INFO - Chain [1] start processing
14:15:40 - cmdstanpy - INFO - Chain [1] done processing
14:15:40 - cmdstanpy - INFO - Chain [1] start processing
14:15:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 601:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.183428   30.540490   65.638564
31 2025-08-31  48.609998   32.436578   66.162430
32 2025-09-30  49.022808   30.678054   66.608444
33 2025-10-31  49.449379   30.965170   67.485709
34 2025-11-30  49.862189   31.957128   66.081120
Forecast for North America and Product 602:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.114882   16.051598   55.043828
31 2025-08-31  34.822846   15.515858   53.477869
32 2025-09-30  34.540230   15.750417   55.153225
33 2025-10-31  34.248195   14.485703   54.795014
34 2025-11-30  33.965579   15.009597   52.406247
14:15:40 - cmdstanpy - INFO - Chain [1] start processing
14:15:40 - cmdstanpy - INFO - Chain [1] done processing
14:15:40 - cmdstanpy - INFO - Chain [1] start processing
14:15:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 603:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.911530   16.112260   54.922021
31 2025-08-31  36.993215   17.340947   56.595804
32 2025-09-30  37.072265   17.540170   55.190876
33 2025-10-31  37.153950   18.320814   56.298453
34 2025-11-30  37.233000   17.818530   56.263074
Forecast for North America and Product 604:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.709180   32.887455   70.327610
31 2025-08-31  52.504655   33.013088   71.329926
32 2025-09-30  53.274470   35.144023   72.130462
33 2025-10-31  54.069945   35.470937   72.566200
34 2025-11-30  54.839760   36.796728   72.664968
14:15:40 - cmdstanpy - INFO - Chain [1] start processing
14:15:41 - cmdstanpy - INFO - Chain [1] done processing
14:15:41 - cmdstanpy - INFO - Chain [1] start processing
14:15:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 605:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.151966   11.003593   52.558692
31 2025-08-31  31.810744   10.937389   51.859648
32 2025-09-30  31.480528    9.896554   50.474218
33 2025-10-31  31.139306    8.918481   52.340293
34 2025-11-30  30.809091    9.767312   51.409413
Forecast for North America and Product 606:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.433138   16.195507   59.387495
31 2025-08-31  37.349821   15.739117   61.402981
32 2025-09-30  37.269193   14.474897   60.810237
33 2025-10-31  37.185876   12.730207   59.937246
34 2025-11-30  37.105248   13.960567   60.135064
14:15:41 - cmdstanpy - INFO - Chain [1] start processing
14:15:41 - cmdstanpy - INFO - Chain [1] done processing
14:15:41 - cmdstanpy - INFO - Chain [1] start processing
14:15:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 607:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.831369   23.640737   62.180712
31 2025-08-31  43.064312   23.191344   61.090108
32 2025-09-30  43.289742   24.778422   62.620608
33 2025-10-31  43.522686   24.955265   62.987007
34 2025-11-30  43.748115   25.490338   61.658391
Forecast for North America and Product 608:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.102693   13.342078   50.839021
31 2025-08-31  31.525387   11.710134   52.355737
32 2025-09-30  30.966704   12.018248   49.397810
33 2025-10-31  30.389398   12.141912   48.947895
34 2025-11-30  29.830714   10.992304   48.488086
14:15:41 - cmdstanpy - INFO - Chain [1] start processing
14:15:41 - cmdstanpy - INFO - Chain [1] done processing
14:15:41 - cmdstanpy - INFO - Chain [1] start processing
14:15:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 609:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  16.630445    0.247800   33.686747
30 2025-08-31  15.652023   -1.858227   32.230590
31 2025-09-30  14.705163   -3.128382   30.877414
32 2025-10-31  13.726741   -3.335211   30.899608
33 2025-11-30  12.779881   -5.034231   30.844052
Forecast for North America and Product 610:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.895071   30.897003   65.112676
31 2025-08-31  48.406939   30.746417   64.260684
32 2025-09-30  48.902296   31.687790   64.262755
33 2025-10-31  49.414164   32.406768   64.224523
34 2025-11-30  49.909520   33.987909   67.209497
14:15:42 - cmdstanpy - INFO - Chain [1] start processing
14:15:42 - cmdstanpy - INFO - Chain [1] done processing
14:15:42 - cmdstanpy - INFO - Chain [1] start processing
14:15:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 611:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.352743    2.719873   43.923488
31 2025-08-31  22.323716    1.264107   43.219755
32 2025-09-30  21.327883    0.250575   42.892869
33 2025-10-31  20.298856    0.543896   42.039605
34 2025-11-30  19.303024   -0.380876   40.152065
Forecast for North America and Product 612:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.918451    0.306972   46.615881
31 2025-08-31  22.110601   -0.253957   44.455732
32 2025-09-30  21.328810   -0.848367   45.163970
33 2025-10-31  20.520959   -2.096321   43.042626
34 2025-11-30  19.739168   -3.593703   41.426788
14:15:42 - cmdstanpy - INFO - Chain [1] start processing
14:15:42 - cmdstanpy - INFO - Chain [1] done processing
14:15:42 - cmdstanpy - INFO - Chain [1] start processing
14:15:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 613:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.548056   42.727719   79.621581
31 2025-08-31  61.319147   43.915689   80.351329
32 2025-09-30  62.065364   43.017507   80.480494
33 2025-10-31  62.836455   43.803951   82.708229
34 2025-11-30  63.582672   43.730354   83.637864
Forecast for North America and Product 614:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.019282   23.292633   56.776715
31 2025-08-31  38.799297   22.324637   56.652008
32 2025-09-30  38.586409   20.947487   56.090799
33 2025-10-31  38.366424   20.764500   54.813715
34 2025-11-30  38.153536   20.678461   55.908267
14:15:42 - cmdstanpy - INFO - Chain [1] start processing
14:15:42 - cmdstanpy - INFO - Chain [1] done processing
14:15:42 - cmdstanpy - INFO - Chain [1] start processing
14:15:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 615:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.342487   -0.572223   43.024416
31 2025-08-31  20.405185   -0.144221   43.275498
32 2025-09-30  19.498118   -1.991698   40.515095
33 2025-10-31  18.560816   -4.654375   41.147743
34 2025-11-30  17.653750   -3.732918   39.209310
Forecast for North America and Product 616:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.276794   20.178022   59.312960
31 2025-08-31  39.396345   19.898878   59.709010
32 2025-09-30  39.512041   18.625342   59.195973
33 2025-10-31  39.631592   20.084389   59.064231
34 2025-11-30  39.747287   19.924977   59.392149
14:15:43 - cmdstanpy - INFO - Chain [1] start processing
14:15:43 - cmdstanpy - INFO - Chain [1] done processing
14:15:43 - cmdstanpy - INFO - Chain [1] start processing
14:15:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 617:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.170016   24.226261   57.605074
31 2025-08-31  41.193262   23.115604   57.405769
32 2025-09-30  41.215759   25.930915   59.054559
33 2025-10-31  41.239006   24.076349   56.905512
34 2025-11-30  41.261502   24.206692   58.039616
Forecast for North America and Product 618:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.857232   10.307584   47.118403
31 2025-08-31  27.222862    9.382314   45.460457
32 2025-09-30  26.608956    8.152369   45.614718
33 2025-10-31  25.974586    8.170615   44.385679
34 2025-11-30  25.360680    7.001474   43.020430
14:15:43 - cmdstanpy - INFO - Chain [1] start processing
14:15:43 - cmdstanpy - INFO - Chain [1] done processing
14:15:43 - cmdstanpy - INFO - Chain [1] start processing
14:15:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 619:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.015475   27.678610   68.838823
31 2025-08-31  49.481238   29.226528   68.754482
32 2025-09-30  49.931976   28.555100   70.316320
33 2025-10-31  50.397738   30.118291   71.597414
34 2025-11-30  50.848476   31.687753   70.690438
Forecast for North America and Product 620:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.629914    2.466838   46.162959
31 2025-08-31  22.894884    2.195789   43.461110
32 2025-09-30  22.183565    1.809153   43.481487
33 2025-10-31  21.448535    1.271720   42.209798
34 2025-11-30  20.737216    1.927171   41.496114
14:15:44 - cmdstanpy - INFO - Chain [1] start processing
14:15:44 - cmdstanpy - INFO - Chain [1] done processing
14:15:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 621:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.477625   11.515318   35.512728
31 2025-08-31  22.759094   10.174693   36.284636
32 2025-09-30  22.063741    9.540913   35.063911
33 2025-10-31  21.345209    8.997436   34.516365
34 2025-11-30  20.649857    7.500747   33.270608
14:15:44 - cmdstanpy - INFO - Chain [1] done processing
14:15:44 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 622:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.715075    8.403894   48.505650
31 2025-08-31  28.259679    6.082215   49.746447
32 2025-09-30  27.818972    6.889746   48.211225
33 2025-10-31  27.363575    4.849780   48.586238
34 2025-11-30  26.922868    6.631663   46.345619
14:15:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 623:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.095100   23.860220   57.933151
31 2025-08-31  42.293831   26.928071   58.887566
32 2025-09-30  42.486152   25.968086   58.641733
33 2025-10-31  42.684883   25.685337   59.387149
34 2025-11-30  42.877204   26.335132   59.470847
14:15:45 - cmdstanpy - INFO - Chain [1] start processing
14:15:45 - cmdstanpy - INFO - Chain [1] done processing
14:15:45 - cmdstanpy - INFO - Chain [1] start processing
14:15:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 624:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.450359   12.514844   53.491947
31 2025-08-31  32.768855   11.771075   50.939016
32 2025-09-30  32.109335   11.159798   51.862008
33 2025-10-31  31.427831   10.679504   52.511134
34 2025-11-30  30.768311   10.664402   49.902811
Forecast for North America and Product 625:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.076989    8.272263   49.530637
31 2025-08-31  28.228470    8.159963   47.887281
32 2025-09-30  27.407323    7.868390   48.518471
33 2025-10-31  26.558804    8.643549   46.457817
34 2025-11-30  25.737657    4.571672   45.928698
14:15:45 - cmdstanpy - INFO - Chain [1] start processing
14:15:45 - cmdstanpy - INFO - Chain [1] done processing
14:15:45 - cmdstanpy - INFO - Chain [1] start processing
14:15:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 626:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.195199   24.536660   71.418220
31 2025-08-31  47.500493   22.847013   70.100764
32 2025-09-30  47.795939   23.677460   70.801187
33 2025-10-31  48.101234   25.559491   71.805606
34 2025-11-30  48.396680   24.368202   72.390326
Forecast for North America and Product 627:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.524265   19.466254   57.113631
31 2025-08-31  36.603371   17.506826   55.384841
32 2025-09-30  36.679926   17.678983   54.978633
33 2025-10-31  36.759033   17.295962   54.862444
34 2025-11-30  36.835588   18.329750   55.148299
14:15:46 - cmdstanpy - INFO - Chain [1] start processing
14:15:46 - cmdstanpy - INFO - Chain [1] done processing
14:15:46 - cmdstanpy - INFO - Chain [1] start processing
14:15:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 628:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.173365   16.974221   58.578330
31 2025-08-31  37.209515   17.565743   57.650739
32 2025-09-30  37.244498   17.279156   55.806354
33 2025-10-31  37.280648   18.607017   56.262494
34 2025-11-30  37.315631   18.653123   56.543504
Forecast for North America and Product 629:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.537039    4.397239   44.463748
31 2025-08-31  23.767635    3.254091   42.302815
32 2025-09-30  23.023050    3.309234   42.986897
33 2025-10-31  22.253646    2.199632   42.453927
34 2025-11-30  21.509061    2.034358   42.690738
14:15:46 - cmdstanpy - INFO - Chain [1] start processing
14:15:46 - cmdstanpy - INFO - Chain [1] done processing
14:15:46 - cmdstanpy - INFO - Chain [1] start processing
14:15:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 630:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.172230   51.666843   74.220053
31 2025-08-31  63.120606   51.905732   75.106278
32 2025-09-30  64.038390   52.087410   76.834790
33 2025-10-31  64.986766   52.672855   76.801476
34 2025-11-30  65.904549   54.368192   78.453051
Forecast for North America and Product 631:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.204182   14.121479   53.882170
31 2025-08-31  33.019755   13.049272   54.315080
32 2025-09-30  32.841276   14.946069   52.610144
33 2025-10-31  32.656849   13.448938   52.667713
34 2025-11-30  32.478371   12.005124   53.535899
14:15:46 - cmdstanpy - INFO - Chain [1] start processing
14:15:46 - cmdstanpy - INFO - Chain [1] done processing
14:15:47 - cmdstanpy - INFO - Chain [1] start processing
14:15:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 632:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.023489   30.489841   66.181662
31 2025-08-31  49.539819   31.189041   68.092675
32 2025-09-30  50.039493   32.057534   68.006601
33 2025-10-31  50.555823   30.929767   68.806072
34 2025-11-30  51.055497   31.424433   68.277697
Forecast for North America and Product 633:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.991485    7.477458   52.275049
31 2025-08-31  29.319610    7.280662   51.403267
32 2025-09-30  28.669409    7.142223   49.692502
33 2025-10-31  27.997534    6.298175   49.758213
34 2025-11-30  27.347333    6.411591   49.935189
14:15:47 - cmdstanpy - INFO - Chain [1] start processing
14:15:47 - cmdstanpy - INFO - Chain [1] done processing
14:15:47 - cmdstanpy - INFO - Chain [1] start processing
14:15:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 634:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.682605   11.233623   39.076533
31 2025-08-31  25.058411   10.960619   38.102458
32 2025-09-30  24.454351   10.839483   38.267635
33 2025-10-31  23.830156    9.516453   36.654500
34 2025-11-30  23.226097    9.045784   36.768826
Forecast for North America and Product 635:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.846568   20.810465   64.937031
31 2025-08-31  42.882939   21.543164   65.866478
32 2025-09-30  42.918137   20.143115   64.887729
33 2025-10-31  42.954508   20.247683   65.676127
34 2025-11-30  42.989705   21.004477   65.344022
14:15:47 - cmdstanpy - INFO - Chain [1] start processing
14:15:47 - cmdstanpy - INFO - Chain [1] done processing
14:15:47 - cmdstanpy - INFO - Chain [1] start processing
14:15:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 636:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.705975   24.572006   68.414128
31 2025-08-31  46.957778   23.563506   68.225776
32 2025-09-30  47.201458   26.035987   68.646078
33 2025-10-31  47.453260   24.443666   67.780629
34 2025-11-30  47.696940   25.826574   69.842123
Forecast for North America and Product 637:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.479955    5.883862   40.484092
31 2025-08-31  21.987538    6.272666   38.339441
32 2025-09-30  21.511005    4.945381   37.885797
33 2025-10-31  21.018588    5.679410   36.946775
34 2025-11-30  20.542055    5.449769   37.769099
14:15:47 - cmdstanpy - INFO - Chain [1] start processing
14:15:48 - cmdstanpy - INFO - Chain [1] done processing
14:15:48 - cmdstanpy - INFO - Chain [1] start processing
14:15:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 638:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.952043   14.656784   42.323009
31 2025-08-31  27.246347   13.007353   40.364042
32 2025-09-30  26.563416   12.086044   40.044490
33 2025-10-31  25.857720   12.220791   39.222623
34 2025-11-30  25.174789   10.403690   39.314828
Forecast for North America and Product 639:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.733085   23.478694   58.892809
31 2025-08-31  40.884868   21.375372   57.616373
32 2025-09-30  41.031755   22.717079   60.707126
33 2025-10-31  41.183538   24.444358   59.915175
34 2025-11-30  41.330425   23.835013   57.900162
14:15:48 - cmdstanpy - INFO - Chain [1] start processing
14:15:48 - cmdstanpy - INFO - Chain [1] done processing
14:15:48 - cmdstanpy - INFO - Chain [1] start processing
14:15:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 640:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.694585   29.830224   56.037820
31 2025-08-31  43.144640   30.062756   55.888868
32 2025-09-30  43.580177   30.999203   57.337438
33 2025-10-31  44.030231   30.845067   56.315904
34 2025-11-30  44.465768   32.019502   56.907512
Forecast for North America and Product 641:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.744707   19.772787   63.573481
31 2025-08-31  42.805799   19.519600   65.317110
32 2025-09-30  42.864922   19.708045   66.437188
33 2025-10-31  42.926014   19.600576   65.572591
34 2025-11-30  42.985136   20.278960   65.725328
14:15:48 - cmdstanpy - INFO - Chain [1] start processing
14:15:48 - cmdstanpy - INFO - Chain [1] done processing
14:15:48 - cmdstanpy - INFO - Chain [1] start processing
14:15:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 642:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.134216   22.688184   59.292954
31 2025-08-31  40.086362   22.864021   60.132078
32 2025-09-30  40.040051   20.971731   58.585092
33 2025-10-31  39.992197   20.639379   59.521039
34 2025-11-30  39.945887   21.483080   59.689877
Forecast for North America and Product 643:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.334505   22.055382   54.660425
31 2025-08-31  39.240126   22.786877   55.254304
32 2025-09-30  39.148791   22.463498   55.908972
33 2025-10-31  39.054411   23.032908   55.252631
34 2025-11-30  38.963076   23.359775   55.694208
14:15:49 - cmdstanpy - INFO - Chain [1] start processing
14:15:49 - cmdstanpy - INFO - Chain [1] done processing
14:15:49 - cmdstanpy - INFO - Chain [1] start processing
14:15:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 644:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.565095    8.963662   53.592040
31 2025-08-31  31.072327    8.984730   51.103148
32 2025-09-30  30.595456    8.154966   52.363313
33 2025-10-31  30.102688    8.242299   51.043972
34 2025-11-30  29.625817    7.858907   50.523269
Forecast for North America and Product 645:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.777490   31.334078   77.868910
31 2025-08-31  55.436362   31.881650   77.239415
32 2025-09-30  56.073979   34.319701   77.971750
33 2025-10-31  56.732850   32.990241   78.872989
34 2025-11-30  57.370468   32.808437   79.094072
14:15:49 - cmdstanpy - INFO - Chain [1] start processing
14:15:49 - cmdstanpy - INFO - Chain [1] done processing
14:15:49 - cmdstanpy - INFO - Chain [1] start processing
14:15:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 646:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.800806   18.303600   56.559197
31 2025-08-31  37.673108   17.315756   57.774087
32 2025-09-30  37.549529   18.788146   56.782144
33 2025-10-31  37.421831   16.574394   55.852655
34 2025-11-30  37.298252   18.219124   55.547149
Forecast for North America and Product 647:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.030948   14.641466   60.226076
31 2025-08-31  36.871235   14.556988   59.529318
32 2025-09-30  36.716674   14.909705   58.121291
33 2025-10-31  36.556961   14.353497   58.275528
34 2025-11-30  36.402399   11.769015   60.388763
14:15:49 - cmdstanpy - INFO - Chain [1] start processing
14:15:49 - cmdstanpy - INFO - Chain [1] done processing
14:15:50 - cmdstanpy - INFO - Chain [1] start processing
14:15:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 648:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.465083   17.821686   62.085401
31 2025-08-31  40.317713   17.796415   62.182965
32 2025-09-30  40.175097   18.284115   63.217003
33 2025-10-31  40.027727   18.430086   60.327425
34 2025-11-30  39.885111   18.207344   61.110770
14:15:50 - cmdstanpy - INFO - Chain [1] start processing
14:15:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 649:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.124466   11.217235   43.792909
31 2025-08-31  27.672664   11.199610   43.663339
32 2025-09-30  27.235437   11.203150   43.503339
33 2025-10-31  26.783636   11.070839   42.662217
34 2025-11-30  26.346409    9.872243   41.597790
Forecast for North America and Product 650:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.740004   12.968365   51.864930
31 2025-08-31  32.606387   12.619633   52.601821
32 2025-09-30  32.477081   13.315584   52.111363
33 2025-10-31  32.343465   11.203019   52.123987
34 2025-11-30  32.214159   12.510332   52.461026
14:15:50 - cmdstanpy - INFO - Chain [1] start processing
14:15:50 - cmdstanpy - INFO - Chain [1] done processing
14:15:50 - cmdstanpy - INFO - Chain [1] start processing
14:15:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 651:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.229700   33.731598   68.572487
31 2025-08-31  51.827200   36.166371   67.226250
32 2025-09-30  52.405425   35.760892   69.327048
33 2025-10-31  53.002924   36.909503   70.538639
34 2025-11-30  53.581150   37.616488   71.179463
Forecast for North America and Product 652:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.701169   15.364629   45.260149
31 2025-08-31  29.034265   14.806747   44.501260
32 2025-09-30  28.388874   12.534353   43.472446
33 2025-10-31  27.721969   12.239817   42.822854
34 2025-11-30  27.076578   10.836039   42.288725
14:15:50 - cmdstanpy - INFO - Chain [1] start processing
14:15:50 - cmdstanpy - INFO - Chain [1] done processing
14:15:50 - cmdstanpy - INFO - Chain [1] start processing
14:15:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 653:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.890946   20.636960   67.450955
31 2025-08-31  45.150103   22.392640   68.560302
32 2025-09-30  45.400900   22.339310   69.291133
33 2025-10-31  45.660057   21.727523   68.763806
34 2025-11-30  45.910855   21.859452   69.666552
Forecast for North America and Product 654:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.192742   24.355433   62.694420
31 2025-08-31  43.561987   25.239668   63.429084
32 2025-09-30  43.919321   24.710067   62.435190
33 2025-10-31  44.288566   25.221692   62.896612
34 2025-11-30  44.645899   26.998757   63.629118
14:15:51 - cmdstanpy - INFO - Chain [1] start processing
14:15:51 - cmdstanpy - INFO - Chain [1] done processing
14:15:51 - cmdstanpy - INFO - Chain [1] start processing
14:15:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 655:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.728211   24.715600   68.395020
31 2025-08-31  46.021397   26.096744   68.289894
32 2025-09-30  46.305124   23.850091   68.044889
33 2025-10-31  46.598309   24.612401   68.509088
34 2025-11-30  46.882037   25.049906   69.341509
Forecast for North America and Product 656:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.217370   28.001501   60.104038
31 2025-08-31  44.424200   28.703997   61.057550
32 2025-09-30  44.624358   27.668437   60.916010
33 2025-10-31  44.831188   28.994359   61.951605
34 2025-11-30  45.031346   28.305075   60.837917
14:15:51 - cmdstanpy - INFO - Chain [1] start processing
14:15:51 - cmdstanpy - INFO - Chain [1] done processing
14:15:51 - cmdstanpy - INFO - Chain [1] start processing
14:15:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 657:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.915506   17.266905   51.162918
31 2025-08-31  34.533606   18.938793   52.108945
32 2025-09-30  34.164024   17.845779   52.426678
33 2025-10-31  33.782123   17.158945   50.329556
34 2025-11-30  33.412542   16.110930   51.462040
Forecast for North America and Product 658:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.522918   16.322169   54.871688
31 2025-08-31  35.441822   15.105659   54.068359
32 2025-09-30  35.363342   16.758251   55.080259
33 2025-10-31  35.282247   16.128128   54.702636
34 2025-11-30  35.203767   16.829280   54.359348
14:15:51 - cmdstanpy - INFO - Chain [1] start processing
14:15:51 - cmdstanpy - INFO - Chain [1] done processing
14:15:52 - cmdstanpy - INFO - Chain [1] start processing
14:15:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 659:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.874668   35.146219   75.268671
31 2025-08-31  55.550746   34.024279   76.692829
32 2025-09-30  56.205016   34.861009   76.114114
33 2025-10-31  56.881094   36.946065   77.839381
34 2025-11-30  57.535364   37.861775   77.170629
Forecast for North America and Product 660:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.491169   16.647682   65.859079
31 2025-08-31  41.412238   17.346707   66.817027
32 2025-09-30  41.335854   16.620353   65.368596
33 2025-10-31  41.256923   15.812137   67.137524
34 2025-11-30  41.180538   18.401791   63.922387
14:15:52 - cmdstanpy - INFO - Chain [1] start processing
14:15:52 - cmdstanpy - INFO - Chain [1] done processing
14:15:52 - cmdstanpy - INFO - Chain [1] start processing
14:15:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 661:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.552324   32.410869   67.481268
31 2025-08-31  49.977137   30.836198   68.623311
32 2025-09-30  50.388247   34.223360   69.969257
33 2025-10-31  50.813060   33.124204   69.084105
34 2025-11-30  51.224169   34.978725   68.022967
Forecast for North America and Product 662:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.295137   16.277365   58.929052
31 2025-08-31  38.162874   17.384638   57.848535
32 2025-09-30  38.034878   17.197203   59.200792
33 2025-10-31  37.902615   17.657956   57.050759
34 2025-11-30  37.774618   17.279192   56.574627
14:15:52 - cmdstanpy - INFO - Chain [1] start processing
14:15:52 - cmdstanpy - INFO - Chain [1] done processing
14:15:52 - cmdstanpy - INFO - Chain [1] start processing
14:15:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 663:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.903084   19.567917   60.170059
31 2025-08-31  38.529870   17.683746   58.349628
32 2025-09-30  38.168695   16.952028   58.683705
33 2025-10-31  37.795480   16.628898   57.887255
34 2025-11-30  37.434305   17.697539   58.772355
Forecast for North America and Product 664:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.513963    7.448777   54.873374
31 2025-08-31  32.171231    6.839145   55.003855
32 2025-09-30  31.839555    8.780994   56.180918
33 2025-10-31  31.496824    7.359030   55.177374
34 2025-11-30  31.165148    7.268564   53.332756
14:15:52 - cmdstanpy - INFO - Chain [1] start processing
14:15:53 - cmdstanpy - INFO - Chain [1] done processing
14:15:53 - cmdstanpy - INFO - Chain [1] start processing
14:15:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 665:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.926761   21.179541   52.429311
31 2025-08-31  37.123024   20.312008   51.287169
32 2025-09-30  37.312956   22.125672   53.310672
33 2025-10-31  37.509218   22.759313   53.127055
34 2025-11-30  37.699150   21.481441   52.792250
Forecast for North America and Product 666:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.182466   18.513471   53.220688
31 2025-08-31  36.280488   18.623890   54.161659
32 2025-09-30  36.375348   19.032483   56.455811
33 2025-10-31  36.473371   18.760000   56.115468
34 2025-11-30  36.568231   18.631931   54.980602
14:15:53 - cmdstanpy - INFO - Chain [1] start processing
14:15:53 - cmdstanpy - INFO - Chain [1] done processing
14:15:53 - cmdstanpy - INFO - Chain [1] start processing
14:15:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 667:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.285180    2.183359   47.541370
31 2025-08-31  24.240822    1.745327   45.417371
32 2025-09-30  23.230153    0.000827   45.236420
33 2025-10-31  22.185795   -0.266906   44.686182
34 2025-11-30  21.175126   -2.469883   44.638120
Forecast for North America and Product 668:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.859676   20.034601   62.660012
31 2025-08-31  40.982718   18.636826   61.663381
32 2025-09-30  41.101791   21.588000   62.318360
33 2025-10-31  41.224833   19.504333   62.846165
34 2025-11-30  41.343906   21.812297   63.669137
14:15:53 - cmdstanpy - INFO - Chain [1] start processing
14:15:53 - cmdstanpy - INFO - Chain [1] done processing
14:15:53 - cmdstanpy - INFO - Chain [1] start processing
14:15:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 669:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.711255   40.066820   74.286829
31 2025-08-31  57.162122   40.919100   74.426259
32 2025-09-30  57.598445   39.992810   74.474012
33 2025-10-31  58.049312   40.924458   76.528045
34 2025-11-30  58.485635   41.042641   74.839004
Forecast for North America and Product 670:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.992400   20.091652   57.819509
31 2025-08-31  38.898454   20.703925   56.706363
32 2025-09-30  38.807538   21.308528   57.322048
33 2025-10-31  38.713592   21.600727   57.344345
34 2025-11-30  38.622676   20.150186   57.104367
14:15:54 - cmdstanpy - INFO - Chain [1] start processing
14:15:54 - cmdstanpy - INFO - Chain [1] done processing
14:15:54 - cmdstanpy - INFO - Chain [1] start processing
14:15:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 671:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.552492   18.133781   55.166044
31 2025-08-31  36.463347   17.956027   54.149522
32 2025-09-30  36.377078   18.159604   54.608675
33 2025-10-31  36.287933   18.513296   55.166947
34 2025-11-30  36.201663   17.052922   54.577564
Forecast for North America and Product 672:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.961530   25.484706   69.717858
31 2025-08-31  47.278875   24.076682   69.735744
32 2025-09-30  47.585983   24.588529   69.440645
33 2025-10-31  47.903328   27.189989   69.639721
34 2025-11-30  48.210436   24.627565   71.497473
14:15:54 - cmdstanpy - INFO - Chain [1] start processing
14:15:54 - cmdstanpy - INFO - Chain [1] done processing
14:15:54 - cmdstanpy - INFO - Chain [1] start processing
14:15:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 673:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.850083   19.844836   64.579536
31 2025-08-31  41.905763   20.045907   64.758037
32 2025-09-30  41.959648   20.522086   64.160030
33 2025-10-31  42.015328   20.116702   65.732788
34 2025-11-30  42.069212   18.618313   64.489967
Forecast for North America and Product 674:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.056781   17.209284   54.928469
31 2025-08-31  35.924685   16.264757   55.186590
32 2025-09-30  35.796850   16.338054   53.820364
33 2025-10-31  35.664754   16.337697   55.208743
34 2025-11-30  35.536919   16.970738   54.503929
14:15:54 - cmdstanpy - INFO - Chain [1] start processing
14:15:54 - cmdstanpy - INFO - Chain [1] done processing
14:15:54 - cmdstanpy - INFO - Chain [1] start processing
14:15:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 675:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.863539   16.271386   46.869157
31 2025-08-31  30.474853   13.210948   46.835644
32 2025-09-30  30.098705   13.245001   45.526537
33 2025-10-31  29.710019   15.213950   45.813816
34 2025-11-30  29.333871   13.834570   45.514206
Forecast for North America and Product 676:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.810802   30.231574   80.706708
31 2025-08-31  55.653741   29.776606   82.537410
32 2025-09-30  56.469489   32.706160   80.048454
33 2025-10-31  57.312428   31.549858   80.598307
34 2025-11-30  58.128176   32.406680   81.505498
14:15:55 - cmdstanpy - INFO - Chain [1] start processing
14:15:55 - cmdstanpy - INFO - Chain [1] done processing
14:15:55 - cmdstanpy - INFO - Chain [1] start processing
14:15:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 677:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.561483   12.791038   47.385609
31 2025-08-31  30.340895   13.060379   48.890811
32 2025-09-30  30.127422   13.347530   47.513318
33 2025-10-31  29.906833   12.758820   46.404896
34 2025-11-30  29.693361   12.938543   47.862909
Forecast for North America and Product 678:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.155732   12.443911   62.767710
31 2025-08-31  36.992041   11.964453   61.796901
32 2025-09-30  36.833629   10.385184   62.591567
33 2025-10-31  36.669938   12.652795   62.275241
34 2025-11-30  36.511527    9.370687   62.557191
14:15:55 - cmdstanpy - INFO - Chain [1] start processing
14:15:55 - cmdstanpy - INFO - Chain [1] done processing
14:15:55 - cmdstanpy - INFO - Chain [1] start processing
14:15:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 679:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.776554   17.806403   60.628144
31 2025-08-31  39.503518   17.745708   60.755142
32 2025-09-30  39.239289   19.590417   59.908878
33 2025-10-31  38.966252   18.699694   60.170883
34 2025-11-30  38.702023   19.354272   59.135937
Forecast for North America and Product 680:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.756684    0.522725   39.986284
31 2025-08-31  20.699879    0.102892   39.219634
32 2025-09-30  19.677164   -0.986711   40.801478
33 2025-10-31  18.620359   -2.155909   36.961014
34 2025-11-30  17.597644   -2.061288   37.338808
14:15:55 - cmdstanpy - INFO - Chain [1] start processing
14:15:55 - cmdstanpy - INFO - Chain [1] done processing
14:15:56 - cmdstanpy - INFO - Chain [1] start processing
14:15:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 681:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.196902   17.478044   70.411853
31 2025-08-31  44.347072   19.821575   69.059375
32 2025-09-30  44.492397   18.982530   70.306374
33 2025-10-31  44.642566   18.613675   70.093444
34 2025-11-30  44.787891   18.321671   69.711034
Forecast for North America and Product 682:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.076754   25.827141   60.508896
31 2025-08-31  43.127097   24.925819   61.727295
32 2025-09-30  43.175816   25.433810   61.303614
33 2025-10-31  43.226160   25.254260   61.831651
34 2025-11-30  43.274879   23.932688   61.802842
14:15:56 - cmdstanpy - INFO - Chain [1] start processing
14:15:56 - cmdstanpy - INFO - Chain [1] done processing
14:15:56 - cmdstanpy - INFO - Chain [1] start processing
14:15:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 683:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.714465   17.683984   54.818501
31 2025-08-31  36.451192   18.452435   55.706120
32 2025-09-30  36.196412   17.361539   54.083759
33 2025-10-31  35.933139   16.969053   55.123672
34 2025-11-30  35.678359   16.448956   56.401808
Forecast for North America and Product 684:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.677735   31.039867   61.340585
31 2025-08-31  47.050554   31.812967   63.270013
32 2025-09-30  47.411347   31.430750   62.920098
33 2025-10-31  47.784166   31.473626   62.924227
34 2025-11-30  48.144959   32.585545   64.367212
14:15:56 - cmdstanpy - INFO - Chain [1] start processing
14:15:56 - cmdstanpy - INFO - Chain [1] done processing
14:15:56 - cmdstanpy - INFO - Chain [1] start processing
14:15:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 685:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.510232   29.315335   60.399430
31 2025-08-31  45.770730   30.878196   62.437591
32 2025-09-30  46.022825   29.601592   61.004919
33 2025-10-31  46.283323   29.588549   61.646894
34 2025-11-30  46.535417   30.748981   61.871304
Forecast for North America and Product 686:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.970182   34.847422   69.670425
31 2025-08-31  52.603336   34.336978   70.630076
32 2025-09-30  53.216066   35.271737   69.905837
33 2025-10-31  53.849220   37.304083   71.376839
34 2025-11-30  54.461950   37.341473   72.290477
14:15:56 - cmdstanpy - INFO - Chain [1] start processing
14:15:56 - cmdstanpy - INFO - Chain [1] done processing
14:15:57 - cmdstanpy - INFO - Chain [1] start processing
14:15:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 687:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.122425    8.309021   54.694697
31 2025-08-31  31.569797    9.207284   55.130910
32 2025-09-30  31.034995    8.601524   53.670169
33 2025-10-31  30.482367    9.428501   54.177548
34 2025-11-30  29.947565    7.084974   54.958263
Forecast for North America and Product 688:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.796489   13.781637   53.515966
31 2025-08-31  33.538395   13.115305   53.884274
32 2025-09-30  33.288626   14.278694   53.593211
33 2025-10-31  33.030531   12.045644   53.891983
34 2025-11-30  32.780762   13.104466   52.491793
14:15:57 - cmdstanpy - INFO - Chain [1] start processing
14:15:57 - cmdstanpy - INFO - Chain [1] done processing
14:15:57 - cmdstanpy - INFO - Chain [1] start processing
14:15:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 689:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.558148    1.108317   40.040495
31 2025-08-31  19.722385   -0.995931   40.039735
32 2025-09-30  18.913581   -0.596259   39.912358
33 2025-10-31  18.077818   -2.253817   38.643609
34 2025-11-30  17.269015   -3.171297   37.417760
Forecast for North America and Product 690:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.604435   31.620255   70.095595
31 2025-08-31  50.977393   32.442960   69.986189
32 2025-09-30  51.338321   32.958442   70.212615
33 2025-10-31  51.711279   33.956901   70.944540
34 2025-11-30  52.072206   32.318241   70.930658
14:15:57 - cmdstanpy - INFO - Chain [1] start processing
14:15:57 - cmdstanpy - INFO - Chain [1] done processing
14:15:57 - cmdstanpy - INFO - Chain [1] start processing
14:15:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 691:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.132327   18.849562   53.664102
31 2025-08-31  36.123803   18.801672   52.666284
32 2025-09-30  36.115554   20.048035   52.256636
33 2025-10-31  36.107030   19.128362   53.375229
34 2025-11-30  36.098781   19.179845   54.304657
Forecast for North America and Product 692:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.384244   20.049754   53.954764
31 2025-08-31  37.125438   21.334693   54.085960
32 2025-09-30  36.874981   21.300601   53.452128
33 2025-10-31  36.616176   20.387760   53.385061
34 2025-11-30  36.365719   20.284212   53.312691
14:15:58 - cmdstanpy - INFO - Chain [1] start processing
14:15:58 - cmdstanpy - INFO - Chain [1] done processing
14:15:58 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 693:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.868070    2.550537   50.085377
31 2025-08-31  26.243660    3.418825   49.417303
32 2025-09-30  25.639393    0.511753   47.589845
33 2025-10-31  25.014983    1.821698   48.541806
34 2025-11-30  24.410715    0.709484   49.322003
14:15:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 694:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.317059   22.919000   72.163902
31 2025-08-31  47.617303   21.935310   72.669610
32 2025-09-30  47.907861   20.669747   70.956797
33 2025-10-31  48.208105   24.248115   73.644092
34 2025-11-30  48.498663   23.029679   69.553643
14:15:58 - cmdstanpy - INFO - Chain [1] start processing
14:15:58 - cmdstanpy - INFO - Chain [1] done processing
14:15:59 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 695:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.755660   -2.709391   35.025195
31 2025-08-31  14.401862   -2.133561   32.291981
32 2025-09-30  13.091735   -4.516430   28.949844
33 2025-10-31  11.737937   -6.306575   30.888564
34 2025-11-30  10.427810   -7.546743   28.369630
14:15:59 - cmdstanpy - INFO - Chain [1] done processing
14:15:59 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 696:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.948968   16.642160   71.079778
31 2025-08-31  43.892349   15.912208   71.072288
32 2025-09-30  43.837556   15.438952   71.709531
33 2025-10-31  43.780936   14.521973   69.420824
34 2025-11-30  43.726143   17.417901   70.641256
14:15:59 - cmdstanpy - INFO - Chain [1] done processing
14:15:59 - cmdstanpy - INFO - Chain [1] start processing
14:15:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 697:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.183044   39.814831   70.720015
31 2025-08-31  55.855467   40.147541   73.195992
32 2025-09-30  56.506199   40.920564   73.119484
33 2025-10-31  57.178622   41.480476   73.102567
34 2025-11-30  57.829354   41.934712   73.589912
Forecast for North America and Product 698:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.106038   40.662181   77.110324
31 2025-08-31  58.834208   40.980585   77.724930
32 2025-09-30  59.538889   40.816341   75.838077
33 2025-10-31  60.267059   40.339505   77.700172
34 2025-11-30  60.971739   41.999801   80.709865
14:15:59 - cmdstanpy - INFO - Chain [1] start processing
14:15:59 - cmdstanpy - INFO - Chain [1] done processing
14:15:59 - cmdstanpy - INFO - Chain [1] start processing
14:16:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 699:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.908764   11.124510   66.797260
31 2025-08-31  39.383259   11.803424   67.157382
32 2025-09-30  38.874706   11.954524   65.841423
33 2025-10-31  38.349201   12.389372   66.417898
34 2025-11-30  37.840648   12.108417   62.282191
Forecast for North America and Product 700:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.653815   16.278895   58.079480
31 2025-08-31  36.647018   16.870261   55.973817
32 2025-09-30  36.640440   16.417120   58.119971
33 2025-10-31  36.633643   16.170233   58.160378
34 2025-11-30  36.627066   16.316765   56.772547
14:16:00 - cmdstanpy - INFO - Chain [1] start processing
14:16:00 - cmdstanpy - INFO - Chain [1] done processing
14:16:00 - cmdstanpy - INFO - Chain [1] start processing
14:16:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 701:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.634573   14.018149   48.020872
31 2025-08-31  31.465410   14.650270   49.324474
32 2025-09-30  31.301703   13.446645   49.583991
33 2025-10-31  31.132540   13.444543   48.008857
34 2025-11-30  30.968834   13.394589   47.358754
Forecast for North America and Product 702:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.490431   19.908706   51.268588
31 2025-08-31  36.612854   20.380542   53.494300
32 2025-09-30  36.731329   20.167581   53.308176
33 2025-10-31  36.853753   19.826129   52.301440
34 2025-11-30  36.972228   20.593493   53.853507
14:16:00 - cmdstanpy - INFO - Chain [1] start processing
14:16:00 - cmdstanpy - INFO - Chain [1] done processing
14:16:00 - cmdstanpy - INFO - Chain [1] start processing
14:16:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 703:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.312009    5.029788   43.996561
31 2025-08-31  23.446904    5.563458   42.104013
32 2025-09-30  22.609705    4.620557   42.486402
33 2025-10-31  21.744600    2.965848   40.012425
34 2025-11-30  20.907401    1.649254   38.760948
Forecast for North America and Product 704:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.862606   31.013061   75.640527
31 2025-08-31  54.507879   32.876469   76.443051
32 2025-09-30  55.132337   33.350337   80.067085
33 2025-10-31  55.777610   34.247056   78.684373
34 2025-11-30  56.402067   33.207764   78.072970
14:16:00 - cmdstanpy - INFO - Chain [1] start processing
14:16:00 - cmdstanpy - INFO - Chain [1] done processing
14:16:01 - cmdstanpy - INFO - Chain [1] start processing
14:16:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 705:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.779286   23.412814   44.959322
31 2025-08-31  33.306143   22.410471   43.954013
32 2025-09-30  32.848262   22.232015   43.618444
33 2025-10-31  32.375119   20.687673   43.127891
34 2025-11-30  31.917238   21.076938   42.349210
Forecast for North America and Product 706:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  11.839291  -11.654885   35.983289
31 2025-08-31  10.026449  -13.160235   31.629555
32 2025-09-30   8.272086  -13.615390   32.424871
33 2025-10-31   6.459244  -16.281923   29.605156
34 2025-11-30   4.704881  -18.370457   26.583650
14:16:01 - cmdstanpy - INFO - Chain [1] start processing
14:16:01 - cmdstanpy - INFO - Chain [1] done processing
14:16:01 - cmdstanpy - INFO - Chain [1] start processing
14:16:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 707:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.110276   18.020934   50.730441
31 2025-08-31  34.982724   18.118993   51.101050
32 2025-09-30  34.859287   18.830123   51.884572
33 2025-10-31  34.731735   18.707154   51.484929
34 2025-11-30  34.608298   18.231240   50.845639
Forecast for North America and Product 708:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.379929   23.116452   55.370017
31 2025-08-31  39.261535   23.683003   56.917339
32 2025-09-30  39.146961   23.131149   56.499606
33 2025-10-31  39.028568   24.110029   55.924092
34 2025-11-30  38.913994   23.073582   54.712805
14:16:01 - cmdstanpy - INFO - Chain [1] start processing
14:16:01 - cmdstanpy - INFO - Chain [1] done processing
14:16:01 - cmdstanpy - INFO - Chain [1] start processing
14:16:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 709:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.541236   12.441230   48.929772
31 2025-08-31  30.387792   11.113126   48.954639
32 2025-09-30  30.239297   11.898915   48.954247
33 2025-10-31  30.085853   11.681104   48.412675
34 2025-11-30  29.937358   12.271466   48.861707
Forecast for North America and Product 710:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.040467   27.284085   60.447313
31 2025-08-31  43.162163   26.977448   59.775790
32 2025-09-30  43.279934   26.765093   60.349899
33 2025-10-31  43.401630   25.702096   59.574724
34 2025-11-30  43.519400   27.147437   59.848686
14:16:01 - cmdstanpy - INFO - Chain [1] start processing
14:16:02 - cmdstanpy - INFO - Chain [1] done processing
14:16:02 - cmdstanpy - INFO - Chain [1] start processing
14:16:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 711:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.674025   20.878045   54.882453
31 2025-08-31  38.777460   22.882720   54.894611
32 2025-09-30  38.877559   21.710575   54.244424
33 2025-10-31  38.980994   22.093653   53.989845
34 2025-11-30  39.081092   23.564422   55.061425
Forecast for North America and Product 712:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.885812   40.324922   77.825225
31 2025-08-31  60.980519   41.248063   80.013345
32 2025-09-30  62.039912   42.317909   81.070093
33 2025-10-31  63.134619   44.842700   82.697429
34 2025-11-30  64.194013   44.827144   83.452441
14:16:02 - cmdstanpy - INFO - Chain [1] start processing
14:16:02 - cmdstanpy - INFO - Chain [1] done processing
14:16:02 - cmdstanpy - INFO - Chain [1] start processing
14:16:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 713:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.717347   12.141039   56.947894
31 2025-08-31  34.128744   12.087697   56.478021
32 2025-09-30  33.559128   11.227980   55.348516
33 2025-10-31  32.970524   10.379364   54.777713
34 2025-11-30  32.400908   10.886002   56.012085
Forecast for North America and Product 714:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.252427    9.657568   53.024301
31 2025-08-31  29.813193    8.042930   50.689745
32 2025-09-30  29.388128    7.416406   51.270020
33 2025-10-31  28.948895    7.288843   51.017865
34 2025-11-30  28.523830    7.190339   49.523603
14:16:02 - cmdstanpy - INFO - Chain [1] start processing
14:16:02 - cmdstanpy - INFO - Chain [1] done processing
14:16:02 - cmdstanpy - INFO - Chain [1] start processing
14:16:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 715:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.111005   11.815212   47.134593
31 2025-08-31  29.557208   11.753904   47.348441
32 2025-09-30  29.021276   12.249983   46.626439
33 2025-10-31  28.467479   12.130414   44.749225
34 2025-11-30  27.931547   10.612996   45.847359
Forecast for North America and Product 716:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.605487   17.656712   57.228257
31 2025-08-31  36.461950   17.439749   55.268783
32 2025-09-30  36.323043   18.507740   56.598640
33 2025-10-31  36.179505   17.528066   53.839210
34 2025-11-30  36.040598   17.741287   54.350542
14:16:03 - cmdstanpy - INFO - Chain [1] start processing
14:16:03 - cmdstanpy - INFO - Chain [1] done processing
14:16:03 - cmdstanpy - INFO - Chain [1] start processing
14:16:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 717:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.681232   11.302344   67.497726
31 2025-08-31  41.539038   15.687220   68.133883
32 2025-09-30  41.401431   16.141855   68.453498
33 2025-10-31  41.259237   14.608725   66.844037
34 2025-11-30  41.121630   11.739460   67.149830
Forecast for North America and Product 718:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.479195   -5.800723   34.050095
31 2025-08-31  13.114249   -6.202445   31.880680
32 2025-09-30  11.793334   -8.163164   33.186807
33 2025-10-31  10.428389   -9.955501   29.420783
34 2025-11-30   9.107474  -11.560644   30.101035
14:16:03 - cmdstanpy - INFO - Chain [1] start processing
14:16:03 - cmdstanpy - INFO - Chain [1] done processing
14:16:03 - cmdstanpy - INFO - Chain [1] start processing
14:16:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 719:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.915261    9.498680   50.624289
31 2025-08-31  29.334426    9.449758   52.039387
32 2025-09-30  28.772328    5.934586   48.886384
33 2025-10-31  28.191493    8.497234   49.088488
34 2025-11-30  27.629395    4.525219   48.197668
Forecast for North America and Product 720:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.828052   21.778961   54.764440
31 2025-08-31  39.072991   22.482203   56.629564
32 2025-09-30  39.310028   22.724678   56.194386
33 2025-10-31  39.554967   22.477976   56.454849
34 2025-11-30  39.792005   23.183358   57.568057
14:16:03 - cmdstanpy - INFO - Chain [1] start processing
14:16:03 - cmdstanpy - INFO - Chain [1] done processing
14:16:04 - cmdstanpy - INFO - Chain [1] start processing
14:16:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 721:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.323306   19.193329   58.421290
31 2025-08-31  38.201333   18.472860   57.661827
32 2025-09-30  38.083295   19.633486   58.486355
33 2025-10-31  37.961322   14.633979   57.415803
34 2025-11-30  37.843284   17.714808   56.496032
Forecast for North America and Product 722:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.072677   29.649146   68.406426
31 2025-08-31  49.356389   29.761015   68.765779
32 2025-09-30  49.630948   28.276777   70.200379
33 2025-10-31  49.914660   30.448193   69.311279
34 2025-11-30  50.189219   31.084147   70.606124
14:16:04 - cmdstanpy - INFO - Chain [1] start processing
14:16:04 - cmdstanpy - INFO - Chain [1] done processing
14:16:04 - cmdstanpy - INFO - Chain [1] start processing
14:16:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 723:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.282445   -6.204410   50.362097
31 2025-08-31  20.245765   -8.777201   48.860323
32 2025-09-30  19.242527   -8.089491   45.737919
33 2025-10-31  18.205847  -10.634972   45.190942
34 2025-11-30  17.202609  -11.072916   46.239431
Forecast for North America and Product 724:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.811283   24.782120   68.592601
31 2025-08-31  47.806000   23.054863   69.603285
32 2025-09-30  47.800888   25.898023   70.472159
33 2025-10-31  47.795605   24.903674   71.863741
34 2025-11-30  47.790492   26.066230   70.141644
14:16:04 - cmdstanpy - INFO - Chain [1] start processing
14:16:04 - cmdstanpy - INFO - Chain [1] done processing
14:16:04 - cmdstanpy - INFO - Chain [1] start processing
14:16:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 725:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.462109   13.027818   58.801347
31 2025-08-31  35.272428   11.342355   57.712123
32 2025-09-30  35.088865   11.062291   56.822857
33 2025-10-31  34.899183   10.566372   58.984778
34 2025-11-30  34.715620   11.727659   58.726211
Forecast for North America and Product 726:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.654385   23.907025   75.996192
31 2025-08-31  49.784098   22.171931   75.535406
32 2025-09-30  49.909627   25.055918   74.876802
33 2025-10-31  50.039340   24.966294   76.332180
34 2025-11-30  50.164869   23.761723   76.684519
14:16:04 - cmdstanpy - INFO - Chain [1] start processing
14:16:04 - cmdstanpy - INFO - Chain [1] done processing
14:16:05 - cmdstanpy - INFO - Chain [1] start processing
14:16:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 727:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.584742   18.136146   74.528422
31 2025-08-31  47.784149   19.239722   76.995171
32 2025-09-30  47.977123   21.267547   75.746896
33 2025-10-31  48.176529   21.365767   76.721930
34 2025-11-30  48.369504   18.663071   78.296677
Forecast for North America and Product 728:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.475257   21.979519   60.168788
31 2025-08-31  40.759749   21.519621   59.126676
32 2025-09-30  41.035063   22.657662   60.131471
33 2025-10-31  41.319554   21.356290   60.059783
34 2025-11-30  41.594868   21.005813   60.360113
14:16:05 - cmdstanpy - INFO - Chain [1] start processing
14:16:05 - cmdstanpy - INFO - Chain [1] done processing
14:16:05 - cmdstanpy - INFO - Chain [1] start processing
14:16:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 729:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  62.501221   42.613357   81.764888
31 2025-08-31  63.673765   41.346280   83.108907
32 2025-09-30  64.808485   44.996928   83.793872
33 2025-10-31  65.981029   47.671474   86.219734
34 2025-11-30  67.115748   48.523882   85.808440
Forecast for North America and Product 730:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.872592   18.800412   59.840312
31 2025-08-31  37.469849   15.437068   57.278435
32 2025-09-30  37.080097   17.661363   57.515783
33 2025-10-31  36.677354   16.973769   57.658012
34 2025-11-30  36.287603   13.533328   58.632432
14:16:05 - cmdstanpy - INFO - Chain [1] start processing
14:16:05 - cmdstanpy - INFO - Chain [1] done processing
14:16:05 - cmdstanpy - INFO - Chain [1] start processing
14:16:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 731:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.518830   19.649941   50.590431
31 2025-08-31  35.044985   19.484229   52.737160
32 2025-09-30  34.586426   18.651981   51.051723
33 2025-10-31  34.112581   16.494732   49.936543
34 2025-11-30  33.654022   17.692714   49.870705
Forecast for North America and Product 732:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.884217   13.780922   46.606560
31 2025-08-31  28.976967   13.202044   45.207357
32 2025-09-30  28.098983   10.519152   44.482050
33 2025-10-31  27.191733   12.570669   43.941790
34 2025-11-30  26.313749    9.591820   43.270886
14:16:05 - cmdstanpy - INFO - Chain [1] start processing
14:16:06 - cmdstanpy - INFO - Chain [1] done processing
14:16:06 - cmdstanpy - INFO - Chain [1] start processing
14:16:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 733:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.111358    3.781505   48.035853
31 2025-08-31  24.484081    0.334733   46.097802
32 2025-09-30  23.877039    0.540218   46.075978
33 2025-10-31  23.249762   -1.016250   45.855929
34 2025-11-30  22.642719    0.892288   49.002228
Forecast for North America and Product 734:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.424691   16.945047   55.732367
31 2025-08-31  35.051395   15.759359   54.487575
32 2025-09-30  34.690141   15.474484   53.141370
33 2025-10-31  34.316845   14.571530   53.704369
34 2025-11-30  33.955590   13.899691   53.280086
14:16:06 - cmdstanpy - INFO - Chain [1] start processing
14:16:06 - cmdstanpy - INFO - Chain [1] done processing
14:16:06 - cmdstanpy - INFO - Chain [1] start processing
14:16:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 735:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.128372    6.129080   35.127206
31 2025-08-31  19.317560    5.252259   34.074652
32 2025-09-30  18.532903    4.469753   32.327921
33 2025-10-31  17.722090    1.943556   33.344166
34 2025-11-30  16.937433    1.751644   31.813138
Forecast for North America and Product 736:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.368347   23.782094   65.322502
31 2025-08-31  44.645930   24.220092   65.131058
32 2025-09-30  44.914558   25.162742   65.879396
33 2025-10-31  45.192142   23.348329   65.200386
34 2025-11-30  45.460770   23.120609   67.178943
14:16:06 - cmdstanpy - INFO - Chain [1] start processing
14:16:06 - cmdstanpy - INFO - Chain [1] done processing
14:16:06 - cmdstanpy - INFO - Chain [1] start processing
14:16:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 737:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.456546   33.984852   72.783645
31 2025-08-31  52.853818   34.481278   71.317476
32 2025-09-30  53.238275   33.625018   71.354285
33 2025-10-31  53.635548   34.661190   71.385714
34 2025-11-30  54.020005   33.390549   73.084719
Forecast for North America and Product 738:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.576025   28.944459   60.945866
31 2025-08-31  46.122835   31.108568   62.934626
32 2025-09-30  46.652006   31.863611   63.032505
33 2025-10-31  47.198816   30.783959   61.811398
34 2025-11-30  47.727987   30.670931   64.698670
14:16:07 - cmdstanpy - INFO - Chain [1] start processing
14:16:07 - cmdstanpy - INFO - Chain [1] done processing
14:16:07 - cmdstanpy - INFO - Chain [1] start processing
14:16:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 739:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  35.580527    9.491631   60.874671
30 2025-08-31  35.113807    9.012305   60.748854
31 2025-09-30  34.662144    7.861551   60.272450
32 2025-10-31  34.195424    8.914900   60.085419
33 2025-11-30  33.743760    7.116630   58.908443
Forecast for North America and Product 740:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.076330   11.462404   49.679809
31 2025-08-31  29.505285   11.370102   49.459763
32 2025-09-30  28.952661   10.220431   49.154014
33 2025-10-31  28.381616    8.626028   46.731159
34 2025-11-30  27.828991    7.978340   48.548066
14:16:07 - cmdstanpy - INFO - Chain [1] start processing
14:16:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 741:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  36.926275   16.477492   56.266245
30 2025-08-31  36.910569   16.690012   55.472390
31 2025-09-30  36.895369   17.497927   57.285209
32 2025-10-31  36.879662   15.734226   57.911478
33 2025-11-30  36.864462   16.726278   58.620623
14:16:07 - cmdstanpy - INFO - Chain [1] start processing
14:16:07 - cmdstanpy - INFO - Chain [1] done processing
14:16:07 - cmdstanpy - INFO - Chain [1] start processing
14:16:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 742:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.480263   30.630872   64.886000
31 2025-08-31  47.655224   30.827446   65.258944
32 2025-09-30  47.824541   30.981179   63.772085
33 2025-10-31  47.999501   31.159827   63.819371
34 2025-11-30  48.168818   30.039722   65.116775
Forecast for North America and Product 743:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.573210    3.608947   50.639211
31 2025-08-31  25.890777    1.907098   48.639556
32 2025-09-30  25.230359    1.228206   46.257496
33 2025-10-31  24.547927    3.153702   47.422082
34 2025-11-30  23.887509    3.019339   45.850679
14:16:08 - cmdstanpy - INFO - Chain [1] start processing
14:16:08 - cmdstanpy - INFO - Chain [1] done processing
14:16:08 - cmdstanpy - INFO - Chain [1] start processing
14:16:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 744:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.084929   16.284681   58.534363
31 2025-08-31  38.045260   16.496213   58.227711
32 2025-09-30  38.006871   16.515486   59.338493
33 2025-10-31  37.967203   16.235831   59.856778
34 2025-11-30  37.928814   17.027299   57.173611
14:16:08 - cmdstanpy - INFO - Chain [1] start processing
14:16:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 745:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.934125    6.015244   61.141745
31 2025-08-31  33.710999    6.624294   61.552295
32 2025-09-30  33.495071    6.876494   59.960520
33 2025-10-31  33.271945    4.805696   60.820592
34 2025-11-30  33.056017    4.783643   61.692233
Forecast for North America and Product 746:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.192769    2.036963   37.705241
31 2025-08-31  18.182073    1.163505   36.399859
32 2025-09-30  17.203979    0.221613   35.723143
33 2025-10-31  16.193283   -0.247797   33.453971
34 2025-11-30  15.215189   -2.595411   32.962471
14:16:08 - cmdstanpy - INFO - Chain [1] start processing
14:16:08 - cmdstanpy - INFO - Chain [1] done processing
14:16:08 - cmdstanpy - INFO - Chain [1] start processing
14:16:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 747:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.071558    3.374000   46.471935
31 2025-08-31  24.228245    3.637348   45.801396
32 2025-09-30  23.412136    2.603678   43.334733
33 2025-10-31  22.568823    1.879256   43.706532
34 2025-11-30  21.752713    2.746587   42.980415
Forecast for North America and Product 748:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.358241   15.402942   51.854611
31 2025-08-31  32.850957   13.318301   51.844157
32 2025-09-30  32.360036   12.748700   51.903001
33 2025-10-31  31.852751   14.107253   50.467546
34 2025-11-30  31.361830   13.772680   48.955667
14:16:09 - cmdstanpy - INFO - Chain [1] start processing
14:16:09 - cmdstanpy - INFO - Chain [1] done processing
14:16:09 - cmdstanpy - INFO - Chain [1] start processing
14:16:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 749:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.684857   19.779893   57.410122
31 2025-08-31  37.427496   17.474014   56.295358
32 2025-09-30  37.178437   17.949466   55.924068
33 2025-10-31  36.921076   17.229796   54.585314
34 2025-11-30  36.672017   15.778739   55.420130
Forecast for North America and Product 750:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.710526   10.870318   43.217666
31 2025-08-31  26.936999   11.075040   44.363577
32 2025-09-30  26.188423   10.895710   42.782355
33 2025-10-31  25.414895    9.132617   42.179138
34 2025-11-30  24.666320    7.896617   41.533666
14:16:09 - cmdstanpy - INFO - Chain [1] start processing
14:16:09 - cmdstanpy - INFO - Chain [1] done processing
14:16:09 - cmdstanpy - INFO - Chain [1] start processing
14:16:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 751:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.082792   14.353695   37.443510
31 2025-08-31  25.428955   13.296459   37.150368
32 2025-09-30  24.796210   13.249922   37.759834
33 2025-10-31  24.142374   12.864497   35.864480
34 2025-11-30  23.509629   12.162684   35.151427
Forecast for North America and Product 752:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.812297   17.445002   48.054390
31 2025-08-31  32.658663   16.503611   47.465589
32 2025-09-30  32.509984   18.411251   48.943362
33 2025-10-31  32.356350   16.513459   48.292872
34 2025-11-30  32.207671   15.441462   47.791889
14:16:09 - cmdstanpy - INFO - Chain [1] start processing
14:16:09 - cmdstanpy - INFO - Chain [1] done processing
14:16:09 - cmdstanpy - INFO - Chain [1] start processing
14:16:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 753:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.018165   22.143217   61.834178
31 2025-08-31  41.970400   20.731208   60.750026
32 2025-09-30  41.924176   23.360301   61.502869
33 2025-10-31  41.876411   23.267948   62.029532
34 2025-11-30  41.830187   23.579806   62.434078
14:16:10 - cmdstanpy - INFO - Chain [1] start processing
14:16:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 754:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.785186   19.765001   52.532207
31 2025-08-31  35.808138   19.366863   51.508179
32 2025-09-30  35.830350   19.952867   50.311681
33 2025-10-31  35.853302   19.725387   51.607617
34 2025-11-30  35.875513   20.062677   51.965029
Forecast for North America and Product 755:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.502228   21.787143   69.878313
31 2025-08-31  46.538029   22.430010   71.337599
32 2025-09-30  46.572675   24.240820   70.804468
33 2025-10-31  46.608476   21.332814   70.251882
34 2025-11-30  46.643122   22.801962   69.835619
14:16:10 - cmdstanpy - INFO - Chain [1] start processing
14:16:10 - cmdstanpy - INFO - Chain [1] done processing
14:16:10 - cmdstanpy - INFO - Chain [1] start processing
14:16:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 756:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.719932   12.373739   52.988413
31 2025-08-31  32.335139   10.910411   51.751657
32 2025-09-30  31.962759   11.007896   54.478356
33 2025-10-31  31.577967    9.260780   51.715176
34 2025-11-30  31.205587    9.001168   52.646562
Forecast for North America and Product 757:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.175618   12.166436   49.540383
31 2025-08-31  30.599336   10.589857   50.369610
32 2025-09-30  30.041643   10.938871   49.617572
33 2025-10-31  29.465360    9.940335   47.798191
34 2025-11-30  28.907667    9.225702   46.846835
14:16:10 - cmdstanpy - INFO - Chain [1] start processing
14:16:10 - cmdstanpy - INFO - Chain [1] done processing
14:16:10 - cmdstanpy - INFO - Chain [1] start processing
14:16:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 758:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.469150   13.072918   44.179570
31 2025-08-31  27.752911   11.154079   43.479030
32 2025-09-30  27.059777   10.605814   43.355966
33 2025-10-31  26.343538   10.690859   42.038498
34 2025-11-30  25.650403   10.563163   42.714499
Forecast for North America and Product 759:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.251025   35.086803   76.055656
31 2025-08-31  56.961472   37.733297   78.769731
32 2025-09-30  57.649002   39.047075   77.867280
33 2025-10-31  58.359449   38.799235   78.265759
34 2025-11-30  59.046978   39.053286   79.631707
14:16:11 - cmdstanpy - INFO - Chain [1] start processing
14:16:11 - cmdstanpy - INFO - Chain [1] done processing
14:16:11 - cmdstanpy - INFO - Chain [1] start processing
14:16:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 760:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.034837   33.876715   78.238144
31 2025-08-31  57.709501   35.003650   78.477792
32 2025-09-30  58.362401   33.733385   81.681323
33 2025-10-31  59.037065   36.604697   79.654567
34 2025-11-30  59.689965   36.100286   81.438659
Forecast for North America and Product 761:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.555969   17.661160   59.609761
31 2025-08-31  38.667968   17.719677   60.387391
32 2025-09-30  38.776353   17.242517   58.800984
33 2025-10-31  38.888352   19.382100   61.671627
34 2025-11-30  38.996738   17.259855   59.736781
14:16:11 - cmdstanpy - INFO - Chain [1] start processing
14:16:11 - cmdstanpy - INFO - Chain [1] done processing
14:16:11 - cmdstanpy - INFO - Chain [1] start processing
14:16:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 762:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.793224   23.609132   55.553201
31 2025-08-31  38.691817   22.478405   55.516999
32 2025-09-30  38.593681   22.713117   55.240009
33 2025-10-31  38.492274   22.881317   54.326445
34 2025-11-30  38.394138   21.749416   54.644780
Forecast for North America and Product 763:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.288039   21.064062   56.804633
31 2025-08-31  38.122642   19.403149   57.008842
32 2025-09-30  37.962582   21.222824   55.922487
33 2025-10-31  37.797185   18.440519   55.711807
34 2025-11-30  37.637124   20.467170   55.309579
14:16:11 - cmdstanpy - INFO - Chain [1] start processing
14:16:11 - cmdstanpy - INFO - Chain [1] done processing
14:16:11 - cmdstanpy - INFO - Chain [1] start processing
14:16:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 764:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.069875   19.907960   61.150899
31 2025-08-31  39.998429   20.554672   59.979006
32 2025-09-30  39.929289   19.791552   59.604745
33 2025-10-31  39.857844   20.444763   60.217275
34 2025-11-30  39.788703   19.973093   58.042935
Forecast for North America and Product 765:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.907930    7.955689   43.235588
31 2025-08-31  24.387170    7.300159   42.373626
32 2025-09-30  23.883209    5.344070   42.408416
33 2025-10-31  23.362449    5.268174   41.290586
34 2025-11-30  22.858487    5.221082   39.837884
14:16:12 - cmdstanpy - INFO - Chain [1] start processing
14:16:12 - cmdstanpy - INFO - Chain [1] done processing
14:16:12 - cmdstanpy - INFO - Chain [1] start processing
14:16:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 766:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.235608   29.571791   72.287553
31 2025-08-31  51.770158   31.121600   73.370798
32 2025-09-30  52.287465   31.110529   73.161975
33 2025-10-31  52.822015   32.302478   73.290948
34 2025-11-30  53.339321   32.360526   73.819419
Forecast for North America and Product 767:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.713233   42.570103   78.965128
31 2025-08-31  60.751124   42.495993   78.538512
32 2025-09-30  61.755536   43.623317   79.289301
33 2025-10-31  62.793428   45.506311   81.091953
34 2025-11-30  63.797839   47.492913   81.897597
14:16:12 - cmdstanpy - INFO - Chain [1] start processing
14:16:12 - cmdstanpy - INFO - Chain [1] done processing
14:16:12 - cmdstanpy - INFO - Chain [1] start processing
14:16:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 768:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.100716   21.395663   57.341761
31 2025-08-31  39.069018   22.350333   56.714086
32 2025-09-30  39.038341   21.863447   55.872194
33 2025-10-31  39.006643   21.533850   57.163040
34 2025-11-30  38.975966   20.276850   55.410678
Forecast for North America and Product 769:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.202540   25.442433   59.711865
31 2025-08-31  43.209228   24.830721   60.429916
32 2025-09-30  43.215700   26.119009   59.302462
33 2025-10-31  43.222388   26.264633   59.999755
34 2025-11-30  43.228860   25.280459   60.916792
14:16:12 - cmdstanpy - INFO - Chain [1] start processing
14:16:12 - cmdstanpy - INFO - Chain [1] done processing
14:16:13 - cmdstanpy - INFO - Chain [1] start processing
14:16:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 770:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.687870   21.573053   78.506646
31 2025-08-31  49.855224   20.909130   78.632902
32 2025-09-30  50.017180   21.915102   79.638354
33 2025-10-31  50.184535   21.559811   79.118782
34 2025-11-30  50.346491   20.856519   78.572223
Forecast for North America and Product 771:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  68.368828   41.017657   94.304162
31 2025-08-31  69.439669   42.888128   95.395456
32 2025-09-30  70.475966   45.140416   97.628616
33 2025-10-31  71.546807   45.711193   96.135468
34 2025-11-30  72.583104   46.431650   97.714915
14:16:13 - cmdstanpy - INFO - Chain [1] start processing
14:16:13 - cmdstanpy - INFO - Chain [1] done processing
14:16:13 - cmdstanpy - INFO - Chain [1] start processing
14:16:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 772:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.000009   14.666141   55.870635
31 2025-08-31  34.592334   15.369856   54.998737
32 2025-09-30  34.197810   15.348784   54.305986
33 2025-10-31  33.790135   13.514260   53.603545
34 2025-11-30  33.395610   13.342712   53.058003
Forecast for North America and Product 773:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.552225    6.983112   50.059847
31 2025-08-31  26.867125    6.246485   48.154580
32 2025-09-30  26.204125    6.923212   47.508065
33 2025-10-31  25.519025    4.124359   45.893630
34 2025-11-30  24.856025    1.739346   44.761062
14:16:13 - cmdstanpy - INFO - Chain [1] start processing
14:16:13 - cmdstanpy - INFO - Chain [1] done processing
14:16:13 - cmdstanpy - INFO - Chain [1] start processing
14:16:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 774:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.983281   22.343854   74.827636
31 2025-08-31  48.267575   19.664368   73.310746
32 2025-09-30  48.542697   23.267877   75.014439
33 2025-10-31  48.826991   22.369044   73.859543
34 2025-11-30  49.102113   21.067146   74.993496
Forecast for North America and Product 775:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.247340    9.958035   46.184001
31 2025-08-31  27.787714    9.285906   47.528262
32 2025-09-30  27.342916    8.749829   45.058376
33 2025-10-31  26.883291   10.035937   46.718204
34 2025-11-30  26.438492    8.072212   45.319587
14:16:13 - cmdstanpy - INFO - Chain [1] start processing
14:16:13 - cmdstanpy - INFO - Chain [1] done processing
14:16:14 - cmdstanpy - INFO - Chain [1] start processing
14:16:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 776:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.880918   21.132292   59.177759
31 2025-08-31  39.772046   19.615660   59.889326
32 2025-09-30  39.666686   18.255820   59.891748
33 2025-10-31  39.557813   19.561735   60.061286
34 2025-11-30  39.452453   20.076175   59.661672
Forecast for North America and Product 777:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.332436   19.837833   54.905961
31 2025-08-31  37.572698   18.433546   55.060718
32 2025-09-30  37.805209   20.985217   54.110149
33 2025-10-31  38.045470   21.144623   56.683068
34 2025-11-30  38.277981   21.197185   56.504091
14:16:14 - cmdstanpy - INFO - Chain [1] start processing
14:16:14 - cmdstanpy - INFO - Chain [1] done processing
14:16:14 - cmdstanpy - INFO - Chain [1] start processing
14:16:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 778:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.893175    9.152878   46.042309
31 2025-08-31  27.419212    9.408649   45.661998
32 2025-09-30  26.960539    9.534857   43.949724
33 2025-10-31  26.486575    7.891602   44.532221
34 2025-11-30  26.027902    9.070185   43.536392
Forecast for North America and Product 779:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.362199    8.604690   49.707818
31 2025-08-31  27.859787    7.605442   47.026984
32 2025-09-30  27.373581    8.161532   46.754199
33 2025-10-31  26.871169    8.214914   46.202655
34 2025-11-30  26.384963    7.817173   46.635802
14:16:14 - cmdstanpy - INFO - Chain [1] start processing
14:16:14 - cmdstanpy - INFO - Chain [1] done processing
14:16:14 - cmdstanpy - INFO - Chain [1] start processing
14:16:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 780:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.402622   30.832524   71.602086
31 2025-08-31  51.790546   32.100811   73.290324
32 2025-09-30  52.165957   32.633733   72.237980
33 2025-10-31  52.553882   32.939894   72.996790
34 2025-11-30  52.929292   33.718177   74.435829
Forecast for North America and Product 781:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.840192   16.764053   62.706805
31 2025-08-31  39.707917   17.982361   62.325993
32 2025-09-30  39.579909   17.584313   61.716855
33 2025-10-31  39.447634   17.121093   62.117958
34 2025-11-30  39.319626   16.377206   60.555417
14:16:15 - cmdstanpy - INFO - Chain [1] start processing
14:16:15 - cmdstanpy - INFO - Chain [1] done processing
14:16:15 - cmdstanpy - INFO - Chain [1] start processing
14:16:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 782:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.818689   16.344650   58.779958
31 2025-08-31  37.658572   16.525183   58.342788
32 2025-09-30  37.503619   16.553060   59.665363
33 2025-10-31  37.343502   16.789924   57.927717
34 2025-11-30  37.188550   16.925655   58.827145
Forecast for North America and Product 783:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.801391   13.835651   61.630979
31 2025-08-31  37.683786   14.183474   62.770344
32 2025-09-30  37.569975   14.250102   60.350888
33 2025-10-31  37.452370   14.887399   61.429141
34 2025-11-30  37.338558   14.169533   62.531960
14:16:15 - cmdstanpy - INFO - Chain [1] start processing
14:16:15 - cmdstanpy - INFO - Chain [1] done processing
14:16:15 - cmdstanpy - INFO - Chain [1] start processing
14:16:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 784:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.937342   16.062110   56.529449
31 2025-08-31  35.812147   15.801975   56.093191
32 2025-09-30  35.690989   17.532136   56.435581
33 2025-10-31  35.565793   17.016665   55.068210
34 2025-11-30  35.444636   14.778841   54.182979
Forecast for North America and Product 785:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.937735   39.444097   83.162177
31 2025-08-31  62.487893   38.787039   87.159275
32 2025-09-30  63.020304   39.347965   86.923115
33 2025-10-31  63.570462   38.778260   86.832215
34 2025-11-30  64.102874   39.870086   87.301051
14:16:15 - cmdstanpy - INFO - Chain [1] start processing
14:16:15 - cmdstanpy - INFO - Chain [1] done processing
14:16:15 - cmdstanpy - INFO - Chain [1] start processing
14:16:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 786:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  33.822907   12.356410   54.401791
30 2025-08-31  33.401053   12.085564   55.392712
31 2025-09-30  32.992807   11.075013   54.142718
32 2025-10-31  32.570952    9.780678   54.263323
33 2025-11-30  32.162706    9.420149   54.935560
Forecast for North America and Product 787:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.501415    4.160310   56.663510
31 2025-08-31  28.868879    1.843458   55.277807
32 2025-09-30  28.256748    1.972216   53.747031
33 2025-10-31  27.624212    4.374297   53.982746
34 2025-11-30  27.012081    1.291389   52.750633
14:16:16 - cmdstanpy - INFO - Chain [1] start processing
14:16:16 - cmdstanpy - INFO - Chain [1] done processing
14:16:16 - cmdstanpy - INFO - Chain [1] start processing
14:16:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 788:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.831016   18.268367   71.275913
31 2025-08-31  45.998251   20.142759   71.335202
32 2025-09-30  46.160091   18.652848   74.176862
33 2025-10-31  46.327326   19.446675   73.127577
34 2025-11-30  46.489166   20.703961   73.666139
Forecast for North America and Product 789:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.352871   23.588018   60.886003
31 2025-08-31  42.537398   24.292481   59.081857
32 2025-09-30  42.715973   25.055054   61.776592
33 2025-10-31  42.900501   24.201380   61.119627
34 2025-11-30  43.079076   25.047406   60.202853
14:16:16 - cmdstanpy - INFO - Chain [1] start processing
14:16:16 - cmdstanpy - INFO - Chain [1] done processing
14:16:16 - cmdstanpy - INFO - Chain [1] start processing
14:16:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 790:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.452861   16.831337   66.438093
31 2025-08-31  41.178747   17.273651   67.317188
32 2025-09-30  40.913475   16.837415   64.721689
33 2025-10-31  40.639361   15.285547   66.730214
34 2025-11-30  40.374089   14.293030   66.079171
Forecast for North America and Product 791:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.997863   22.510737   58.724086
31 2025-08-31  41.021584   21.927746   59.658479
32 2025-09-30  41.044540   23.068897   59.223443
33 2025-10-31  41.068260   23.657826   58.829837
34 2025-11-30  41.091216   22.794322   58.699197
14:16:16 - cmdstanpy - INFO - Chain [1] start processing
14:16:16 - cmdstanpy - INFO - Chain [1] done processing
14:16:16 - cmdstanpy - INFO - Chain [1] start processing
14:16:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 792:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.645448   16.110467   48.180088
31 2025-08-31  32.305363   16.426472   47.707583
32 2025-09-30  31.976247   16.044506   48.105424
33 2025-10-31  31.636162   15.210454   48.976548
34 2025-11-30  31.307046   16.276180   48.776654
Forecast for North America and Product 793:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.885282   26.948675   59.747156
31 2025-08-31  42.970970   25.203310   59.113890
32 2025-09-30  43.053894   26.493282   60.231720
33 2025-10-31  43.139582   26.866842   60.237369
34 2025-11-30  43.222506   26.730131   61.630492
14:16:17 - cmdstanpy - INFO - Chain [1] start processing
14:16:17 - cmdstanpy - INFO - Chain [1] done processing
14:16:17 - cmdstanpy - INFO - Chain [1] start processing
14:16:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 794:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.776348   28.500804   64.105619
31 2025-08-31  45.677061   26.910811   63.452333
32 2025-09-30  45.580976   27.976922   63.144701
33 2025-10-31  45.481688   28.696718   64.077094
34 2025-11-30  45.385603   28.485539   61.971065
Forecast for North America and Product 795:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.396813   31.215390   59.069963
31 2025-08-31  45.503519   31.110974   59.754304
32 2025-09-30  45.606782   30.675921   60.108261
33 2025-10-31  45.713488   30.956975   56.961660
34 2025-11-30  45.816751   32.033622   59.094490
14:16:17 - cmdstanpy - INFO - Chain [1] start processing
14:16:17 - cmdstanpy - INFO - Chain [1] done processing
14:16:17 - cmdstanpy - INFO - Chain [1] start processing
14:16:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 796:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.298484   11.842270   50.908338
31 2025-08-31  30.766243   10.790972   51.758962
32 2025-09-30  30.251171    9.752537   51.050618
33 2025-10-31  29.718929    8.749308   49.510750
34 2025-11-30  29.203857    6.665357   49.937197
Forecast for North America and Product 797:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.545470   16.871663   60.664232
31 2025-08-31  38.168978   17.808584   58.888966
32 2025-09-30  37.804631   16.534707   58.029575
33 2025-10-31  37.428139   15.794321   59.397933
34 2025-11-30  37.063792   17.289623   58.760349
14:16:17 - cmdstanpy - INFO - Chain [1] start processing
14:16:17 - cmdstanpy - INFO - Chain [1] done processing
14:16:17 - cmdstanpy - INFO - Chain [1] start processing
14:16:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 798:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.396555   32.651805   65.083814
31 2025-08-31  49.953119   34.103440   65.748171
32 2025-09-30  50.491730   33.567413   68.541410
33 2025-10-31  51.048294   33.970731   67.580271
34 2025-11-30  51.586905   34.975603   69.798566
Forecast for North America and Product 799:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.100365   16.393104   50.784787
31 2025-08-31  33.954553   16.881254   52.258562
32 2025-09-30  33.813445   16.356555   50.143989
33 2025-10-31  33.667633   17.802447   51.843214
34 2025-11-30  33.526524   16.407132   49.769014
14:16:18 - cmdstanpy - INFO - Chain [1] start processing
14:16:18 - cmdstanpy - INFO - Chain [1] done processing
14:16:18 - cmdstanpy - INFO - Chain [1] start processing
14:16:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 800:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.960754   26.851332   65.912528
31 2025-08-31  45.874434   24.642194   65.268671
32 2025-09-30  45.790898   25.983254   66.351359
33 2025-10-31  45.704578   26.094930   67.911125
34 2025-11-30  45.621043   28.613884   65.964018
Forecast for North America and Product 801:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.361012   10.991190   46.724521
31 2025-08-31  28.944610   10.628847   46.461766
32 2025-09-30  28.541641    9.436217   46.203345
33 2025-10-31  28.125239   11.082278   47.235834
34 2025-11-30  27.722270    8.737144   46.383485
14:16:18 - cmdstanpy - INFO - Chain [1] start processing
14:16:18 - cmdstanpy - INFO - Chain [1] done processing
14:16:18 - cmdstanpy - INFO - Chain [1] start processing
14:16:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 802:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.638774    2.005435   46.403046
31 2025-08-31  23.892210    1.498052   43.769712
32 2025-09-30  23.169729    2.175549   45.528170
33 2025-10-31  22.423166   -1.765237   44.389517
34 2025-11-30  21.700685   -0.890812   44.540708
Forecast for North America and Product 803:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.275451   22.386090   66.391593
31 2025-08-31  44.400947   21.624099   66.267128
32 2025-09-30  44.522395   21.766379   65.920263
33 2025-10-31  44.647892   22.461360   68.567765
34 2025-11-30  44.769340   23.216054   68.881187
14:16:18 - cmdstanpy - INFO - Chain [1] start processing
14:16:18 - cmdstanpy - INFO - Chain [1] done processing
14:16:19 - cmdstanpy - INFO - Chain [1] start processing
14:16:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 804:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  10.315820   -9.312664   30.384794
31 2025-08-31   8.846357  -10.963969   28.880238
32 2025-09-30   7.424296   -9.214619   27.562527
33 2025-10-31   5.954833  -12.062468   24.358928
34 2025-11-30   4.532772  -15.057351   23.015947
Forecast for North America and Product 805:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.397920   32.101738   73.925624
31 2025-08-31  54.053348   32.056611   74.622792
32 2025-09-30  54.687633   32.602761   74.282147
33 2025-10-31  55.343060   35.601560   76.241574
34 2025-11-30  55.977345   33.861951   76.398657
14:16:19 - cmdstanpy - INFO - Chain [1] start processing
14:16:19 - cmdstanpy - INFO - Chain [1] done processing
14:16:19 - cmdstanpy - INFO - Chain [1] start processing
14:16:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 806:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.420123   27.167975   61.610106
31 2025-08-31  44.588445   26.025461   64.346071
32 2025-09-30  44.751337   25.138019   63.555205
33 2025-10-31  44.919659   25.857605   62.695983
34 2025-11-30  45.082551   26.229285   63.527057
Forecast for North America and Product 807:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.106345   18.451254   58.583414
31 2025-08-31  37.907021   15.594444   59.542905
32 2025-09-30  37.714128   17.213320   56.756329
33 2025-10-31  37.514804   16.802116   56.734265
34 2025-11-30  37.321910   17.449276   58.195226
14:16:19 - cmdstanpy - INFO - Chain [1] start processing
14:16:19 - cmdstanpy - INFO - Chain [1] done processing
14:16:19 - cmdstanpy - INFO - Chain [1] start processing
14:16:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 808:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.794270   15.155687   55.495832
31 2025-08-31  35.534082   14.047785   55.101810
32 2025-09-30  35.282288   15.328103   55.596837
33 2025-10-31  35.022101   13.858689   56.361868
34 2025-11-30  34.770306   15.962754   55.878961
Forecast for North America and Product 809:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.763713   36.136048   71.046031
31 2025-08-31  55.627200   38.106009   71.314814
32 2025-09-30  56.462833   39.549551   73.605577
33 2025-10-31  57.326321   40.933476   74.025549
34 2025-11-30  58.161954   40.252540   76.100240
14:16:19 - cmdstanpy - INFO - Chain [1] start processing
14:16:20 - cmdstanpy - INFO - Chain [1] done processing
14:16:20 - cmdstanpy - INFO - Chain [1] start processing
14:16:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 810:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.699599   31.711947   76.245151
31 2025-08-31  54.494593   32.238766   76.888773
32 2025-09-30  55.263941   31.913380   76.459453
33 2025-10-31  56.058935   35.468311   77.281275
34 2025-11-30  56.828284   34.628670   78.525372
Forecast for North America and Product 811:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.129137   28.836393   67.000082
31 2025-08-31  49.615662   30.307932   68.212558
32 2025-09-30  50.086493   30.701855   70.454774
33 2025-10-31  50.573019   31.899282   69.820586
34 2025-11-30  51.043850   30.326895   70.283344
14:16:20 - cmdstanpy - INFO - Chain [1] start processing
14:16:20 - cmdstanpy - INFO - Chain [1] done processing
14:16:20 - cmdstanpy - INFO - Chain [1] start processing
14:16:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 812:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.937213    9.329576   46.286362
31 2025-08-31  27.417764    7.662340   45.320505
32 2025-09-30  26.915071    9.144178   45.120773
33 2025-10-31  26.395622    8.689369   45.045096
34 2025-11-30  25.892929    7.149064   44.404231
Forecast for North America and Product 813:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.652081   18.762386   62.564145
31 2025-08-31  40.517072   17.019575   63.737711
32 2025-09-30  40.386418   18.837762   63.514976
33 2025-10-31  40.251408   19.328574   61.553213
34 2025-11-30  40.120754   19.531144   61.446967
14:16:20 - cmdstanpy - INFO - Chain [1] start processing
14:16:20 - cmdstanpy - INFO - Chain [1] done processing
14:16:20 - cmdstanpy - INFO - Chain [1] start processing
14:16:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 814:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.587699   11.410414   47.903136
31 2025-08-31  28.791893   10.570632   48.303858
32 2025-09-30  28.021759    9.023522   46.845867
33 2025-10-31  27.225953    7.453172   45.969191
34 2025-11-30  26.455818    7.797678   43.964865
Forecast for North America and Product 815:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.955535   18.016732   54.877183
31 2025-08-31  36.897368   20.570032   54.468470
32 2025-09-30  36.841077   19.019336   54.461461
33 2025-10-31  36.782910   19.197092   53.951166
34 2025-11-30  36.726619   20.941558   52.644846
14:16:20 - cmdstanpy - INFO - Chain [1] start processing
14:16:21 - cmdstanpy - INFO - Chain [1] done processing
14:16:21 - cmdstanpy - INFO - Chain [1] start processing
14:16:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 816:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.276121   38.926548   72.409994
31 2025-08-31  57.187120   40.483186   72.803156
32 2025-09-30  58.068732   41.840475   74.694365
33 2025-10-31  58.979731   42.238753   76.991032
34 2025-11-30  59.861344   42.589266   75.701301
Forecast for North America and Product 817:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.356586    7.233035   51.255810
31 2025-08-31  27.867333    5.817334   50.352876
32 2025-09-30  27.393863    4.731450   46.555890
33 2025-10-31  26.904610    6.288919   47.937718
34 2025-11-30  26.431139    4.295052   46.775935
14:16:21 - cmdstanpy - INFO - Chain [1] start processing
14:16:21 - cmdstanpy - INFO - Chain [1] done processing
14:16:21 - cmdstanpy - INFO - Chain [1] start processing
14:16:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 818:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.821905   27.067164   68.525409
31 2025-08-31  48.290224   26.942236   69.674615
32 2025-09-30  48.743436   26.931269   70.217595
33 2025-10-31  49.211756   28.755130   71.383743
34 2025-11-30  49.664968   29.002556   71.410673
Forecast for North America and Product 819:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.295711    9.924908   52.404989
31 2025-08-31  30.852705    8.256483   51.405148
32 2025-09-30  30.423989    9.574764   53.004148
33 2025-10-31  29.980983    8.956229   51.708298
34 2025-11-30  29.552267    8.963177   50.323399
14:16:21 - cmdstanpy - INFO - Chain [1] start processing
14:16:21 - cmdstanpy - INFO - Chain [1] done processing
14:16:21 - cmdstanpy - INFO - Chain [1] start processing
14:16:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 820:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.811386   20.257557   55.643802
31 2025-08-31  36.645313   17.643268   55.444977
32 2025-09-30  36.484597   18.258597   53.755890
33 2025-10-31  36.318524   19.865742   53.999020
34 2025-11-30  36.157808   17.257805   54.169834
Forecast for North America and Product 821:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.573861   -4.832909   33.044588
31 2025-08-31  13.307905   -5.837207   31.442813
32 2025-09-30  12.082787   -5.237471   31.419773
33 2025-10-31  10.816831   -6.976967   29.486911
34 2025-11-30   9.591713   -8.467903   28.006956
14:16:22 - cmdstanpy - INFO - Chain [1] start processing
14:16:22 - cmdstanpy - INFO - Chain [1] done processing
14:16:22 - cmdstanpy - INFO - Chain [1] start processing
14:16:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 822:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.531141   25.776818   61.659958
31 2025-08-31  42.764885   24.716296   61.238535
32 2025-09-30  42.991089   24.394989   61.610304
33 2025-10-31  43.224833   26.259456   62.940616
34 2025-11-30  43.451036   24.191961   62.575642
Forecast for North America and Product 823:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.512344    8.502683   49.128500
31 2025-08-31  27.970908    9.184831   49.579310
32 2025-09-30  27.446938    9.501809   47.511885
33 2025-10-31  26.905502    7.633966   45.755630
34 2025-11-30  26.381532    4.095783   46.493958
14:16:22 - cmdstanpy - INFO - Chain [1] start processing
14:16:22 - cmdstanpy - INFO - Chain [1] done processing
14:16:22 - cmdstanpy - INFO - Chain [1] start processing
14:16:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 824:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.728224   18.160810   46.605636
31 2025-08-31  31.366756   16.185443   46.032093
32 2025-09-30  31.016948   16.621837   45.233231
33 2025-10-31  30.655481   17.105087   44.561417
34 2025-11-30  30.305673   16.116855   43.769535
Forecast for North America and Product 825:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.998438   17.778307   71.665027
31 2025-08-31  45.016040   18.375543   72.994886
32 2025-09-30  45.033075   18.907349   72.129508
33 2025-10-31  45.050676   19.223737   72.265141
34 2025-11-30  45.067711   18.746718   72.115061
14:16:22 - cmdstanpy - INFO - Chain [1] start processing
14:16:23 - cmdstanpy - INFO - Chain [1] done processing
14:16:23 - cmdstanpy - INFO - Chain [1] start processing
14:16:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 826:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.311388   20.129663   54.263603
31 2025-08-31  37.162716   19.694386   53.909455
32 2025-09-30  37.018840   19.197331   54.439858
33 2025-10-31  36.870169   18.438905   53.841677
34 2025-11-30  36.726293   18.861218   53.133076
Forecast for North America and Product 827:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.308979   28.981781   51.061893
31 2025-08-31  40.409516   28.473440   51.574768
32 2025-09-30  40.506809   28.656015   52.064849
33 2025-10-31  40.607346   29.337014   51.607842
34 2025-11-30  40.704640   30.229147   52.784206
14:16:23 - cmdstanpy - INFO - Chain [1] start processing
14:16:23 - cmdstanpy - INFO - Chain [1] done processing
14:16:23 - cmdstanpy - INFO - Chain [1] start processing
14:16:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 828:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.937343   17.551397   60.987569
31 2025-08-31  37.781905   18.321194   58.524348
32 2025-09-30  37.631481   16.114629   56.958421
33 2025-10-31  37.476043   18.283722   57.984623
34 2025-11-30  37.325619   17.395464   59.894476
Forecast for North America and Product 829:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.603752    4.629781   48.811671
31 2025-08-31  26.291371    1.605599   47.434226
32 2025-09-30  25.989067    1.829464   47.980478
33 2025-10-31  25.676686    2.298392   47.643384
34 2025-11-30  25.374382    2.226972   48.710497
14:16:23 - cmdstanpy - INFO - Chain [1] start processing
14:16:23 - cmdstanpy - INFO - Chain [1] done processing
14:16:23 - cmdstanpy - INFO - Chain [1] start processing
14:16:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 830:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.028734    3.795568   48.644465
31 2025-08-31  26.438583    4.360247   47.997375
32 2025-09-30  25.867469    5.300749   47.484221
33 2025-10-31  25.277317    5.115824   48.002863
34 2025-11-30  24.706203    2.786026   46.049384
14:16:24 - cmdstanpy - INFO - Chain [1] start processing
14:16:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 831:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.151716    4.883123   47.226748
31 2025-08-31  25.293139    3.175672   44.710293
32 2025-09-30  24.462258    2.339271   44.615220
33 2025-10-31  23.603681    2.698338   44.677585
34 2025-11-30  22.772801   -0.484040   43.976869
14:16:24 - cmdstanpy - INFO - Chain [1] start processing
14:16:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 832:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.898013   14.698443   57.686462
31 2025-08-31  34.757319   12.826339   55.319132
32 2025-09-30  34.621163   13.314029   55.728524
33 2025-10-31  34.480469   13.851870   55.077377
34 2025-11-30  34.344313   13.456969   55.396928
Forecast for North America and Product 833:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.984466   14.716750   50.496298
31 2025-08-31  31.620324   13.672860   48.760323
32 2025-09-30  31.267928   13.142644   50.405438
33 2025-10-31  30.903785   13.762315   48.258126
34 2025-11-30  30.551389   13.169541   48.985541
14:16:24 - cmdstanpy - INFO - Chain [1] start processing
14:16:24 - cmdstanpy - INFO - Chain [1] done processing
14:16:24 - cmdstanpy - INFO - Chain [1] start processing
14:16:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 834:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.560959   20.800779   51.324231
31 2025-08-31  36.256382   21.449252   52.581511
32 2025-09-30  35.961630   21.136412   51.759842
33 2025-10-31  35.657054   21.179187   50.476169
34 2025-11-30  35.362302   18.257731   50.447410
Forecast for North America and Product 835:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.275225    8.346870   45.541300
31 2025-08-31  25.742607    7.096588   44.471683
32 2025-09-30  25.227170    6.729545   44.025672
33 2025-10-31  24.694551    6.164629   43.270665
34 2025-11-30  24.179114    5.950979   42.177812
14:16:24 - cmdstanpy - INFO - Chain [1] start processing
14:16:24 - cmdstanpy - INFO - Chain [1] done processing
14:16:24 - cmdstanpy - INFO - Chain [1] start processing
14:16:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 836:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.385337   26.862195   67.451534
31 2025-08-31  48.586269   28.282142   68.564435
32 2025-09-30  48.780720   28.147989   68.906515
33 2025-10-31  48.981652   28.543638   69.866390
34 2025-11-30  49.176103   29.678849   68.982747
Forecast for North America and Product 837:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.114845   29.868808   60.305682
31 2025-08-31  45.452037   27.409041   61.023861
32 2025-09-30  45.778351   30.644382   61.602440
33 2025-10-31  46.115542   30.291706   62.933595
34 2025-11-30  46.441856   29.245531   62.462416
14:16:25 - cmdstanpy - INFO - Chain [1] start processing
14:16:25 - cmdstanpy - INFO - Chain [1] done processing
14:16:25 - cmdstanpy - INFO - Chain [1] start processing
14:16:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 838:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.245769   23.853096   65.352373
31 2025-08-31  44.498877   24.309140   66.314446
32 2025-09-30  44.743820   25.620218   65.685788
33 2025-10-31  44.996928   25.301519   65.571236
34 2025-11-30  45.241872   24.618865   65.354138
Forecast for North America and Product 839:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.426773   33.372971   68.824859
31 2025-08-31  52.113809   33.264396   68.748321
32 2025-09-30  52.778683   34.911276   71.051149
33 2025-10-31  53.465720   35.409112   71.121124
34 2025-11-30  54.130594   36.802500   70.144585
14:16:25 - cmdstanpy - INFO - Chain [1] start processing
14:16:25 - cmdstanpy - INFO - Chain [1] done processing
14:16:25 - cmdstanpy - INFO - Chain [1] start processing
14:16:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 840:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.233373    7.782078   50.276764
31 2025-08-31  28.952715    6.639370   50.727086
32 2025-09-30  28.681112    8.785596   52.187801
33 2025-10-31  28.400454    5.455815   49.688441
34 2025-11-30  28.128850    6.840189   49.781636
Forecast for North America and Product 841:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.999483   19.932602   60.861640
31 2025-08-31  40.181318   19.340893   60.902940
32 2025-09-30  40.357287   19.362530   60.634564
33 2025-10-31  40.539122   19.473103   59.696469
34 2025-11-30  40.715091   20.602592   62.836609
14:16:25 - cmdstanpy - INFO - Chain [1] start processing
14:16:25 - cmdstanpy - INFO - Chain [1] done processing
14:16:26 - cmdstanpy - INFO - Chain [1] start processing
14:16:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 842:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.492963    3.087698   46.992006
31 2025-08-31  24.632940    3.117183   45.035285
32 2025-09-30  23.800660    3.624971   47.926969
33 2025-10-31  22.940637    1.917446   44.084345
34 2025-11-30  22.108357    0.347947   43.609606
Forecast for North America and Product 843:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.960403   14.492855   46.063155
31 2025-08-31  29.499376   14.646285   45.816383
32 2025-09-30  29.053221   13.547282   44.978788
33 2025-10-31  28.592194   12.273921   44.285746
34 2025-11-30  28.146039   11.944647   43.341174
14:16:26 - cmdstanpy - INFO - Chain [1] start processing
14:16:26 - cmdstanpy - INFO - Chain [1] done processing
14:16:26 - cmdstanpy - INFO - Chain [1] start processing
14:16:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 844:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.500846   39.973617   74.904757
31 2025-08-31  58.285369   39.881220   74.518834
32 2025-09-30  59.044586   41.546138   76.268446
33 2025-10-31  59.829109   42.042129   77.006042
34 2025-11-30  60.588325   44.086866   78.481558
14:16:26 - cmdstanpy - INFO - Chain [1] start processing
14:16:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 845:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.040622   18.708446   42.887865
31 2025-08-31  30.821582   19.276134   42.059223
32 2025-09-30  30.609607   18.863956   42.998415
33 2025-10-31  30.390567   17.914921   43.009511
34 2025-11-30  30.178593   18.237281   43.279788
Forecast for North America and Product 846:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.453342    7.548191   46.828034
31 2025-08-31  25.781080    6.442876   44.944649
32 2025-09-30  25.130503    4.976151   45.209695
33 2025-10-31  24.458241    5.636462   44.802678
34 2025-11-30  23.807664    3.061228   42.162410
14:16:27 - cmdstanpy - INFO - Chain [1] start processing
14:16:27 - cmdstanpy - INFO - Chain [1] done processing
14:16:27 - cmdstanpy - INFO - Chain [1] start processing
14:16:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 847:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.975034   23.250294   64.185332
31 2025-08-31  43.155642   23.575587   63.092239
32 2025-09-30  43.330423   23.337981   63.970711
33 2025-10-31  43.511030   22.408071   63.640929
34 2025-11-30  43.685811   22.192593   62.881529
14:16:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 848:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.638755   27.070981   70.549457
31 2025-08-31  49.059368   26.878200   72.430185
32 2025-09-30  49.466414   28.024201   71.244989
33 2025-10-31  49.887027   26.827058   73.059815
34 2025-11-30  50.294073   29.539446   70.168192
14:16:27 - cmdstanpy - INFO - Chain [1] done processing
14:16:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 849:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.232834   28.718822   65.212697
31 2025-08-31  46.574732   28.374287   64.995780
32 2025-09-30  46.905601   28.610129   64.027542
33 2025-10-31  47.247499   30.074993   65.476201
34 2025-11-30  47.578368   29.301453   65.624764
14:16:28 - cmdstanpy - INFO - Chain [1] done processing
14:16:28 - cmdstanpy - INFO - Chain [1] start processing
14:16:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 850:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.087202    7.251086   42.396068
31 2025-08-31  24.013348    7.074682   40.452247
32 2025-09-30  22.974135    5.490159   38.981200
33 2025-10-31  21.900282    3.756867   38.228295
34 2025-11-30  20.861069    3.702646   37.467059
Forecast for North America and Product 851:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.414048   13.820923   65.212571
31 2025-08-31  39.563872   13.936515   65.207959
32 2025-09-30  39.708863   15.461560   64.636944
33 2025-10-31  39.858687   14.598084   64.612148
34 2025-11-30  40.003678   15.354008   66.534130
14:16:28 - cmdstanpy - INFO - Chain [1] start processing
14:16:28 - cmdstanpy - INFO - Chain [1] done processing
14:16:28 - cmdstanpy - INFO - Chain [1] start processing
14:16:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 852:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.861950   22.154518   51.632768
31 2025-08-31  37.942768   24.192494   51.478764
32 2025-09-30  38.020979   22.779572   50.838701
33 2025-10-31  38.101796   23.480709   51.306198
34 2025-11-30  38.180007   24.093920   52.329846
Forecast for North America and Product 853:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.323678   36.104030   81.750479
31 2025-08-31  59.112486   36.183372   83.265097
32 2025-09-30  59.875849   36.779662   81.874596
33 2025-10-31  60.664657   37.890965   81.476735
34 2025-11-30  61.428019   38.922075   83.616139
14:16:28 - cmdstanpy - INFO - Chain [1] start processing
14:16:28 - cmdstanpy - INFO - Chain [1] done processing
14:16:28 - cmdstanpy - INFO - Chain [1] start processing
14:16:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 854:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.732785   30.323664   67.825568
31 2025-08-31  50.240702   29.919957   68.237018
32 2025-09-30  50.732235   31.587287   70.861111
33 2025-10-31  51.240152   33.673588   70.103911
34 2025-11-30  51.731685   31.273436   70.861031
Forecast for North America and Product 855:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.102430   22.826790   56.493179
31 2025-08-31  39.133700   21.920853   55.916785
32 2025-09-30  39.163960   21.545159   56.809627
33 2025-10-31  39.195230   23.437309   56.748053
34 2025-11-30  39.225491   23.389989   56.810127
14:16:29 - cmdstanpy - INFO - Chain [1] start processing
14:16:29 - cmdstanpy - INFO - Chain [1] done processing
14:16:29 - cmdstanpy - INFO - Chain [1] start processing
14:16:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 856:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.562307    8.201474   49.083086
31 2025-08-31  26.872679    7.024194   48.175087
32 2025-09-30  26.205297    7.348844   45.678404
33 2025-10-31  25.515669    5.620787   46.166767
34 2025-11-30  24.848287    6.550558   44.948238
14:16:29 - cmdstanpy - INFO - Chain [1] start processing
14:16:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 857:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.601129   20.335262   59.231973
31 2025-08-31  40.641767   20.017671   61.307081
32 2025-09-30  40.681093   20.624047   61.349752
33 2025-10-31  40.721731   21.952421   61.467614
34 2025-11-30  40.761058   20.446900   59.966834
Forecast for North America and Product 858:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.451209   29.701815   65.011379
31 2025-08-31  48.647116   31.725320   65.841523
32 2025-09-30  48.836703   31.728702   65.802382
33 2025-10-31  49.032610   32.100203   64.793390
34 2025-11-30  49.222198   32.840329   66.167420
14:16:30 - cmdstanpy - INFO - Chain [1] start processing
14:16:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 859:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.960615   21.268532   53.652591
31 2025-08-31  38.135422   23.009037   54.059395
32 2025-09-30  38.304590   23.486258   54.120343
33 2025-10-31  38.479397   22.344084   55.122846
34 2025-11-30  38.648565   22.935582   54.417571
14:16:30 - cmdstanpy - INFO - Chain [1] start processing
14:16:30 - cmdstanpy - INFO - Chain [1] done processing
14:16:31 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 860:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.124661   25.480095   63.242627
31 2025-08-31  44.244616   25.935887   63.687319
32 2025-09-30  44.360701   26.293233   63.514249
33 2025-10-31  44.480656   25.894453   63.004188
34 2025-11-30  44.596741   26.676922   63.376028
14:16:31 - cmdstanpy - INFO - Chain [1] done processing
14:16:31 - cmdstanpy - INFO - Chain [1] start processing
14:16:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 861:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.393006   27.054244   57.464375
31 2025-08-31  43.594018   27.661618   57.913585
32 2025-09-30  43.788546   27.433930   59.661266
33 2025-10-31  43.989558   28.949568   59.869432
34 2025-11-30  44.184086   29.342274   59.443985
Forecast for North America and Product 862:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.814754   10.880665   57.258444
31 2025-08-31  33.597056   12.747151   58.484500
32 2025-09-30  33.386381   11.364203   57.772430
33 2025-10-31  33.168684    9.219520   55.067237
34 2025-11-30  32.958008    9.297230   55.197124
14:16:31 - cmdstanpy - INFO - Chain [1] start processing
14:16:31 - cmdstanpy - INFO - Chain [1] done processing
14:16:31 - cmdstanpy - INFO - Chain [1] start processing
14:16:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 863:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.646320    5.557518   45.301439
31 2025-08-31  24.753149    4.932901   44.488983
32 2025-09-30  23.888790    3.662527   43.220564
33 2025-10-31  22.995620    4.772137   41.697094
34 2025-11-30  22.131261    2.372779   42.719562
Forecast for North America and Product 864:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.330903    5.819924   45.141352
31 2025-08-31  25.934273    7.529675   45.816493
32 2025-09-30  25.550438    5.733395   44.470028
33 2025-10-31  25.153808    6.322966   45.934190
34 2025-11-30  24.769972    5.360785   43.836784
14:16:31 - cmdstanpy - INFO - Chain [1] start processing
14:16:31 - cmdstanpy - INFO - Chain [1] done processing
14:16:31 - cmdstanpy - INFO - Chain [1] start processing
14:16:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 865:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.653247   13.825580   51.450107
31 2025-08-31  32.289806   12.887882   48.885255
32 2025-09-30  31.938088   14.228568   49.882632
33 2025-10-31  31.574647   14.251664   50.101620
34 2025-11-30  31.222930   13.984162   49.692144
Forecast for North America and Product 866:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.657419   19.515585   65.178666
31 2025-08-31  42.777242   20.269715   63.725543
32 2025-09-30  42.893201   20.173712   65.511639
33 2025-10-31  43.013024   17.630761   65.137125
34 2025-11-30  43.128983   22.988348   65.592519
14:16:32 - cmdstanpy - INFO - Chain [1] start processing
14:16:32 - cmdstanpy - INFO - Chain [1] done processing
14:16:32 - cmdstanpy - INFO - Chain [1] start processing
14:16:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 867:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.842988   33.541411   68.646025
31 2025-08-31  50.948640   32.544038   68.451985
32 2025-09-30  51.050884   32.315411   69.560584
33 2025-10-31  51.156536   34.142183   68.675595
34 2025-11-30  51.258781   32.930183   69.097606
Forecast for North America and Product 868:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.385838   16.676491   56.297929
31 2025-08-31  37.428197   18.800914   58.153207
32 2025-09-30  37.469190   18.007435   56.325339
33 2025-10-31  37.511548   19.314508   55.677152
34 2025-11-30  37.552541   18.255428   56.980446
14:16:32 - cmdstanpy - INFO - Chain [1] start processing
14:16:32 - cmdstanpy - INFO - Chain [1] done processing
14:16:32 - cmdstanpy - INFO - Chain [1] start processing
14:16:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 869:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.091050   22.728520   57.667170
31 2025-08-31  39.887204   21.258452   58.155425
32 2025-09-30  39.689933   21.564897   56.485483
33 2025-10-31  39.486087   20.501472   57.057869
34 2025-11-30  39.288816   20.676095   57.580541
Forecast for North America and Product 870:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.265612   41.026046   68.335816
31 2025-08-31  55.939168   41.785896   69.714041
32 2025-09-30  56.590996   42.581058   70.111208
33 2025-10-31  57.264552   43.395522   72.046534
34 2025-11-30  57.916381   43.627908   72.095950
14:16:32 - cmdstanpy - INFO - Chain [1] start processing
14:16:32 - cmdstanpy - INFO - Chain [1] done processing
14:16:33 - cmdstanpy - INFO - Chain [1] start processing
14:16:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 871:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.852157   28.320592   69.529757
31 2025-08-31  49.350137   27.929202   70.637761
32 2025-09-30  49.832052   27.522869   69.863323
33 2025-10-31  50.330032   28.592647   70.921525
34 2025-11-30  50.811948   29.865350   70.933582
Forecast for North America and Product 872:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.123480   15.236649   62.492635
31 2025-08-31  36.983522   12.889908   60.932358
32 2025-09-30  36.848079   12.335895   61.780072
33 2025-10-31  36.708121   13.442132   61.675781
34 2025-11-30  36.572679   12.258591   59.248806
14:16:33 - cmdstanpy - INFO - Chain [1] start processing
14:16:33 - cmdstanpy - INFO - Chain [1] done processing
14:16:33 - cmdstanpy - INFO - Chain [1] start processing
14:16:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 873:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.979742   11.609057   55.331027
31 2025-08-31  32.074675   11.981610   53.062000
32 2025-09-30  31.198803   11.019451   53.280418
33 2025-10-31  30.293736    7.288207   52.305476
34 2025-11-30  29.417865    9.582580   50.292110
Forecast for North America and Product 874:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.261788    8.468172   45.205592
31 2025-08-31  25.644245    7.515520   42.611284
32 2025-09-30  25.046623    8.128876   41.952407
33 2025-10-31  24.429080    6.446057   42.616689
34 2025-11-30  23.831457    5.672489   41.595079
14:16:33 - cmdstanpy - INFO - Chain [1] start processing
14:16:33 - cmdstanpy - INFO - Chain [1] done processing
14:16:33 - cmdstanpy - INFO - Chain [1] start processing
14:16:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 875:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.716113   19.459585   54.546128
31 2025-08-31  36.681202   18.965689   52.856551
32 2025-09-30  36.647418   18.289663   53.065436
33 2025-10-31  36.612507   19.175043   52.874150
34 2025-11-30  36.578723   18.871569   53.585925
Forecast for North America and Product 876:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.491271   33.446403   67.383987
31 2025-08-31  49.933769   33.069938   66.988216
32 2025-09-30  50.361993   32.381039   67.998966
33 2025-10-31  50.804492   34.418480   69.081434
34 2025-11-30  51.232716   34.180863   67.297189
14:16:33 - cmdstanpy - INFO - Chain [1] start processing
14:16:33 - cmdstanpy - INFO - Chain [1] done processing
14:16:34 - cmdstanpy - INFO - Chain [1] start processing
14:16:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 877:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.793018   13.741644   46.937926
31 2025-08-31  30.304305   14.349369   46.370691
32 2025-09-30  29.831357   14.342416   45.783062
33 2025-10-31  29.342644   13.398565   45.549349
34 2025-11-30  28.869695   13.094664   44.432459
Forecast for North America and Product 878:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.694320   27.724258   69.987965
31 2025-08-31  49.253728   26.815867   70.321888
32 2025-09-30  49.795091   27.286729   71.609900
33 2025-10-31  50.354498   29.550724   74.205639
34 2025-11-30  50.895861   29.738740   71.513766
14:16:34 - cmdstanpy - INFO - Chain [1] start processing
14:16:34 - cmdstanpy - INFO - Chain [1] done processing
14:16:34 - cmdstanpy - INFO - Chain [1] start processing
14:16:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 879:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.586179   28.134526   59.280899
31 2025-08-31  43.711548   28.521051   58.238315
32 2025-09-30  43.832872   28.361477   58.955714
33 2025-10-31  43.958240   28.256565   60.447039
34 2025-11-30  44.079564   28.656861   59.677966
Forecast for North America and Product 880:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.268873   21.244363   55.506366
31 2025-08-31  38.282604   21.233046   55.374599
32 2025-09-30  38.295892   20.730077   57.662746
33 2025-10-31  38.309624   20.761119   55.337105
34 2025-11-30  38.322912   21.355702   55.540353
14:16:34 - cmdstanpy - INFO - Chain [1] start processing
14:16:34 - cmdstanpy - INFO - Chain [1] done processing
14:16:34 - cmdstanpy - INFO - Chain [1] start processing
14:16:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 881:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.366676   33.448884   72.375157
31 2025-08-31  54.024967   34.269797   73.661546
32 2025-09-30  54.662023   34.886230   74.529747
33 2025-10-31  55.320314   36.008152   74.856712
34 2025-11-30  55.957369   38.415196   77.021358
Forecast for North America and Product 882:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.433661   14.064105   34.070740
31 2025-08-31  23.648559   14.489002   33.957418
32 2025-09-30  22.888782   12.476372   32.572026
33 2025-10-31  22.103679   12.695165   32.129142
34 2025-11-30  21.343903   11.308883   30.986704
14:16:34 - cmdstanpy - INFO - Chain [1] start processing
14:16:34 - cmdstanpy - INFO - Chain [1] done processing
14:16:35 - cmdstanpy - INFO - Chain [1] start processing
14:16:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 883:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.691394   28.668692   77.654880
31 2025-08-31  53.015212   26.761529   78.321401
32 2025-09-30  53.328583   27.344573   78.305604
33 2025-10-31  53.652401   28.088963   79.417465
34 2025-11-30  53.965772   28.147457   77.389652
Forecast for North America and Product 884:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.330399   16.205487   46.890649
31 2025-08-31  32.035914   17.640479   46.924156
32 2025-09-30  31.750928   16.186173   46.323846
33 2025-10-31  31.456442   17.259183   46.775907
34 2025-11-30  31.171456   15.705994   46.710259
14:16:35 - cmdstanpy - INFO - Chain [1] start processing
14:16:35 - cmdstanpy - INFO - Chain [1] done processing
14:16:35 - cmdstanpy - INFO - Chain [1] start processing
14:16:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 885:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.994215   17.670045   50.628794
31 2025-08-31  32.733655   15.544425   47.990754
32 2025-09-30  32.481500   17.280885   48.169343
33 2025-10-31  32.220941   17.329989   47.870387
34 2025-11-30  31.968786   15.570360   47.992425
Forecast for North America and Product 886:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.411797    3.401325   51.391697
31 2025-08-31  25.733136    2.457423   49.181767
32 2025-09-30  25.076368   -1.535619   47.628801
33 2025-10-31  24.397707    0.528558   47.819342
34 2025-11-30  23.740938   -0.213000   47.723818
14:16:35 - cmdstanpy - INFO - Chain [1] start processing
14:16:35 - cmdstanpy - INFO - Chain [1] done processing
14:16:35 - cmdstanpy - INFO - Chain [1] start processing
14:16:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 887:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.499767   25.789078   61.628572
31 2025-08-31  44.550054   25.662705   63.349532
32 2025-09-30  44.598718   25.452347   63.963074
33 2025-10-31  44.649005   26.405109   63.098978
34 2025-11-30  44.697669   25.865935   63.942315
14:16:36 - cmdstanpy - INFO - Chain [1] start processing
14:16:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 888:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.495558   10.027853   42.015465
31 2025-08-31  25.977426    9.806391   41.459333
32 2025-09-30  25.476008    9.818426   41.430404
33 2025-10-31  24.957877    8.789324   41.600068
34 2025-11-30  24.456459    8.184269   40.247218
Forecast for North America and Product 889:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.829135   17.007566   57.409475
31 2025-08-31  36.584453   17.869340   55.484936
32 2025-09-30  36.347664   15.804959   55.019028
33 2025-10-31  36.102983   17.913133   55.985097
34 2025-11-30  35.866194   17.008983   54.987982
14:16:36 - cmdstanpy - INFO - Chain [1] start processing
14:16:36 - cmdstanpy - INFO - Chain [1] done processing
14:16:36 - cmdstanpy - INFO - Chain [1] start processing
14:16:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 890:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.698108   16.120869   61.094844
31 2025-08-31  37.306580   14.283942   59.720114
32 2025-09-30  36.927681   14.667621   58.765159
33 2025-10-31  36.536152   12.410553   59.769962
34 2025-11-30  36.157254   15.495653   59.447330
Forecast for North America and Product 891:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.127849   17.127863   52.034454
31 2025-08-31  33.798698   17.096377   50.212434
32 2025-09-30  33.480166   15.982638   50.378810
33 2025-10-31  33.151015   16.286082   50.064675
34 2025-11-30  32.832482   15.402476   49.087782
14:16:36 - cmdstanpy - INFO - Chain [1] start processing
14:16:36 - cmdstanpy - INFO - Chain [1] done processing
14:16:36 - cmdstanpy - INFO - Chain [1] start processing
14:16:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 892:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.672408   13.405758   49.943369
31 2025-08-31  29.919650    9.589203   49.170796
32 2025-09-30  29.191173   10.335870   46.847743
33 2025-10-31  28.438415   10.434196   48.430612
34 2025-11-30  27.709938    8.437096   46.209638
Forecast for North America and Product 893:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.016765   13.715731   59.517335
31 2025-08-31  36.480341   14.039425   58.975413
32 2025-09-30  35.961220   11.336708   58.303910
33 2025-10-31  35.424795   13.304454   59.619710
34 2025-11-30  34.905674   11.339854   59.409898
14:16:36 - cmdstanpy - INFO - Chain [1] start processing
14:16:36 - cmdstanpy - INFO - Chain [1] done processing
14:16:37 - cmdstanpy - INFO - Chain [1] start processing
14:16:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 894:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.838458    9.066128   39.566556
31 2025-08-31  23.158996    7.626443   39.441702
32 2025-09-30  22.501453    7.386089   37.226179
33 2025-10-31  21.821991    7.249844   36.447653
34 2025-11-30  21.164447    6.233450   35.095700
Forecast for North America and Product 895:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.265395   11.310971   53.106371
31 2025-08-31  32.160369   11.830173   52.959120
32 2025-09-30  32.058732   10.786183   52.236500
33 2025-10-31  31.953706   10.287640   52.056395
34 2025-11-30  31.852069   10.567648   52.750596
14:16:37 - cmdstanpy - INFO - Chain [1] start processing
14:16:37 - cmdstanpy - INFO - Chain [1] done processing
14:16:37 - cmdstanpy - INFO - Chain [1] start processing
14:16:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 896:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.249204   28.720455   67.256284
31 2025-08-31  48.567067   28.085536   68.750042
32 2025-09-30  48.874677   28.847479   69.079451
33 2025-10-31  49.192540   27.449245   69.802561
34 2025-11-30  49.500150   28.402458   68.926360
Forecast for North America and Product 897:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.470297   27.260483   61.131009
31 2025-08-31  44.448963   27.324422   61.975574
32 2025-09-30  44.428318   27.040389   61.113784
33 2025-10-31  44.406984   26.953190   61.624987
34 2025-11-30  44.386338   26.323566   61.580984
14:16:37 - cmdstanpy - INFO - Chain [1] start processing
14:16:37 - cmdstanpy - INFO - Chain [1] done processing
14:16:37 - cmdstanpy - INFO - Chain [1] start processing
14:16:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 898:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.837406   11.484451   52.170493
31 2025-08-31  32.360421   11.902275   52.403995
32 2025-09-30  31.898822   10.455960   50.859358
33 2025-10-31  31.421836   11.592284   50.998094
34 2025-11-30  30.960237   10.511181   51.151670
Forecast for North America and Product 899:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.387875   22.443429   60.484384
31 2025-08-31  41.357772   22.189158   60.992796
32 2025-09-30  41.328641   21.605556   60.389272
33 2025-10-31  41.298538   22.783767   62.649080
34 2025-11-30  41.269407   21.760660   61.009673
14:16:37 - cmdstanpy - INFO - Chain [1] start processing
14:16:37 - cmdstanpy - INFO - Chain [1] done processing
14:16:38 - cmdstanpy - INFO - Chain [1] start processing
14:16:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 900:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.634899   14.530128   47.026709
31 2025-08-31  30.084577   13.470684   45.559697
32 2025-09-30  29.552007   12.526257   46.749900
33 2025-10-31  29.001685   12.481930   44.890872
34 2025-11-30  28.469115   12.638252   45.258564
Forecast for North America and Product 901:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.134401   28.185684   69.635938
31 2025-08-31  50.815240   29.437683   72.732835
32 2025-09-30  51.474117   30.525100   72.840478
33 2025-10-31  52.154956   31.098570   73.879240
34 2025-11-30  52.813833   32.416928   76.249417
14:16:38 - cmdstanpy - INFO - Chain [1] start processing
14:16:38 - cmdstanpy - INFO - Chain [1] done processing
14:16:38 - cmdstanpy - INFO - Chain [1] start processing
14:16:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 902:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.683598   29.415843   64.031725
31 2025-08-31  46.855569   29.222322   64.028439
32 2025-09-30  47.021993   30.091025   63.902496
33 2025-10-31  47.193964   30.887699   62.232064
34 2025-11-30  47.360388   29.717378   64.858625
Forecast for North America and Product 903:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.287468   39.465455   68.908037
31 2025-08-31  54.890288   38.595115   70.773974
32 2025-09-30  55.473663   38.808133   70.785345
33 2025-10-31  56.076483   40.525331   72.749177
34 2025-11-30  56.659857   41.425477   73.040682
14:16:38 - cmdstanpy - INFO - Chain [1] start processing
14:16:38 - cmdstanpy - INFO - Chain [1] done processing
14:16:38 - cmdstanpy - INFO - Chain [1] start processing
14:16:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 904:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.988510   34.356752   68.600528
31 2025-08-31  52.803783   34.563490   71.566565
32 2025-09-30  53.592757   36.476995   71.556036
33 2025-10-31  54.408030   35.700286   72.402490
34 2025-11-30  55.197003   37.039334   74.068198
Forecast for North America and Product 905:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.150108   26.608284   67.975240
31 2025-08-31  47.504296   27.099204   68.767381
32 2025-09-30  47.847059   25.872928   70.583581
33 2025-10-31  48.201247   25.843773   70.243137
34 2025-11-30  48.544010   28.081953   69.576554
14:16:38 - cmdstanpy - INFO - Chain [1] start processing
14:16:39 - cmdstanpy - INFO - Chain [1] done processing
14:16:39 - cmdstanpy - INFO - Chain [1] start processing
14:16:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 906:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.134764   14.317027   50.808333
31 2025-08-31  31.533408   13.970572   48.608548
32 2025-09-30  30.951450   11.739301   48.983929
33 2025-10-31  30.350094   13.270302   48.116205
34 2025-11-30  29.768136   11.583135   46.680525
Forecast for North America and Product 907:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.559629   39.423315   85.950361
31 2025-08-31  62.500713   38.772558   86.492746
32 2025-09-30  63.411438   39.109708   86.985342
33 2025-10-31  64.352522   39.510053   85.929704
34 2025-11-30  65.263248   42.672714   87.284074
14:16:39 - cmdstanpy - INFO - Chain [1] start processing
14:16:39 - cmdstanpy - INFO - Chain [1] done processing
14:16:39 - cmdstanpy - INFO - Chain [1] start processing
14:16:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 908:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.844324   23.232298   69.101885
31 2025-08-31  46.273089   24.381222   69.411621
32 2025-09-30  46.688022   25.116379   69.195662
33 2025-10-31  47.116786   25.755592   70.888849
34 2025-11-30  47.531720   25.432816   69.126101
Forecast for North America and Product 909:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  70.407411   47.585222   93.763278
31 2025-08-31  71.995540   48.820912   94.983271
32 2025-09-30  73.532440   50.116733   97.206185
33 2025-10-31  75.120569   50.706354   97.553424
34 2025-11-30  76.657468   52.922412  101.384445
14:16:39 - cmdstanpy - INFO - Chain [1] start processing
14:16:39 - cmdstanpy - INFO - Chain [1] done processing
14:16:39 - cmdstanpy - INFO - Chain [1] start processing
14:16:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 910:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.171394   17.822591   49.113850
31 2025-08-31  32.964182   17.215329   49.559770
32 2025-09-30  32.763653   16.724403   48.152044
33 2025-10-31  32.556441   16.454324   50.169913
34 2025-11-30  32.355912   16.522980   47.627722
Forecast for North America and Product 911:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.652567   21.860963   66.489723
31 2025-08-31  43.712992   21.520853   63.513919
32 2025-09-30  43.771468   21.613361   64.689602
33 2025-10-31  43.831893   20.078743   66.198930
34 2025-11-30  43.890369   22.173806   65.319731
14:16:40 - cmdstanpy - INFO - Chain [1] start processing
14:16:40 - cmdstanpy - INFO - Chain [1] done processing
14:16:40 - cmdstanpy - INFO - Chain [1] start processing
14:16:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 912:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.351687   32.173715   81.176378
31 2025-08-31  57.098071   33.225649   80.973495
32 2025-09-30  57.820378   34.002657   81.828206
33 2025-10-31  58.566761   33.231128   82.377694
34 2025-11-30  59.289068   33.800052   82.938763
Forecast for North America and Product 913:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.814181   18.937662   64.809476
31 2025-08-31  41.825438   19.881940   65.545900
32 2025-09-30  41.836333   18.220082   63.502316
33 2025-10-31  41.847590   16.813184   64.959971
34 2025-11-30  41.858485   16.612603   66.285180
14:16:40 - cmdstanpy - INFO - Chain [1] start processing
14:16:40 - cmdstanpy - INFO - Chain [1] done processing
14:16:40 - cmdstanpy - INFO - Chain [1] start processing
14:16:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 914:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.965605   16.804205   64.291981
31 2025-08-31  40.944517   16.793466   65.299256
32 2025-09-30  40.924109   18.116695   64.147460
33 2025-10-31  40.903021   16.157338   64.837739
34 2025-11-30  40.882613   13.852842   63.396592
Forecast for North America and Product 915:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.245511   15.814236   62.817634
31 2025-08-31  39.352388   13.272758   62.373256
32 2025-09-30  39.455817   15.887768   62.425468
33 2025-10-31  39.562694   16.255952   63.175871
34 2025-11-30  39.666123   17.211063   62.991750
14:16:40 - cmdstanpy - INFO - Chain [1] start processing
14:16:40 - cmdstanpy - INFO - Chain [1] done processing
14:16:40 - cmdstanpy - INFO - Chain [1] start processing
14:16:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 916:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.802861   29.793543   63.914601
31 2025-08-31  45.811079   28.923785   62.974218
32 2025-09-30  45.819032   29.577042   63.253876
33 2025-10-31  45.827250   29.697642   62.252347
34 2025-11-30  45.835203   28.030803   64.206522
14:16:41 - cmdstanpy - INFO - Chain [1] start processing
14:16:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 917:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.328102    1.345922   47.012260
31 2025-08-31  23.334788   -0.342246   46.240091
32 2025-09-30  22.373516   -1.823418   45.121038
33 2025-10-31  21.380202   -1.324830   44.812661
34 2025-11-30  20.418930   -4.063461   43.632647
Forecast for North America and Product 918:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.005809   29.066651   65.622078
31 2025-08-31  47.596271   29.499868   67.444204
32 2025-09-30  48.167685   28.353043   67.908404
33 2025-10-31  48.758147   30.259501   66.356181
34 2025-11-30  49.329561   30.745088   68.238865
14:16:41 - cmdstanpy - INFO - Chain [1] start processing
14:16:41 - cmdstanpy - INFO - Chain [1] done processing
14:16:41 - cmdstanpy - INFO - Chain [1] start processing
14:16:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 919:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.489415    5.734413   61.915053
31 2025-08-31  32.070628    4.844362   58.280656
32 2025-09-30  31.665350    3.753143   59.143646
33 2025-10-31  31.246563    2.076496   58.468703
34 2025-11-30  30.841285    2.988369   58.792007
Forecast for North America and Product 920:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.151681   33.358688   70.546371
31 2025-08-31  54.128596   36.680640   70.699368
32 2025-09-30  55.073997   37.184733   72.073572
33 2025-10-31  56.050912   38.578192   74.261875
34 2025-11-30  56.996313   39.646654   74.450478
14:16:41 - cmdstanpy - INFO - Chain [1] start processing
14:16:41 - cmdstanpy - INFO - Chain [1] done processing
14:16:41 - cmdstanpy - INFO - Chain [1] start processing
14:16:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 921:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.472089   28.527118   69.095873
31 2025-08-31  50.021607   30.646913   70.092298
32 2025-09-30  50.553398   32.134828   70.275607
33 2025-10-31  51.102916   31.259038   72.285495
34 2025-11-30  51.634707   31.586756   70.624574
Forecast for North America and Product 922:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.527248   20.153093   54.400321
31 2025-08-31  37.192434   19.800391   55.350474
32 2025-09-30  36.868421   19.423999   55.049265
33 2025-10-31  36.533608   19.315201   53.071824
34 2025-11-30  36.209595   19.331164   52.016673
14:16:41 - cmdstanpy - INFO - Chain [1] start processing
14:16:41 - cmdstanpy - INFO - Chain [1] done processing
14:16:42 - cmdstanpy - INFO - Chain [1] start processing
14:16:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 923:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.077376   10.886809   51.217163
31 2025-08-31  30.517848   11.836753   50.752348
32 2025-09-30  29.976368    9.400852   52.081865
33 2025-10-31  29.416839    9.295474   48.961346
34 2025-11-30  28.875360    7.870655   48.372292
Forecast for North America and Product 924:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.467878   12.775342   47.996203
31 2025-08-31  29.198069   11.467140   47.185493
32 2025-09-30  28.936964    9.830773   45.919287
33 2025-10-31  28.667155   10.917784   46.003020
34 2025-11-30  28.406049   11.062670   45.146155
14:16:42 - cmdstanpy - INFO - Chain [1] start processing
14:16:42 - cmdstanpy - INFO - Chain [1] done processing
14:16:42 - cmdstanpy - INFO - Chain [1] start processing
14:16:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 925:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.258222   23.277060   61.654193
31 2025-08-31  41.283553   22.922660   60.728614
32 2025-09-30  41.308067   22.758411   60.412803
33 2025-10-31  41.333397   22.897191   61.021596
34 2025-11-30  41.357911   23.239037   60.580337
Forecast for North America and Product 926:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.939311   26.473846   58.529737
31 2025-08-31  43.221886   27.042134   58.950372
32 2025-09-30  43.495346   26.726178   59.479367
33 2025-10-31  43.777922   27.315242   59.978206
34 2025-11-30  44.051382   27.581571   60.233161
14:16:42 - cmdstanpy - INFO - Chain [1] start processing
14:16:42 - cmdstanpy - INFO - Chain [1] done processing
14:16:42 - cmdstanpy - INFO - Chain [1] start processing
14:16:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 927:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.714291   13.000544   56.681599
31 2025-08-31  35.596395   16.291328   56.622867
32 2025-09-30  35.482303   13.736775   56.805244
33 2025-10-31  35.364408   14.799169   58.034229
34 2025-11-30  35.250315   12.096291   57.343419
Forecast for North America and Product 928:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.422505    9.676942   49.419890
31 2025-08-31  29.871981    9.465041   49.451055
32 2025-09-30  29.339216    9.396815   47.423424
33 2025-10-31  28.788692    8.049084   48.977411
34 2025-11-30  28.255927    6.632582   46.731588
14:16:42 - cmdstanpy - INFO - Chain [1] start processing
14:16:43 - cmdstanpy - INFO - Chain [1] done processing
14:16:43 - cmdstanpy - INFO - Chain [1] start processing
14:16:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 929:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.094775   24.025505   62.962517
31 2025-08-31  44.206286   24.565862   64.958673
32 2025-09-30  44.314200   23.604529   64.409327
33 2025-10-31  44.425712   25.736103   63.603865
34 2025-11-30  44.533626   25.182292   62.883596
Forecast for North America and Product 930:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.313310   32.802804   70.146642
31 2025-08-31  51.749496   31.816081   69.795982
32 2025-09-30  52.171612   33.827834   71.711976
33 2025-10-31  52.607798   34.135647   72.138532
34 2025-11-30  53.029913   33.916044   71.801882
14:16:43 - cmdstanpy - INFO - Chain [1] start processing
14:16:43 - cmdstanpy - INFO - Chain [1] done processing
14:16:43 - cmdstanpy - INFO - Chain [1] start processing
14:16:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 931:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.118152   34.559071   80.968376
31 2025-08-31  57.848405   33.921464   82.005660
32 2025-09-30  58.555102   34.189752   81.812414
33 2025-10-31  59.285355   33.388680   81.612277
34 2025-11-30  59.992052   35.531518   83.827227
Forecast for North America and Product 932:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.631551    3.775372   54.041111
31 2025-08-31  29.038779    5.941109   52.317680
32 2025-09-30  28.465130    5.156894   50.447939
33 2025-10-31  27.872358    4.890482   50.011139
34 2025-11-30  27.298708    3.799085   49.100023
14:16:43 - cmdstanpy - INFO - Chain [1] start processing
14:16:43 - cmdstanpy - INFO - Chain [1] done processing
14:16:43 - cmdstanpy - INFO - Chain [1] start processing
14:16:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 933:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.633482   -0.954921   46.647306
31 2025-08-31  23.027366    0.568899   49.461426
32 2025-09-30  22.440803   -0.704297   47.242543
33 2025-10-31  21.834687   -2.921913   46.862573
34 2025-11-30  21.248123   -4.877566   45.271099
Forecast for North America and Product 934:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.688962    6.007272   44.728759
31 2025-08-31  24.712404    5.720304   45.511870
32 2025-09-30  23.767347    2.630506   42.216851
33 2025-10-31  22.790789    2.291156   43.197031
34 2025-11-30  21.845732    1.150515   42.858061
14:16:44 - cmdstanpy - INFO - Chain [1] start processing
14:16:44 - cmdstanpy - INFO - Chain [1] done processing
14:16:44 - cmdstanpy - INFO - Chain [1] start processing
14:16:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 935:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.555602   21.513378   55.746671
31 2025-08-31  38.514420   22.042978   56.046741
32 2025-09-30  38.474567   20.889707   54.202785
33 2025-10-31  38.433385   21.332969   55.477040
34 2025-11-30  38.393531   22.337550   53.772047
Forecast for North America and Product 936:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.113056    6.683612   50.819961
31 2025-08-31  27.654809    5.422535   49.407350
32 2025-09-30  27.211344    6.890871   50.943665
33 2025-10-31  26.753096    4.702236   47.640708
34 2025-11-30  26.309631    5.811194   47.859980
14:16:44 - cmdstanpy - INFO - Chain [1] start processing
14:16:44 - cmdstanpy - INFO - Chain [1] done processing
14:16:44 - cmdstanpy - INFO - Chain [1] start processing
14:16:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 937:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.726989   37.563302   78.255265
31 2025-08-31  58.460896   37.690487   78.902479
32 2025-09-30  59.171129   38.292730   80.613073
33 2025-10-31  59.905037   39.982927   80.313068
34 2025-11-30  60.615270   39.437859   80.181067
Forecast for North America and Product 938:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.702004   11.387780   53.067305
31 2025-08-31  32.202495   11.897457   54.467398
32 2025-09-30  31.719099   10.564968   51.419421
33 2025-10-31  31.219590    8.753753   51.538243
34 2025-11-30  30.736194    9.767195   51.109129
14:16:44 - cmdstanpy - INFO - Chain [1] start processing
14:16:44 - cmdstanpy - INFO - Chain [1] done processing
14:16:44 - cmdstanpy - INFO - Chain [1] start processing
14:16:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 939:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.988249   23.719140   48.835154
31 2025-08-31  36.043052   23.293054   48.466599
32 2025-09-30  36.096087   22.873893   49.101727
33 2025-10-31  36.150890   21.889590   49.118349
34 2025-11-30  36.203925   23.896514   49.478214
Forecast for North America and Product 940:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.559425   17.771001   50.541988
31 2025-08-31  34.333720   19.213279   51.048957
32 2025-09-30  34.115296   18.570382   50.054760
33 2025-10-31  33.889591   18.104208   49.671390
34 2025-11-30  33.671166   17.715061   48.882203
14:16:45 - cmdstanpy - INFO - Chain [1] start processing
14:16:45 - cmdstanpy - INFO - Chain [1] done processing
14:16:45 - cmdstanpy - INFO - Chain [1] start processing
14:16:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 941:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.219963   27.159541   64.438931
31 2025-08-31  46.374442   28.146073   65.126623
32 2025-09-30  46.523937   28.600317   65.447995
33 2025-10-31  46.678416   28.306244   66.371932
34 2025-11-30  46.827912   27.840531   67.174067
Forecast for North America and Product 942:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.965972   17.579225   66.484671
31 2025-08-31  41.165518   17.079564   64.687897
32 2025-09-30  41.358628   16.539385   64.825789
33 2025-10-31  41.558174   18.270822   63.042805
34 2025-11-30  41.751283   19.340337   66.372869
14:16:45 - cmdstanpy - INFO - Chain [1] start processing
14:16:45 - cmdstanpy - INFO - Chain [1] done processing
14:16:45 - cmdstanpy - INFO - Chain [1] start processing
14:16:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 943:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.268181   13.968715   54.874711
31 2025-08-31  34.036951   11.954514   56.409282
32 2025-09-30  33.813180   13.607510   55.915746
33 2025-10-31  33.581951   12.819477   56.556538
34 2025-11-30  33.358180   10.163118   54.881654
Forecast for North America and Product 944:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  63.028749   42.326569   81.937747
31 2025-08-31  64.120425   44.174615   83.016154
32 2025-09-30  65.176885   45.768465   86.219295
33 2025-10-31  66.268562   46.465686   87.016902
34 2025-11-30  67.325022   47.212659   87.946543
14:16:45 - cmdstanpy - INFO - Chain [1] start processing
14:16:45 - cmdstanpy - INFO - Chain [1] done processing
14:16:45 - cmdstanpy - INFO - Chain [1] start processing
14:16:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 945:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.465708   17.686740   65.968503
31 2025-08-31  41.483955   16.408923   64.341334
32 2025-09-30  41.501614   17.115344   65.979599
33 2025-10-31  41.519862   16.527386   66.185017
34 2025-11-30  41.537520   17.763875   66.104070
Forecast for North America and Product 946:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.284965   22.007530   62.897876
31 2025-08-31  42.476078   22.518676   61.041631
32 2025-09-30  42.661026   22.801705   60.527950
33 2025-10-31  42.852139   23.820958   60.903859
34 2025-11-30  43.037087   23.554917   61.980041
14:16:46 - cmdstanpy - INFO - Chain [1] start processing
14:16:46 - cmdstanpy - INFO - Chain [1] done processing
14:16:46 - cmdstanpy - INFO - Chain [1] start processing
14:16:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 947:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.683799   21.964417   56.552871
31 2025-08-31  40.018881   22.649504   57.858873
32 2025-09-30  40.343153   23.462278   58.058128
33 2025-10-31  40.678235   23.412435   58.109078
34 2025-11-30  41.002507   23.950877   58.727603
Forecast for North America and Product 948:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.409384   25.300277   56.044379
31 2025-08-31  41.387596   27.098954   57.320233
32 2025-09-30  41.366510   26.355278   56.320603
33 2025-10-31  41.344722   26.064493   56.057838
34 2025-11-30  41.323636   27.452928   55.653424
14:16:46 - cmdstanpy - INFO - Chain [1] start processing
14:16:46 - cmdstanpy - INFO - Chain [1] done processing
14:16:46 - cmdstanpy - INFO - Chain [1] start processing
14:16:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 949:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.521845   -0.203748   44.860871
31 2025-08-31  21.656406   -1.114132   44.108676
32 2025-09-30  20.818884   -1.103838   43.442962
33 2025-10-31  19.953445   -2.959553   42.487025
34 2025-11-30  19.115923   -4.438717   41.017122
Forecast for North America and Product 950:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.770782   28.904638   72.627076
31 2025-08-31  51.476006   29.173817   74.184650
32 2025-09-30  52.158482   31.262190   74.945332
33 2025-10-31  52.863707   29.238321   74.988779
34 2025-11-30  53.546182   32.048574   75.193039
14:16:46 - cmdstanpy - INFO - Chain [1] start processing
14:16:46 - cmdstanpy - INFO - Chain [1] done processing
14:16:46 - cmdstanpy - INFO - Chain [1] start processing
14:16:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 951:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.463071    1.158545   57.358940
31 2025-08-31  28.819300   -0.131979   56.003282
32 2025-09-30  28.196295   -0.995752   54.668962
33 2025-10-31  27.552524    1.661288   53.640852
34 2025-11-30  26.929520   -1.320538   55.254140
Forecast for North America and Product 952:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.514258    8.131958   53.139697
31 2025-08-31  30.922238   10.019655   53.248891
32 2025-09-30  30.349316    8.160193   52.839991
33 2025-10-31  29.757296    7.698560   52.028956
34 2025-11-30  29.184374    8.016634   52.698195
14:16:47 - cmdstanpy - INFO - Chain [1] start processing
14:16:47 - cmdstanpy - INFO - Chain [1] done processing
14:16:47 - cmdstanpy - INFO - Chain [1] start processing
14:16:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 953:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.644917   27.451653   70.724163
31 2025-08-31  49.099031   26.790850   71.762374
32 2025-09-30  49.538496   28.277448   71.864293
33 2025-10-31  49.992611   26.732348   72.448931
34 2025-11-30  50.432076   29.304577   72.732731
Forecast for North America and Product 954:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.812533   41.203544   74.362909
31 2025-08-31  58.571511   43.103974   74.232866
32 2025-09-30  59.306005   44.279931   75.143906
33 2025-10-31  60.064982   44.110439   76.982066
34 2025-11-30  60.799476   42.785043   77.261341
14:16:47 - cmdstanpy - INFO - Chain [1] start processing
14:16:47 - cmdstanpy - INFO - Chain [1] done processing
14:16:47 - cmdstanpy - INFO - Chain [1] start processing
14:16:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 955:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.843641   15.986858   60.081398
31 2025-08-31  38.919051   19.983548   61.945826
32 2025-09-30  38.992029   17.453636   61.052604
33 2025-10-31  39.067439   17.802710   59.386711
34 2025-11-30  39.140417   17.106569   59.695333
Forecast for North America and Product 956:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.935219   12.544339   45.571929
31 2025-08-31  28.371988   11.944643   45.484321
32 2025-09-30  27.826925   11.282080   44.454809
33 2025-10-31  27.263694   10.790074   44.242798
34 2025-11-30  26.718631    9.959354   45.019927
14:16:47 - cmdstanpy - INFO - Chain [1] start processing
14:16:47 - cmdstanpy - INFO - Chain [1] done processing
14:16:47 - cmdstanpy - INFO - Chain [1] start processing
14:16:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 957:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.441515   20.823253   50.288591
31 2025-08-31  35.628389   20.989122   49.894338
32 2025-09-30  35.809235   21.721262   50.638876
33 2025-10-31  35.996109   21.734552   49.466575
34 2025-11-30  36.176955   22.091416   50.729306
Forecast for North America and Product 958:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.117946   13.324437   55.558846
31 2025-08-31  34.019573   12.942869   56.749527
32 2025-09-30  33.924373   12.476015   54.163751
33 2025-10-31  33.826000   12.269943   55.584592
34 2025-11-30  33.730800   12.649150   56.900957
14:16:48 - cmdstanpy - INFO - Chain [1] start processing
14:16:48 - cmdstanpy - INFO - Chain [1] done processing
14:16:48 - cmdstanpy - INFO - Chain [1] start processing
14:16:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 959:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.698678   12.848105   52.337280
31 2025-08-31  31.391693   10.742252   50.883146
32 2025-09-30  31.094612   10.428708   49.785670
33 2025-10-31  30.787627   12.005078   51.539938
34 2025-11-30  30.490546   10.031381   50.346280
Forecast for North America and Product 960:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.013673   20.044293   64.624221
31 2025-08-31  41.218700   15.884109   65.377947
32 2025-09-30  41.417113   18.100730   63.255013
33 2025-10-31  41.622140   17.218424   66.204190
34 2025-11-30  41.820552   18.604739   65.917535
14:16:48 - cmdstanpy - INFO - Chain [1] start processing
14:16:48 - cmdstanpy - INFO - Chain [1] done processing
14:16:48 - cmdstanpy - INFO - Chain [1] start processing
14:16:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 961:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.039368   11.863827   43.885757
31 2025-08-31  27.305236   11.928598   44.032096
32 2025-09-30  26.594785   11.042991   42.602089
33 2025-10-31  25.860653   11.508158   40.755396
34 2025-11-30  25.150202   10.377973   39.752925
Forecast for North America and Product 962:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.087680   -1.897690   34.255329
31 2025-08-31  15.070105   -3.030071   33.887514
32 2025-09-30  14.085354   -4.391723   32.952676
33 2025-10-31  13.067779   -3.972660   32.309430
34 2025-11-30  12.083029   -6.491352   31.106154
14:16:48 - cmdstanpy - INFO - Chain [1] start processing
14:16:48 - cmdstanpy - INFO - Chain [1] done processing
14:16:48 - cmdstanpy - INFO - Chain [1] start processing
14:16:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 963:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.537048   16.841366   62.896095
31 2025-08-31  39.269610   15.046512   62.720455
32 2025-09-30  39.010800   14.933012   62.101605
33 2025-10-31  38.743362   13.474854   61.975659
34 2025-11-30  38.484551   14.859349   61.305026
Forecast for North America and Product 964:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.978126   13.715799   53.952732
31 2025-08-31  34.918865   15.150616   54.353676
32 2025-09-30  34.861515   16.001188   53.816198
33 2025-10-31  34.802253   15.624831   53.957027
34 2025-11-30  34.744903   15.397481   54.265604
14:16:49 - cmdstanpy - INFO - Chain [1] start processing
14:16:49 - cmdstanpy - INFO - Chain [1] done processing
14:16:49 - cmdstanpy - INFO - Chain [1] start processing
14:16:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 965:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.252015   17.067715   54.181979
31 2025-08-31  34.923487   16.603677   53.675947
32 2025-09-30  34.605555   16.596072   54.171471
33 2025-10-31  34.277027   15.612782   53.498320
34 2025-11-30  33.959096   13.467096   51.402041
Forecast for North America and Product 966:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.994712   14.211516   70.776420
31 2025-08-31  42.211280   12.747811   71.545247
32 2025-09-30  42.420862   13.680270   68.400245
33 2025-10-31  42.637430   15.378217   70.731634
34 2025-11-30  42.847011   15.570139   69.228132
14:16:49 - cmdstanpy - INFO - Chain [1] start processing
14:16:49 - cmdstanpy - INFO - Chain [1] done processing
14:16:49 - cmdstanpy - INFO - Chain [1] start processing
14:16:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 967:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.180295   39.278769   67.611717
31 2025-08-31  53.884442   38.532348   67.484198
32 2025-09-30  54.565875   40.804064   68.612468
33 2025-10-31  55.270022   41.424942   70.343661
34 2025-11-30  55.951455   41.495465   69.618079
Forecast for North America and Product 968:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.118081   25.607168   64.530825
31 2025-08-31  45.114958   25.693300   65.172596
32 2025-09-30  45.111936   25.511923   65.145773
33 2025-10-31  45.108813   26.737550   63.913396
34 2025-11-30  45.105791   24.219935   64.649897
14:16:49 - cmdstanpy - INFO - Chain [1] start processing
14:16:49 - cmdstanpy - INFO - Chain [1] done processing
14:16:50 - cmdstanpy - INFO - Chain [1] start processing
14:16:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 969:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.898520   29.110679   62.196799
31 2025-08-31  46.140200   28.602839   62.823224
32 2025-09-30  46.374084   29.643235   62.245824
33 2025-10-31  46.615764   28.916011   62.384016
34 2025-11-30  46.849649   31.581132   63.093516
Forecast for North America and Product 970:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.593482   19.171454   62.470325
31 2025-08-31  39.704614   18.551124   62.557453
32 2025-09-30  39.812161   17.062898   62.363614
33 2025-10-31  39.923293   17.780985   62.392077
34 2025-11-30  40.030840   17.804265   62.514457
14:16:50 - cmdstanpy - INFO - Chain [1] start processing
14:16:50 - cmdstanpy - INFO - Chain [1] done processing
14:16:50 - cmdstanpy - INFO - Chain [1] start processing
14:16:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 971:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.011315   26.085010   65.682290
31 2025-08-31  46.194001   25.180724   66.805313
32 2025-09-30  46.370795   25.889778   66.621213
33 2025-10-31  46.553481   25.356034   65.322390
34 2025-11-30  46.730274   24.022590   66.075467
Forecast for North America and Product 972:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.857914   12.128073   49.709772
31 2025-08-31  30.382132   12.543554   47.715624
32 2025-09-30  29.921697   10.765632   49.229042
33 2025-10-31  29.445915   10.706351   47.011989
34 2025-11-30  28.985481   11.512339   47.416339
14:16:50 - cmdstanpy - INFO - Chain [1] start processing
14:16:50 - cmdstanpy - INFO - Chain [1] done processing
14:16:50 - cmdstanpy - INFO - Chain [1] start processing
14:16:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 973:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.543986    5.675474   46.423793
31 2025-08-31  24.542442    3.496230   47.193186
32 2025-09-30  23.573205    3.271654   43.934467
33 2025-10-31  22.571661    1.756992   43.853010
34 2025-11-30  21.602425    0.997101   43.300974
Forecast for North America and Product 974:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.944230   12.507871   56.314270
31 2025-08-31  34.526433   12.427526   54.750160
32 2025-09-30  34.122113   14.031920   54.861595
33 2025-10-31  33.704316   12.353375   53.593187
34 2025-11-30  33.299996   12.622005   52.941966
14:16:50 - cmdstanpy - INFO - Chain [1] start processing
14:16:50 - cmdstanpy - INFO - Chain [1] done processing
14:16:51 - cmdstanpy - INFO - Chain [1] start processing
14:16:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 975:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.068858   28.644619   65.146311
31 2025-08-31  47.673434   28.864173   65.830244
32 2025-09-30  48.258509   28.504640   67.401469
33 2025-10-31  48.863085   28.715828   66.543535
34 2025-11-30  49.448160   30.320334   69.722364
Forecast for North America and Product 976:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.500240   26.639607   60.533251
31 2025-08-31  43.628193   26.915895   60.975082
32 2025-09-30  43.752019   25.923085   61.031419
33 2025-10-31  43.879973   25.528947   61.063091
34 2025-11-30  44.003799   27.275170   62.225829
14:16:51 - cmdstanpy - INFO - Chain [1] start processing
14:16:51 - cmdstanpy - INFO - Chain [1] done processing
14:16:51 - cmdstanpy - INFO - Chain [1] start processing
14:16:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 977:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.925305   11.649900   50.901956
31 2025-08-31  31.294619   11.617430   49.014417
32 2025-09-30  30.684279   11.690991   50.123229
33 2025-10-31  30.053594   11.315537   49.631120
34 2025-11-30  29.443253    9.321326   47.314869
14:16:51 - cmdstanpy - INFO - Chain [1] start processing
14:16:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 978:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.971513   17.614213   48.546879
31 2025-08-31  32.907728   17.910113   46.286817
32 2025-09-30  32.846001   18.245706   47.897161
33 2025-10-31  32.782217   17.963037   48.666959
34 2025-11-30  32.720490   17.882827   48.162586
14:16:51 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 979:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.346503   22.516329   59.272854
31 2025-08-31  41.132458   22.362368   60.190994
32 2025-09-30  40.925317   22.591053   58.526478
33 2025-10-31  40.711272   23.753627   58.276131
34 2025-11-30  40.504132   22.351841   58.213454
14:16:51 - cmdstanpy - INFO - Chain [1] done processing
14:16:52 - cmdstanpy - INFO - Chain [1] start processing
Forecast for North America and Product 980:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.675707   17.021266   53.861679
31 2025-08-31  34.310752   14.817765   53.593918
32 2025-09-30  33.957569   13.660029   51.770980
33 2025-10-31  33.592614   14.979211   51.970451
34 2025-11-30  33.239431   13.920723   51.380372
14:16:52 - cmdstanpy - INFO - Chain [1] done processing
14:16:52 - cmdstanpy - INFO - Chain [1] start processing
14:16:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 981:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.828748   15.809085   50.026728
31 2025-08-31  32.432540   14.593940   48.638988
32 2025-09-30  32.049113   15.620094   48.091728
33 2025-10-31  31.652905   13.662910   48.844071
34 2025-11-30  31.269478   13.828070   49.105839
14:16:52 - cmdstanpy - INFO - Chain [1] start processing
14:16:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 982:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.002277    8.102679   56.463973
31 2025-08-31  32.755356    8.709993   56.826643
32 2025-09-30  32.516401    6.578236   57.657439
33 2025-10-31  32.269480    7.729561   54.981328
34 2025-11-30  32.030524    7.901045   56.523142
Forecast for North America and Product 983:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  58.029650   36.744220   78.491334
30 2025-08-31  58.972168   38.151272   78.561391
31 2025-09-30  59.884283   38.731211   80.182563
32 2025-10-31  60.826801   39.457100   80.706287
33 2025-11-30  61.738915   41.318768   83.591247
14:16:52 - cmdstanpy - INFO - Chain [1] start processing
14:16:52 - cmdstanpy - INFO - Chain [1] done processing
14:16:52 - cmdstanpy - INFO - Chain [1] start processing
14:16:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 984:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.187840   22.096686   61.895186
31 2025-08-31  42.179177   23.093049   63.088377
32 2025-09-30  42.170793   22.241723   62.726820
33 2025-10-31  42.162130   22.812523   61.076789
34 2025-11-30  42.153746   22.124838   61.534080
Forecast for North America and Product 985:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.141610   23.249950   64.728621
31 2025-08-31  43.403809   22.151613   63.619738
32 2025-09-30  43.657549   20.634972   65.706922
33 2025-10-31  43.919748   23.697965   64.529852
34 2025-11-30  44.173488   22.331725   65.852722
14:16:53 - cmdstanpy - INFO - Chain [1] start processing
14:16:53 - cmdstanpy - INFO - Chain [1] done processing
14:16:53 - cmdstanpy - INFO - Chain [1] start processing
14:16:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 986:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.878915   12.450613   40.955390
31 2025-08-31  26.261848   12.503181   39.890586
32 2025-09-30  25.664686   11.555747   39.696287
33 2025-10-31  25.047619   11.657155   37.834367
34 2025-11-30  24.450457   10.328982   37.161950
Forecast for North America and Product 987:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.167802   12.105894   40.109643
31 2025-08-31  25.794713   11.951998   41.175916
32 2025-09-30  25.433660   10.663742   38.395046
33 2025-10-31  25.060571   11.042769   39.313533
34 2025-11-30  24.699518   10.562726   39.596059
14:16:53 - cmdstanpy - INFO - Chain [1] start processing
14:16:53 - cmdstanpy - INFO - Chain [1] done processing
14:16:53 - cmdstanpy - INFO - Chain [1] start processing
14:16:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 988:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.756291   24.006355   64.009876
31 2025-08-31  43.964713   26.280062   62.169435
32 2025-09-30  44.166412   25.282096   63.853928
33 2025-10-31  44.374834   24.832301   63.654851
34 2025-11-30  44.576532   25.637139   62.646692
Forecast for North America and Product 989:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.668489   21.476249   57.355098
31 2025-08-31  39.778379   21.338580   58.954157
32 2025-09-30  39.884724   21.265670   57.792015
33 2025-10-31  39.994613   22.161169   58.762463
34 2025-11-30  40.100958   21.470884   58.543910
14:16:53 - cmdstanpy - INFO - Chain [1] start processing
14:16:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 990:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.874199   21.001106   65.218524
31 2025-08-31  42.910652   22.037455   64.159313
32 2025-09-30  42.945929   22.492375   63.823177
33 2025-10-31  42.982382   22.155064   64.518383
34 2025-11-30  43.017658   21.598894   65.062071
14:16:54 - cmdstanpy - INFO - Chain [1] start processing
14:16:54 - cmdstanpy - INFO - Chain [1] done processing
14:16:54 - cmdstanpy - INFO - Chain [1] start processing
14:16:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 991:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.354252   23.730886   76.535210
31 2025-08-31  49.623121   24.271777   77.914860
32 2025-09-30  49.883316   24.831962   75.886426
33 2025-10-31  50.152185   24.069296   77.721086
34 2025-11-30  50.412380   24.067179   75.986123
Forecast for North America and Product 992:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.460503   16.198888   52.323355
31 2025-08-31  34.359446   15.423707   53.171382
32 2025-09-30  34.261649   14.432633   53.099585
33 2025-10-31  34.160592   14.803114   52.868824
34 2025-11-30  34.062796   14.747835   53.353226
14:16:54 - cmdstanpy - INFO - Chain [1] start processing
14:16:54 - cmdstanpy - INFO - Chain [1] done processing
14:16:54 - cmdstanpy - INFO - Chain [1] start processing
14:16:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 993:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.955823   -1.746532   43.758733
31 2025-08-31  21.103039   -2.433102   43.776951
32 2025-09-30  20.277765   -1.078079   41.735630
33 2025-10-31  19.424981   -2.613016   41.873350
34 2025-11-30  18.599706   -3.873910   39.427408
Forecast for North America and Product 994:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.143269   27.686773   65.206875
31 2025-08-31  46.516822   27.567711   64.680742
32 2025-09-30  46.878325   27.937893   65.093806
33 2025-10-31  47.251878   29.440509   65.523712
34 2025-11-30  47.613380   29.037142   65.912638
14:16:54 - cmdstanpy - INFO - Chain [1] start processing
14:16:54 - cmdstanpy - INFO - Chain [1] done processing
14:16:54 - cmdstanpy - INFO - Chain [1] start processing
14:16:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 995:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.036865   17.625724   50.600609
31 2025-08-31  33.936476   16.583351   49.649693
32 2025-09-30  33.839326   17.789524   50.010275
33 2025-10-31  33.738937   17.447233   50.318376
34 2025-11-30  33.641786   16.443735   50.597255
Forecast for North America and Product 996:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.501398   26.140901   57.404774
31 2025-08-31  41.815068   26.132030   58.847195
32 2025-09-30  42.118621   26.620589   58.571085
33 2025-10-31  42.432291   27.540156   59.316032
34 2025-11-30  42.735844   25.970543   57.759185
14:16:55 - cmdstanpy - INFO - Chain [1] start processing
14:16:55 - cmdstanpy - INFO - Chain [1] done processing
14:16:55 - cmdstanpy - INFO - Chain [1] start processing
14:16:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 997:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.816765   10.322755   44.024551
31 2025-08-31  25.888649    8.811975   43.601461
32 2025-09-30  24.990472    7.206993   43.214442
33 2025-10-31  24.062355    6.676836   41.586302
34 2025-11-30  23.164178    6.562333   40.429614
14:16:55 - cmdstanpy - INFO - Chain [1] start processing
14:16:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for North America and Product 998:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.659189   30.436879   62.223912
31 2025-08-31  47.070332   30.492309   63.520566
32 2025-09-30  47.468212   31.352453   64.279368
33 2025-10-31  47.879355   30.357525   65.606742
34 2025-11-30  48.277235   30.572444   65.178292
Forecast for North America and Product 999:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.018684   27.504775   52.651304
31 2025-08-31  39.870497   27.832620   52.042434
32 2025-09-30  39.727089   27.668819   51.757398
33 2025-10-31  39.578902   28.349347   50.861921
34 2025-11-30  39.435494   28.222936   50.900001
14:16:55 - cmdstanpy - INFO - Chain [1] start processing
14:16:55 - cmdstanpy - INFO - Chain [1] done processing
14:16:55 - cmdstanpy - INFO - Chain [1] start processing
14:16:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 100:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.221610   16.721320   47.395726
31 2025-08-31  32.104390   15.216635   48.132489
32 2025-09-30  31.990951   15.901809   47.344132
33 2025-10-31  31.873731   15.889034   47.621039
34 2025-11-30  31.760293   15.001720   47.485225
Forecast for South America and Product 101:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.915897   25.335112   70.746377
31 2025-08-31  47.170633   22.155277   71.313827
32 2025-09-30  47.417151   23.971713   72.208733
33 2025-10-31  47.671886   23.866282   70.076008
34 2025-11-30  47.918404   25.054024   70.234513
14:16:56 - cmdstanpy - INFO - Chain [1] start processing
14:16:56 - cmdstanpy - INFO - Chain [1] done processing
14:16:56 - cmdstanpy - INFO - Chain [1] start processing
14:16:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 102:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.916360    8.878797   39.880210
31 2025-08-31  23.205884    7.486122   38.647806
32 2025-09-30  22.518327    7.084029   38.980439
33 2025-10-31  21.807851    6.306581   37.228093
34 2025-11-30  21.120293    6.391068   35.674630
Forecast for South America and Product 103:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.626172    9.752087   41.131279
31 2025-08-31  25.042347   10.039799   41.780028
32 2025-09-30  24.477354   10.204625   40.396585
33 2025-10-31  23.893529    8.888224   39.439619
34 2025-11-30  23.328536    9.047566   38.003366
14:16:56 - cmdstanpy - INFO - Chain [1] start processing
14:16:56 - cmdstanpy - INFO - Chain [1] done processing
14:16:56 - cmdstanpy - INFO - Chain [1] start processing
14:16:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 104:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.341544   26.446380   69.065054
31 2025-08-31  47.299490   24.426262   69.705212
32 2025-09-30  47.258793   23.592354   71.269635
33 2025-10-31  47.216740   22.658673   69.001835
34 2025-11-30  47.176042   25.140357   69.757909
Forecast for South America and Product 105:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.130051   24.100406   65.192174
31 2025-08-31  46.312698   26.094592   66.137283
32 2025-09-30  46.489452   24.366318   65.437305
33 2025-10-31  46.672098   27.271724   66.086690
34 2025-11-30  46.848853   25.980951   67.326361
14:16:56 - cmdstanpy - INFO - Chain [1] start processing
14:16:56 - cmdstanpy - INFO - Chain [1] done processing
14:16:56 - cmdstanpy - INFO - Chain [1] start processing
14:16:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 106:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.601744   -1.926941   37.325524
31 2025-08-31  17.431748   -2.820137   37.972950
32 2025-09-30  16.299494   -3.642921   36.099636
33 2025-10-31  15.129498   -4.580717   33.224507
34 2025-11-30  13.997244   -4.930658   33.547656
Forecast for South America and Product 107:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.584161   23.311379   56.802669
31 2025-08-31  39.696759   22.458471   56.864893
32 2025-09-30  39.805724   23.593457   58.639246
33 2025-10-31  39.918322   21.892897   56.105760
34 2025-11-30  40.027287   22.056152   56.912150
14:16:57 - cmdstanpy - INFO - Chain [1] start processing
14:16:57 - cmdstanpy - INFO - Chain [1] done processing
14:16:57 - cmdstanpy - INFO - Chain [1] start processing
14:16:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 108:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.484408   11.142825   60.000783
31 2025-08-31  35.122020   12.421212   59.602733
32 2025-09-30  34.771321   10.825340   59.892200
33 2025-10-31  34.408933   10.314211   59.084904
34 2025-11-30  34.058235   10.167724   56.347313
Forecast for South America and Product 109:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.594717   24.464558   58.091042
31 2025-08-31  40.815290   24.651092   57.003567
32 2025-09-30  41.028748   23.835253   57.766237
33 2025-10-31  41.249321   25.271254   57.083644
34 2025-11-30  41.462778   25.131951   57.775321
14:16:57 - cmdstanpy - INFO - Chain [1] start processing
14:16:57 - cmdstanpy - INFO - Chain [1] done processing
14:16:57 - cmdstanpy - INFO - Chain [1] start processing
14:16:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 110:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.285389   12.284821   56.820663
31 2025-08-31  34.074276   11.146105   57.884063
32 2025-09-30  33.869973    9.177001   56.428029
33 2025-10-31  33.658860    9.413662   55.027863
34 2025-11-30  33.454557    9.173664   57.611434
Forecast for South America and Product 111:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.682134    7.219681   48.110613
31 2025-08-31  26.068725    3.854645   46.199646
32 2025-09-30  25.475103    4.755299   45.981426
33 2025-10-31  24.861693    5.108454   45.975423
34 2025-11-30  24.268071    3.768415   44.492002
14:16:57 - cmdstanpy - INFO - Chain [1] start processing
14:16:57 - cmdstanpy - INFO - Chain [1] done processing
14:16:57 - cmdstanpy - INFO - Chain [1] start processing
14:16:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 112:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.063102   -0.074993   27.161844
31 2025-08-31  12.892178   -1.200813   26.825355
32 2025-09-30  11.759026   -3.750528   24.944327
33 2025-10-31  10.588102   -3.197407   24.513779
34 2025-11-30   9.454949   -4.678849   23.916265
Forecast for South America and Product 113:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.713840   18.643237   48.995049
31 2025-08-31  33.228026   17.209057   48.796957
32 2025-09-30  32.757884   17.718339   48.223807
33 2025-10-31  32.272070   17.046569   47.543181
34 2025-11-30  31.801928   17.278005   47.232449
14:16:58 - cmdstanpy - INFO - Chain [1] start processing
14:16:58 - cmdstanpy - INFO - Chain [1] done processing
14:16:58 - cmdstanpy - INFO - Chain [1] start processing
14:16:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 114:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.687120   15.469303   52.799409
31 2025-08-31  34.614297   15.647062   52.971249
32 2025-09-30  34.543823   16.378209   55.227757
33 2025-10-31  34.471000   14.788518   52.662428
34 2025-11-30  34.400526   14.648548   54.028800
Forecast for South America and Product 115:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.067618    5.007293   44.538877
31 2025-08-31  24.497171    6.562606   43.838410
32 2025-09-30  23.945126    5.813635   42.095922
33 2025-10-31  23.374679    5.208392   41.447123
34 2025-11-30  22.822634    4.755416   42.390949
14:16:58 - cmdstanpy - INFO - Chain [1] start processing
14:16:58 - cmdstanpy - INFO - Chain [1] done processing
14:16:58 - cmdstanpy - INFO - Chain [1] start processing
14:16:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 116:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.444299   12.815331   46.277259
31 2025-08-31  29.701912   14.084078   45.387269
32 2025-09-30  28.983473   13.052604   44.999090
33 2025-10-31  28.241086   10.493644   45.297464
34 2025-11-30  27.522647   12.260466   44.504204
Forecast for South America and Product 117:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.525291   -1.823245   43.861297
31 2025-08-31  21.489609   -3.595896   44.646356
32 2025-09-30  20.487336   -4.040846   43.903063
33 2025-10-31  19.451653   -4.563311   43.136712
34 2025-11-30  18.449380   -4.157796   42.073768
14:16:58 - cmdstanpy - INFO - Chain [1] start processing
14:16:58 - cmdstanpy - INFO - Chain [1] done processing
14:16:59 - cmdstanpy - INFO - Chain [1] start processing
14:16:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 118:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.081388   24.198854   66.836792
31 2025-08-31  45.103135   23.963905   66.796863
32 2025-09-30  45.124180   23.725756   66.880420
33 2025-10-31  45.145927   23.966088   66.489642
34 2025-11-30  45.166972   23.582572   66.118492
Forecast for South America and Product 119:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.644524   26.000040   58.619552
31 2025-08-31  43.421986   24.412552   59.546852
32 2025-09-30  43.206627   27.256055   60.160662
33 2025-10-31  42.984090   26.012010   58.888884
34 2025-11-30  42.768731   26.818798   60.472489
14:16:59 - cmdstanpy - INFO - Chain [1] start processing
14:16:59 - cmdstanpy - INFO - Chain [1] done processing
14:16:59 - cmdstanpy - INFO - Chain [1] start processing
14:16:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 120:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.533922   34.113849   74.083224
31 2025-08-31  53.128924   32.773131   73.555108
32 2025-09-30  53.704732   35.504146   74.164894
33 2025-10-31  54.299734   34.146425   74.577041
34 2025-11-30  54.875543   35.881366   76.271859
Forecast for South America and Product 121:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.706662    7.202663   57.407143
31 2025-08-31  31.017503    6.394620   54.136890
32 2025-09-30  30.350576    7.463616   54.293582
33 2025-10-31  29.661417    4.721498   52.179877
34 2025-11-30  28.994490    3.946299   55.020621
14:16:59 - cmdstanpy - INFO - Chain [1] start processing
14:16:59 - cmdstanpy - INFO - Chain [1] done processing
14:16:59 - cmdstanpy - INFO - Chain [1] start processing
14:16:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 122:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.677627   28.233050   62.379386
31 2025-08-31  45.983429   28.751087   62.347948
32 2025-09-30  46.279367   28.962206   62.952037
33 2025-10-31  46.585169   29.808009   64.320675
34 2025-11-30  46.881107   31.010248   63.197878
Forecast for South America and Product 123:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.674836   12.268753   39.906109
31 2025-08-31  25.209644   11.929783   39.699865
32 2025-09-30  24.759459   11.295810   38.907549
33 2025-10-31  24.294267    9.151838   38.748761
34 2025-11-30  23.844081   10.304166   37.930221
14:16:59 - cmdstanpy - INFO - Chain [1] start processing
14:16:59 - cmdstanpy - INFO - Chain [1] done processing
14:17:00 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 124:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.143531   29.276399   58.552633
31 2025-08-31  44.594105   30.752991   60.330735
32 2025-09-30  45.030144   31.170309   58.441940
33 2025-10-31  45.480717   31.277934   60.179355
34 2025-11-30  45.916756   31.414616   60.344225
14:17:00 - cmdstanpy - INFO - Chain [1] done processing
14:17:00 - cmdstanpy - INFO - Chain [1] start processing
14:17:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 125:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.724162   28.188731   62.418082
31 2025-08-31  45.005506   29.433618   60.945242
32 2025-09-30  45.277775   28.969732   62.211483
33 2025-10-31  45.559120   28.289364   61.891601
34 2025-11-30  45.831389   28.388370   62.162062
Forecast for South America and Product 126:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.827424   23.704662   52.242888
31 2025-08-31  37.656621   22.556078   52.710819
32 2025-09-30  37.491329   21.233900   52.255134
33 2025-10-31  37.320527   23.331779   52.031934
34 2025-11-30  37.155234   22.136233   52.425012
14:17:00 - cmdstanpy - INFO - Chain [1] start processing
14:17:00 - cmdstanpy - INFO - Chain [1] done processing
14:17:00 - cmdstanpy - INFO - Chain [1] start processing
14:17:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 127:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.110973   19.513511   63.760688
31 2025-08-31  42.193078   20.370420   65.603073
32 2025-09-30  42.272535   20.352286   64.256667
33 2025-10-31  42.354640   21.165686   64.788207
34 2025-11-30  42.434097   19.876333   64.882213
Forecast for South America and Product 128:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.513881   27.383255   58.438380
31 2025-08-31  42.527645   25.215911   58.760353
32 2025-09-30  42.540964   25.923154   59.455925
33 2025-10-31  42.554727   26.606891   58.995023
34 2025-11-30  42.568047   24.737435   58.421523
14:17:00 - cmdstanpy - INFO - Chain [1] start processing
14:17:00 - cmdstanpy - INFO - Chain [1] done processing
14:17:01 - cmdstanpy - INFO - Chain [1] start processing
14:17:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 129:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.254805   25.826654   64.935627
31 2025-08-31  45.529554   26.488101   63.000824
32 2025-09-30  45.795441   26.741463   64.427074
33 2025-10-31  46.070190   27.210128   64.002630
34 2025-11-30  46.336076   27.097165   65.550479
Forecast for South America and Product 130:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.875044   17.422281   53.695288
31 2025-08-31  34.514362   16.955843   50.617607
32 2025-09-30  34.165315   17.516900   51.034395
33 2025-10-31  33.804633   15.985526   51.579920
34 2025-11-30  33.455585   15.186706   49.768179
14:17:01 - cmdstanpy - INFO - Chain [1] start processing
14:17:01 - cmdstanpy - INFO - Chain [1] done processing
14:17:01 - cmdstanpy - INFO - Chain [1] start processing
14:17:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 131:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.047651   24.224248   63.427241
31 2025-08-31  43.959708   24.252095   63.275199
32 2025-09-30  43.874601   24.906146   61.557011
33 2025-10-31  43.786658   25.103805   62.618608
34 2025-11-30  43.701552   23.009886   61.675929
Forecast for South America and Product 132:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.956923   24.821378   64.629887
31 2025-08-31  44.002343   26.220125   63.501493
32 2025-09-30  44.046298   25.763429   63.755257
33 2025-10-31  44.091718   26.148454   64.418080
34 2025-11-30  44.135672   25.698998   62.732489
14:17:01 - cmdstanpy - INFO - Chain [1] start processing
14:17:01 - cmdstanpy - INFO - Chain [1] done processing
14:17:01 - cmdstanpy - INFO - Chain [1] start processing
14:17:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 133:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.656862    9.733678   47.600407
31 2025-08-31  27.884763    9.136754   47.029601
32 2025-09-30  27.137570    9.000733   44.281943
33 2025-10-31  26.365471    8.065614   45.744545
34 2025-11-30  25.618278    7.434678   43.771146
Forecast for South America and Product 134:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.825622   12.646688   51.838015
31 2025-08-31  32.502949   13.524498   52.392170
32 2025-09-30  32.190685   11.018585   50.479782
33 2025-10-31  31.868012   11.036146   52.684767
34 2025-11-30  31.555748   10.519152   50.222245
14:17:01 - cmdstanpy - INFO - Chain [1] start processing
14:17:02 - cmdstanpy - INFO - Chain [1] done processing
14:17:02 - cmdstanpy - INFO - Chain [1] start processing
14:17:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 135:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.004484   29.422979   62.859135
31 2025-08-31  46.409289   29.377082   63.174200
32 2025-09-30  46.801036   30.761781   64.296484
33 2025-10-31  47.205841   29.223017   63.103635
34 2025-11-30  47.597588   31.338738   63.613225
Forecast for South America and Product 136:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.921335   27.179568   56.692059
31 2025-08-31  42.148449   27.764566   58.201003
32 2025-09-30  42.368236   27.672296   56.586437
33 2025-10-31  42.595349   26.783056   57.949932
34 2025-11-30  42.815137   26.476988   58.279018
14:17:02 - cmdstanpy - INFO - Chain [1] start processing
14:17:02 - cmdstanpy - INFO - Chain [1] done processing
14:17:02 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 137:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.327688   11.752697   46.915049
31 2025-08-31  28.930144   12.030754   46.730523
32 2025-09-30  28.545425   11.254567   46.905158
33 2025-10-31  28.147881   10.800229   46.289988
34 2025-11-30  27.763161   11.497965   45.340763
14:17:02 - cmdstanpy - INFO - Chain [1] done processing
14:17:02 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 138:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.445601   24.439804   66.530514
31 2025-08-31  45.599980   25.066891   65.165129
32 2025-09-30  45.749379   25.492557   65.338368
33 2025-10-31  45.903758   24.882359   66.640991
34 2025-11-30  46.053157   25.677593   66.335461
14:17:03 - cmdstanpy - INFO - Chain [1] done processing
14:17:03 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 139:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.574842   22.610973   54.171293
31 2025-08-31  37.529025   22.190476   53.614288
32 2025-09-30  37.484685   21.695274   53.731428
33 2025-10-31  37.438868   21.223106   53.803368
34 2025-11-30  37.394529   21.852084   52.865573
14:17:03 - cmdstanpy - INFO - Chain [1] done processing
14:17:03 - cmdstanpy - INFO - Chain [1] start processing
14:17:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 140:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.979948   17.719892   63.781530
31 2025-08-31  40.125047   17.548199   62.716450
32 2025-09-30  40.265466   16.661628   63.916317
33 2025-10-31  40.410566   16.045093   62.132678
34 2025-11-30  40.550985   17.643590   63.687374
Forecast for South America and Product 141:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.631114   34.254020   80.119845
31 2025-08-31  58.436550   35.912156   79.691667
32 2025-09-30  59.216004   36.600702   81.501589
33 2025-10-31  60.021439   37.097122   83.589420
34 2025-11-30  60.800893   39.091491   82.612623
14:17:03 - cmdstanpy - INFO - Chain [1] start processing
14:17:03 - cmdstanpy - INFO - Chain [1] done processing
14:17:03 - cmdstanpy - INFO - Chain [1] start processing
14:17:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 142:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.921646   22.152709   62.772336
31 2025-08-31  41.887525   23.250656   61.082523
32 2025-09-30  41.854504   20.842593   61.625270
33 2025-10-31  41.820383   22.927550   62.626586
34 2025-11-30  41.787362   22.197151   61.566005
Forecast for South America and Product 143:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.083137   40.328610   77.164756
31 2025-08-31  59.872308   42.057717   77.761186
32 2025-09-30  60.636022   42.837620   79.965646
33 2025-10-31  61.425194   43.397222   79.896676
34 2025-11-30  62.188908   43.740719   79.522802
14:17:04 - cmdstanpy - INFO - Chain [1] start processing
14:17:04 - cmdstanpy - INFO - Chain [1] done processing
14:17:04 - cmdstanpy - INFO - Chain [1] start processing
14:17:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 144:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.332425   25.193440   56.965879
31 2025-08-31  40.494229   24.472224   57.247347
32 2025-09-30  40.650813   25.199543   56.163059
33 2025-10-31  40.812616   23.127076   56.924676
34 2025-11-30  40.969200   24.401854   57.216424
Forecast for South America and Product 145:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.663109   36.642759   71.371855
31 2025-08-31  54.077267   36.867022   71.226698
32 2025-09-30  54.478066   35.021003   70.759751
33 2025-10-31  54.892224   37.450999   72.425416
34 2025-11-30  55.293023   38.521943   74.117788
14:17:04 - cmdstanpy - INFO - Chain [1] start processing
14:17:04 - cmdstanpy - INFO - Chain [1] done processing
14:17:04 - cmdstanpy - INFO - Chain [1] start processing
14:17:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 146:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.366978   14.984216   57.805862
31 2025-08-31  37.166562   15.768023   58.648831
32 2025-09-30  36.972611   16.324996   57.619702
33 2025-10-31  36.772195   15.170588   57.355552
34 2025-11-30  36.578244   15.039994   56.557647
Forecast for South America and Product 147:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.630782   16.806232   54.429929
31 2025-08-31  35.586313   15.852539   54.193586
32 2025-09-30  35.543278   17.687951   53.434852
33 2025-10-31  35.498808   16.185336   54.454942
34 2025-11-30  35.455774   17.629226   54.356512
14:17:04 - cmdstanpy - INFO - Chain [1] start processing
14:17:04 - cmdstanpy - INFO - Chain [1] done processing
14:17:04 - cmdstanpy - INFO - Chain [1] start processing
14:17:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 148:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.165712   25.994253   57.944594
31 2025-08-31  42.320503   26.994504   58.670120
32 2025-09-30  42.470300   27.288578   59.196406
33 2025-10-31  42.625090   25.767061   59.019378
34 2025-11-30  42.774887   26.470245   58.155631
Forecast for South America and Product 149:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.071803   40.539940   78.870427
31 2025-08-31  60.694685   39.399937   82.210734
32 2025-09-30  61.297474   42.248060   82.347565
33 2025-10-31  61.920357   40.746524   82.404466
34 2025-11-30  62.523146   41.372485   83.604307
14:17:05 - cmdstanpy - INFO - Chain [1] start processing
14:17:05 - cmdstanpy - INFO - Chain [1] done processing
14:17:05 - cmdstanpy - INFO - Chain [1] start processing
14:17:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 150:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.161321   15.132957   55.932842
31 2025-08-31  34.953050   13.687546   55.428584
32 2025-09-30  34.751497   15.169946   55.270583
33 2025-10-31  34.543226   12.188595   54.284635
34 2025-11-30  34.341673   14.174925   54.086162
Forecast for South America and Product 151:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.452857   28.584036   62.359647
31 2025-08-31  45.781287   29.950796   63.544619
32 2025-09-30  46.099122   27.800546   63.742282
33 2025-10-31  46.427552   29.514821   64.341347
34 2025-11-30  46.745388   29.892270   63.749114
14:17:05 - cmdstanpy - INFO - Chain [1] start processing
14:17:05 - cmdstanpy - INFO - Chain [1] done processing
14:17:05 - cmdstanpy - INFO - Chain [1] start processing
14:17:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 152:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.442652    5.047137   42.389386
31 2025-08-31  22.497575    3.341502   41.267522
32 2025-09-30  21.582985    2.767182   39.229486
33 2025-10-31  20.637909    0.599829   38.058877
34 2025-11-30  19.723319    0.808502   37.204101
Forecast for South America and Product 153:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.479438   18.260068   58.786572
31 2025-08-31  38.376081   16.899900   59.901211
32 2025-09-30  38.276057   17.324956   58.626467
33 2025-10-31  38.172700   17.864405   59.647448
34 2025-11-30  38.072677   16.482765   58.025455
14:17:05 - cmdstanpy - INFO - Chain [1] start processing
14:17:05 - cmdstanpy - INFO - Chain [1] done processing
14:17:05 - cmdstanpy - INFO - Chain [1] start processing
14:17:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 154:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.442034   16.881859   54.462620
31 2025-08-31  35.134208   16.645793   54.910993
32 2025-09-30  34.836312   16.117701   55.001171
33 2025-10-31  34.528486   15.792791   54.001233
34 2025-11-30  34.230590   16.149085   54.235270
Forecast for South America and Product 155:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.284208   18.324758   52.510183
31 2025-08-31  36.155060   19.410738   53.069659
32 2025-09-30  36.030079   19.037909   52.847157
33 2025-10-31  35.900931   18.166829   52.761352
34 2025-11-30  35.775949   20.129167   53.324038
14:17:06 - cmdstanpy - INFO - Chain [1] start processing
14:17:06 - cmdstanpy - INFO - Chain [1] done processing
14:17:06 - cmdstanpy - INFO - Chain [1] start processing
14:17:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 156:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.786704   23.986871   59.930461
31 2025-08-31  42.216495   24.708878   60.555086
32 2025-09-30  42.632421   25.160590   61.140081
33 2025-10-31  43.062212   26.765146   60.664975
34 2025-11-30  43.478139   25.632775   61.237705
Forecast for South America and Product 157:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.395595   29.247622   64.605077
31 2025-08-31  46.537562   28.664772   63.427300
32 2025-09-30  46.674950   29.914017   63.458873
33 2025-10-31  46.816918   29.191634   65.345958
34 2025-11-30  46.954306   28.997591   64.027101
14:17:06 - cmdstanpy - INFO - Chain [1] start processing
14:17:06 - cmdstanpy - INFO - Chain [1] done processing
14:17:06 - cmdstanpy - INFO - Chain [1] start processing
14:17:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 158:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.115784   14.344878   62.695371
31 2025-08-31  37.759686   14.793211   62.192952
32 2025-09-30  37.415074   13.001524   61.290367
33 2025-10-31  37.058975   13.851750   60.332993
34 2025-11-30  36.714364   12.124823   58.253234
Forecast for South America and Product 159:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.050891   14.438734   65.491548
31 2025-08-31  40.965762   15.070289   66.388192
32 2025-09-30  40.883380   15.392481   67.516323
33 2025-10-31  40.798252   15.578200   65.356397
34 2025-11-30  40.715870   15.252915   65.348089
14:17:06 - cmdstanpy - INFO - Chain [1] start processing
14:17:06 - cmdstanpy - INFO - Chain [1] done processing
14:17:07 - cmdstanpy - INFO - Chain [1] start processing
14:17:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 160:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.203307   20.492563   58.442334
31 2025-08-31  39.285157   21.168831   58.184119
32 2025-09-30  39.364367   19.906082   57.552344
33 2025-10-31  39.446217   20.645223   57.090642
34 2025-11-30  39.525427   20.376053   59.337249
Forecast for South America and Product 161:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.204954   16.216143   63.203763
31 2025-08-31  39.216739   13.524806   63.442433
32 2025-09-30  39.228144   13.464572   64.018447
33 2025-10-31  39.239929   14.375432   63.803182
34 2025-11-30  39.251333   14.234742   65.243602
14:17:07 - cmdstanpy - INFO - Chain [1] start processing
14:17:07 - cmdstanpy - INFO - Chain [1] done processing
14:17:07 - cmdstanpy - INFO - Chain [1] start processing
14:17:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 162:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.629018   22.124030   49.757750
31 2025-08-31  36.485708   23.076588   49.588476
32 2025-09-30  36.347021   23.201046   49.503421
33 2025-10-31  36.203711   22.976871   49.886263
34 2025-11-30  36.065024   22.318155   48.929263
Forecast for South America and Product 163:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.619785   16.817813   54.062632
31 2025-08-31  35.168464   15.629098   55.337200
32 2025-09-30  34.731702   15.846700   52.636229
33 2025-10-31  34.280381   13.571479   52.603793
34 2025-11-30  33.843618   14.707866   52.614349
14:17:07 - cmdstanpy - INFO - Chain [1] start processing
14:17:07 - cmdstanpy - INFO - Chain [1] done processing
14:17:07 - cmdstanpy - INFO - Chain [1] start processing
14:17:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 164:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.714424   34.348673   64.780436
31 2025-08-31  50.197847   36.738183   64.431907
32 2025-09-30  50.665676   35.417297   65.126342
33 2025-10-31  51.149099   37.598353   65.755983
34 2025-11-30  51.616928   37.180618   66.297535
Forecast for South America and Product 165:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.846716    7.429903   48.915517
31 2025-08-31  27.263127    4.167901   46.583093
32 2025-09-30  26.698364    5.476913   48.628371
33 2025-10-31  26.114775    5.950965   46.945126
34 2025-11-30  25.550011    4.226904   47.187998
14:17:07 - cmdstanpy - INFO - Chain [1] start processing
14:17:07 - cmdstanpy - INFO - Chain [1] done processing
14:17:08 - cmdstanpy - INFO - Chain [1] start processing
14:17:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 166:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.927351   21.966697   62.284351
31 2025-08-31  41.786140   20.091486   62.864091
32 2025-09-30  41.649485   21.167129   62.847444
33 2025-10-31  41.508274   20.635971   64.644109
34 2025-11-30  41.371618   18.919677   61.056918
Forecast for South America and Product 167:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.647686   19.067648   67.176816
31 2025-08-31  42.674667   17.249959   67.770604
32 2025-09-30  42.700778   17.628366   67.880652
33 2025-10-31  42.727758   18.349958   67.452637
34 2025-11-30  42.753869   18.464937   65.735961
14:17:08 - cmdstanpy - INFO - Chain [1] start processing
14:17:08 - cmdstanpy - INFO - Chain [1] done processing
14:17:08 - cmdstanpy - INFO - Chain [1] start processing
14:17:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 168:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.190586   23.085123   69.975824
31 2025-08-31  47.537090   24.578236   71.011126
32 2025-09-30  47.872417   26.483091   70.412667
33 2025-10-31  48.218921   25.724383   70.104609
34 2025-11-30  48.554248   25.739679   70.279073
Forecast for South America and Product 169:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.438195   27.334914   57.271105
31 2025-08-31  42.369703   25.458329   58.090898
32 2025-09-30  42.303420   26.609848   57.681615
33 2025-10-31  42.234929   25.821861   57.938983
34 2025-11-30  42.168646   27.589455   59.516829
14:17:08 - cmdstanpy - INFO - Chain [1] start processing
14:17:08 - cmdstanpy - INFO - Chain [1] done processing
14:17:08 - cmdstanpy - INFO - Chain [1] start processing
14:17:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 170:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.220294   22.409120   68.508338
31 2025-08-31  45.302778   23.990603   65.010009
32 2025-09-30  45.382601   25.230034   66.786954
33 2025-10-31  45.465084   24.165023   65.869789
34 2025-11-30  45.544907   22.295437   67.233994
Forecast for South America and Product 171:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.727109    0.508893   47.017854
31 2025-08-31  21.596039    0.104921   45.738941
32 2025-09-30  20.501455   -3.889591   42.825149
33 2025-10-31  19.370385   -4.283162   44.019030
34 2025-11-30  18.275801   -5.893446   40.297771
14:17:08 - cmdstanpy - INFO - Chain [1] start processing
14:17:08 - cmdstanpy - INFO - Chain [1] done processing
14:17:09 - cmdstanpy - INFO - Chain [1] start processing
14:17:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 172:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.001849   26.338024   65.998198
31 2025-08-31  47.274730   27.683704   66.504848
32 2025-09-30  47.538809   29.316275   67.800841
33 2025-10-31  47.811689   29.466048   68.153593
34 2025-11-30  48.075768   28.148926   66.919437
14:17:09 - cmdstanpy - INFO - Chain [1] start processing
14:17:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 173:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.948398   30.488011   64.556398
31 2025-08-31  48.453950   31.224177   66.359113
32 2025-09-30  48.943193   30.817186   66.969600
33 2025-10-31  49.448744   32.352800   66.710021
34 2025-11-30  49.937987   31.946184   67.239147
Forecast for South America and Product 174:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.626157   19.479019   49.530337
31 2025-08-31  34.598601   19.155306   49.601827
32 2025-09-30  34.571934   18.389963   48.491742
33 2025-10-31  34.544378   20.196398   50.195294
34 2025-11-30  34.517710   18.850656   49.148693
14:17:09 - cmdstanpy - INFO - Chain [1] start processing
14:17:09 - cmdstanpy - INFO - Chain [1] done processing
14:17:09 - cmdstanpy - INFO - Chain [1] start processing
14:17:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 175:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.249156   19.757619   51.899187
31 2025-08-31  36.139003   20.715099   51.072474
32 2025-09-30  36.032403   20.592990   52.413071
33 2025-10-31  35.922250   20.671603   51.728037
34 2025-11-30  35.815651   20.187548   52.623254
Forecast for South America and Product 176:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.854125   14.221449   55.622298
31 2025-08-31  34.759035   15.711416   54.309048
32 2025-09-30  34.667013   14.038797   55.678559
33 2025-10-31  34.571923   13.866193   53.360828
34 2025-11-30  34.479901   15.166545   56.159160
14:17:09 - cmdstanpy - INFO - Chain [1] start processing
14:17:09 - cmdstanpy - INFO - Chain [1] done processing
14:17:10 - cmdstanpy - INFO - Chain [1] start processing
14:17:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 177:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.093871   19.482033   54.303834
31 2025-08-31  38.172472   20.771121   54.251754
32 2025-09-30  38.248536   20.801542   55.029975
33 2025-10-31  38.327137   19.878850   55.354854
34 2025-11-30  38.403201   21.247363   55.767002
Forecast for South America and Product 178:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.408805   16.213751   49.969619
31 2025-08-31  33.195853   16.503656   49.892130
32 2025-09-30  32.989771   16.290178   48.963661
33 2025-10-31  32.776818   17.279222   47.847208
34 2025-11-30  32.570736   16.667236   50.412479
14:17:10 - cmdstanpy - INFO - Chain [1] start processing
14:17:10 - cmdstanpy - INFO - Chain [1] done processing
14:17:10 - cmdstanpy - INFO - Chain [1] start processing
14:17:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 179:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.659537   24.568306   65.413987
31 2025-08-31  45.197638   26.063076   65.944422
32 2025-09-30  45.718380   25.487116   66.393764
33 2025-10-31  46.256481   27.342270   65.608225
34 2025-11-30  46.777224   26.740997   66.329615
Forecast for South America and Product 180:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.620764   21.009681   52.782952
31 2025-08-31  37.373172   21.369510   54.397565
32 2025-09-30  37.133567   21.873110   51.865138
33 2025-10-31  36.885975   18.783443   52.342510
34 2025-11-30  36.646369   20.338953   53.457830
14:17:10 - cmdstanpy - INFO - Chain [1] start processing
14:17:10 - cmdstanpy - INFO - Chain [1] done processing
14:17:10 - cmdstanpy - INFO - Chain [1] start processing
14:17:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 181:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.475580   27.089805   69.080807
31 2025-08-31  48.496382   26.574680   70.369490
32 2025-09-30  48.516514   26.001395   68.723796
33 2025-10-31  48.537317   27.583226   70.384602
34 2025-11-30  48.557449   25.951516   68.596919
Forecast for South America and Product 182:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.922791   29.663815   60.683271
31 2025-08-31  45.232193   30.404789   61.026945
32 2025-09-30  45.531614   30.050785   60.593669
33 2025-10-31  45.841015   30.414673   61.739216
34 2025-11-30  46.140436   31.346848   61.331656
14:17:10 - cmdstanpy - INFO - Chain [1] start processing
14:17:10 - cmdstanpy - INFO - Chain [1] done processing
14:17:11 - cmdstanpy - INFO - Chain [1] start processing
14:17:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 183:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.884455   28.872864   61.617294
31 2025-08-31  45.055118   28.440969   61.933865
32 2025-09-30  45.220275   28.816978   61.971179
33 2025-10-31  45.390938   26.798342   61.581252
34 2025-11-30  45.556095   28.748316   61.774845
Forecast for South America and Product 184:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.117169   12.048108   50.349720
31 2025-08-31  30.842381   10.078218   50.641612
32 2025-09-30  30.576457    9.200269   51.255314
33 2025-10-31  30.301669   10.117223   49.954240
34 2025-11-30  30.035745   10.594719   49.974507
14:17:11 - cmdstanpy - INFO - Chain [1] start processing
14:17:11 - cmdstanpy - INFO - Chain [1] done processing
14:17:11 - cmdstanpy - INFO - Chain [1] start processing
14:17:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 185:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.408268   15.570992   53.034842
31 2025-08-31  33.966627   15.567719   52.316044
32 2025-09-30  33.539232   15.879164   51.519373
33 2025-10-31  33.097591   14.680802   51.616715
34 2025-11-30  32.670196   14.394858   51.842922
Forecast for South America and Product 186:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.163080    9.278624   51.843390
31 2025-08-31  30.811498   10.142258   51.535745
32 2025-09-30  30.471258    9.751363   52.323451
33 2025-10-31  30.119676    7.933378   52.025745
34 2025-11-30  29.779435    8.455953   50.897307
14:17:11 - cmdstanpy - INFO - Chain [1] start processing
14:17:11 - cmdstanpy - INFO - Chain [1] done processing
14:17:11 - cmdstanpy - INFO - Chain [1] start processing
14:17:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 187:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.017204   27.660825   75.749665
31 2025-08-31  52.387157   27.353901   78.442175
32 2025-09-30  52.745176   29.855864   78.472584
33 2025-10-31  53.115129   26.917134   78.129266
34 2025-11-30  53.473148   29.080733   77.060608
Forecast for South America and Product 188:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.354801   15.762418   59.142827
31 2025-08-31  37.071629   13.980849   58.859646
32 2025-09-30  36.797591   15.457502   59.268827
33 2025-10-31  36.514419   13.085772   57.578509
34 2025-11-30  36.240381   14.953815   57.136760
14:17:12 - cmdstanpy - INFO - Chain [1] start processing
14:17:12 - cmdstanpy - INFO - Chain [1] done processing
14:17:12 - cmdstanpy - INFO - Chain [1] start processing
14:17:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 189:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.170500   16.832191   41.038107
31 2025-08-31  27.583155   14.626092   40.445086
32 2025-09-30  27.014757   14.524394   40.118457
33 2025-10-31  26.427413   14.565925   39.391809
34 2025-11-30  25.859015   13.115954   38.938361
Forecast for South America and Product 190:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.137011   21.792590   61.689667
31 2025-08-31  40.345013   19.873885   60.476442
32 2025-09-30  40.546305   20.501822   61.632576
33 2025-10-31  40.754306   21.968996   62.443839
34 2025-11-30  40.955598   21.399971   60.567388
14:17:12 - cmdstanpy - INFO - Chain [1] start processing
14:17:12 - cmdstanpy - INFO - Chain [1] done processing
14:17:12 - cmdstanpy - INFO - Chain [1] start processing
14:17:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 191:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.513196   27.050335   65.259657
31 2025-08-31  46.778607   28.417489   65.307589
32 2025-09-30  47.035456   28.135310   65.946169
33 2025-10-31  47.300867   28.633136   66.253835
34 2025-11-30  47.557716   27.480820   65.609239
Forecast for South America and Product 192:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.312542    8.463701   52.156416
31 2025-08-31  30.907316    7.576847   51.357094
32 2025-09-30  30.515161    7.306141   50.827482
33 2025-10-31  30.109935    7.380382   50.486678
34 2025-11-30  29.717781    7.520901   50.816513
14:17:12 - cmdstanpy - INFO - Chain [1] start processing
14:17:12 - cmdstanpy - INFO - Chain [1] done processing
14:17:12 - cmdstanpy - INFO - Chain [1] start processing
14:17:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 193:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.646926   11.227713   43.833839
31 2025-08-31  26.839043   11.604880   43.086421
32 2025-09-30  26.057222   11.843203   42.963958
33 2025-10-31  25.249340    8.249422   41.530983
34 2025-11-30  24.467518    8.531648   40.961786
Forecast for South America and Product 194:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.553755   10.167389   51.113760
31 2025-08-31  29.907734    9.643292   50.269461
32 2025-09-30  29.282553    9.625437   48.490021
33 2025-10-31  28.636533    7.763109   51.283279
34 2025-11-30  28.011351    7.069219   48.205330
14:17:13 - cmdstanpy - INFO - Chain [1] start processing
14:17:13 - cmdstanpy - INFO - Chain [1] done processing
14:17:13 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 195:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.966448   24.609229   43.789374
31 2025-08-31  33.484146   22.610153   43.077345
32 2025-09-30  33.017403   22.044280   44.156792
33 2025-10-31  32.535101   22.159768   42.474085
34 2025-11-30  32.068357   22.259370   42.909159
14:17:13 - cmdstanpy - INFO - Chain [1] done processing
14:17:13 - cmdstanpy - INFO - Chain [1] start processing
14:17:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 196:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.700422    6.424784   58.541892
31 2025-08-31  33.334355   10.462268   58.257109
32 2025-09-30  32.980096    7.532403   56.866942
33 2025-10-31  32.614028    7.280575   61.555923
34 2025-11-30  32.259770    7.409603   55.995754
Forecast for South America and Product 197:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.188233   24.357655   63.831215
31 2025-08-31  45.082792   25.336690   64.457786
32 2025-09-30  44.980753   26.232106   65.195388
33 2025-10-31  44.875312   23.436366   64.207986
34 2025-11-30  44.773273   26.191951   63.086155
14:17:13 - cmdstanpy - INFO - Chain [1] start processing
14:17:13 - cmdstanpy - INFO - Chain [1] done processing
14:17:13 - cmdstanpy - INFO - Chain [1] start processing
14:17:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 198:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.753506   31.159068   71.443789
31 2025-08-31  51.123236   31.396531   69.276630
32 2025-09-30  51.481039   32.554272   70.952165
33 2025-10-31  51.850769   31.310594   71.099601
34 2025-11-30  52.208573   33.016425   71.559873
Forecast for South America and Product 199:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.253269   14.262091   61.175348
31 2025-08-31  38.109551   16.225161   61.967150
32 2025-09-30  37.970470   15.161082   60.696462
33 2025-10-31  37.826752   15.056657   61.046522
34 2025-11-30  37.687670   15.812392   60.758211
14:17:14 - cmdstanpy - INFO - Chain [1] start processing
14:17:14 - cmdstanpy - INFO - Chain [1] done processing
14:17:14 - cmdstanpy - INFO - Chain [1] start processing
14:17:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 200:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.894802   19.890560   47.359521
31 2025-08-31  33.791395   20.793168   47.665095
32 2025-09-30  33.691323   21.046024   47.626523
33 2025-10-31  33.587916   19.139317   46.718373
34 2025-11-30  33.487845   19.819288   46.526511
Forecast for South America and Product 201:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.516800   49.482690   78.238351
31 2025-08-31  65.733024   52.398347   80.799016
32 2025-09-30  66.910016   52.858621   80.963551
33 2025-10-31  68.126240   53.064222   82.140661
34 2025-11-30  69.303232   55.800986   83.134645
14:17:14 - cmdstanpy - INFO - Chain [1] start processing
14:17:14 - cmdstanpy - INFO - Chain [1] done processing
14:17:14 - cmdstanpy - INFO - Chain [1] start processing
14:17:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 202:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.152655   19.695476   72.707652
31 2025-08-31  48.232659   22.096811   76.426577
32 2025-09-30  48.310083   21.310898   74.768885
33 2025-10-31  48.390087   22.439884   72.835417
34 2025-11-30  48.467510   22.232898   74.012592
Forecast for South America and Product 203:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.102189   18.453856   49.048290
31 2025-08-31  33.915040   19.493216   48.317835
32 2025-09-30  33.733928   18.747443   49.731527
33 2025-10-31  33.546779   18.216073   48.147973
34 2025-11-30  33.365667   18.380984   48.715575
14:17:14 - cmdstanpy - INFO - Chain [1] start processing
14:17:14 - cmdstanpy - INFO - Chain [1] done processing
14:17:14 - cmdstanpy - INFO - Chain [1] start processing
14:17:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 204:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.767762   20.862501   51.496476
31 2025-08-31  36.599434   21.030311   52.257098
32 2025-09-30  36.436536   20.918274   51.787910
33 2025-10-31  36.268209   20.654888   52.238292
34 2025-11-30  36.105311   20.287073   51.620680
Forecast for South America and Product 205:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.111485   -2.574169   37.920251
31 2025-08-31  15.681371   -6.906229   36.107209
32 2025-09-30  14.297389   -6.742342   35.462992
33 2025-10-31  12.867274   -7.839698   31.850226
34 2025-11-30  11.483292   -9.846810   31.997571
14:17:15 - cmdstanpy - INFO - Chain [1] start processing
14:17:15 - cmdstanpy - INFO - Chain [1] done processing
14:17:15 - cmdstanpy - INFO - Chain [1] start processing
14:17:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 206:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.267446    7.044558   48.600045
31 2025-08-31  26.480208    6.374034   46.743458
32 2025-09-30  25.718366    4.893058   45.843905
33 2025-10-31  24.931128    3.944473   45.234299
34 2025-11-30  24.169286    4.319449   44.924142
Forecast for South America and Product 207:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.512453   38.419925   65.556482
31 2025-08-31  52.008661   38.373550   65.417631
32 2025-09-30  52.488862   38.726139   65.715531
33 2025-10-31  52.985070   39.478126   66.851243
34 2025-11-30  53.465271   40.878135   67.546660
14:17:15 - cmdstanpy - INFO - Chain [1] start processing
14:17:15 - cmdstanpy - INFO - Chain [1] done processing
14:17:15 - cmdstanpy - INFO - Chain [1] start processing
14:17:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 208:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.890361   32.859629   62.244122
31 2025-08-31  47.082038   32.045262   61.426605
32 2025-09-30  47.267532   32.200124   62.946353
33 2025-10-31  47.459209   32.268071   62.740514
34 2025-11-30  47.644703   32.380477   61.385033
Forecast for South America and Product 209:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.458188   11.443776   45.061960
31 2025-08-31  28.040124   11.711586   44.540647
32 2025-09-30  27.635546   11.190851   44.569842
33 2025-10-31  27.217482   10.435471   44.327547
34 2025-11-30  26.812904   10.660483   43.083196
14:17:15 - cmdstanpy - INFO - Chain [1] start processing
14:17:15 - cmdstanpy - INFO - Chain [1] done processing
14:17:16 - cmdstanpy - INFO - Chain [1] start processing
14:17:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 210:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.663989   29.650731   66.608450
31 2025-08-31  49.104375   30.639923   67.467280
32 2025-09-30  49.530554   31.279233   68.494928
33 2025-10-31  49.970940   31.116961   68.859447
34 2025-11-30  50.397119   32.372575   68.123698
Forecast for South America and Product 211:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.443625   22.867155   60.786760
31 2025-08-31  41.252065   23.227480   60.452736
32 2025-09-30  41.066684   22.549389   58.709725
33 2025-10-31  40.875124   21.519084   60.219463
34 2025-11-30  40.689744   21.369683   60.048694
14:17:16 - cmdstanpy - INFO - Chain [1] start processing
14:17:16 - cmdstanpy - INFO - Chain [1] done processing
14:17:16 - cmdstanpy - INFO - Chain [1] start processing
14:17:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 212:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.463576   33.148616   67.512326
31 2025-08-31  50.828790   34.283018   68.152978
32 2025-09-30  51.182223   34.325250   67.903422
33 2025-10-31  51.547437   35.449843   68.114289
34 2025-11-30  51.900870   35.412486   68.371829
Forecast for South America and Product 213:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  13.044581   -0.672157   27.647531
31 2025-08-31  12.012547   -2.685853   26.898688
32 2025-09-30  11.013804   -4.129352   26.039562
33 2025-10-31   9.981769   -4.955400   24.586463
34 2025-11-30   8.983026   -5.505665   23.431214
14:17:16 - cmdstanpy - INFO - Chain [1] start processing
14:17:16 - cmdstanpy - INFO - Chain [1] done processing
14:17:16 - cmdstanpy - INFO - Chain [1] start processing
14:17:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 214:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.001905   23.147527   62.843791
31 2025-08-31  42.953275   23.754530   62.396435
32 2025-09-30  42.906214   24.512224   61.638081
33 2025-10-31  42.857585   23.181149   62.433897
34 2025-11-30  42.810524   24.525947   61.627855
14:17:17 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 215:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  5.245337  -13.701985   24.043133
31 2025-08-31  3.555135  -14.663470   21.086354
32 2025-09-30  1.919455  -16.991745   20.203307
33 2025-10-31  0.229252  -17.622682   17.893360
34 2025-11-30 -1.406428  -20.242296   17.795798
14:17:17 - cmdstanpy - INFO - Chain [1] done processing
14:17:17 - cmdstanpy - INFO - Chain [1] start processing
14:17:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 216:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.583189   14.475119   59.471300
31 2025-08-31  37.537516   15.936629   61.535352
32 2025-09-30  37.493316   14.368987   61.154636
33 2025-10-31  37.447643   16.756248   61.026420
34 2025-11-30  37.403443   14.634966   59.056656
Forecast for South America and Product 217:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.609500   16.017031   53.154841
31 2025-08-31  34.427977   13.955857   52.838920
32 2025-09-30  34.252310   15.354168   53.330480
33 2025-10-31  34.070787   15.402764   53.233886
34 2025-11-30  33.895120   15.270859   52.149434
14:17:17 - cmdstanpy - INFO - Chain [1] start processing
14:17:17 - cmdstanpy - INFO - Chain [1] done processing
14:17:17 - cmdstanpy - INFO - Chain [1] start processing
14:17:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 218:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.053159   21.778398   63.748116
31 2025-08-31  42.233120   20.327138   61.561952
32 2025-09-30  42.407275   22.754276   64.027069
33 2025-10-31  42.587236   20.468686   64.123049
34 2025-11-30  42.761392   21.565432   64.491461
Forecast for South America and Product 219:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.577024    7.675494   46.666984
31 2025-08-31  25.944933    7.951932   43.961135
32 2025-09-30  25.333232    5.888797   43.284826
33 2025-10-31  24.701141    6.657099   43.429377
34 2025-11-30  24.089440    6.490472   42.633515
14:17:17 - cmdstanpy - INFO - Chain [1] start processing
14:17:17 - cmdstanpy - INFO - Chain [1] done processing
14:17:17 - cmdstanpy - INFO - Chain [1] start processing
14:17:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 220:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.962205   27.891038   61.147345
31 2025-08-31  45.434305   27.789279   61.633087
32 2025-09-30  45.891176   30.336835   62.016550
33 2025-10-31  46.363276   30.295758   62.394616
34 2025-11-30  46.820146   30.876280   63.563683
Forecast for South America and Product 221:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.353413   16.874044   57.932447
31 2025-08-31  38.018331   17.384435   59.299921
32 2025-09-30  37.694057   17.703503   59.452056
33 2025-10-31  37.358974   17.012040   57.682608
34 2025-11-30  37.034701   17.207173   57.469046
14:17:18 - cmdstanpy - INFO - Chain [1] start processing
14:17:18 - cmdstanpy - INFO - Chain [1] done processing
14:17:18 - cmdstanpy - INFO - Chain [1] start processing
14:17:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 222:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.396589   34.944453   76.193543
31 2025-08-31  56.234027   36.274376   76.973162
32 2025-09-30  57.044452   38.031561   77.214268
33 2025-10-31  57.881891   39.293568   78.219238
34 2025-11-30  58.692316   37.744804   78.286290
Forecast for South America and Product 223:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.654833    5.927685   51.731905
31 2025-08-31  26.895425    3.249773   48.613713
32 2025-09-30  26.160514    2.936771   48.548367
33 2025-10-31  25.401106    3.738543   47.686150
34 2025-11-30  24.666195    3.108278   47.400871
14:17:18 - cmdstanpy - INFO - Chain [1] start processing
14:17:18 - cmdstanpy - INFO - Chain [1] done processing
14:17:18 - cmdstanpy - INFO - Chain [1] start processing
14:17:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 224:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.362172   37.165632   61.829111
31 2025-08-31  50.978186   38.639974   62.573533
32 2025-09-30  51.574329   39.870500   64.412568
33 2025-10-31  52.190344   40.816266   64.185316
34 2025-11-30  52.786487   40.612693   64.706577
Forecast for South America and Product 225:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.119853   19.892721   54.503245
31 2025-08-31  37.135420   18.568086   54.160432
32 2025-09-30  37.150484   17.799792   54.859373
33 2025-10-31  37.166051   18.042042   55.630664
34 2025-11-30  37.181116   18.934063   55.756805
14:17:18 - cmdstanpy - INFO - Chain [1] start processing
14:17:18 - cmdstanpy - INFO - Chain [1] done processing
14:17:18 - cmdstanpy - INFO - Chain [1] start processing
14:17:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 226:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.231900   13.802254   43.415920
31 2025-08-31  28.837897   13.939889   43.567263
32 2025-09-30  28.456603   13.647838   42.939762
33 2025-10-31  28.062600   13.513577   42.111044
34 2025-11-30  27.681307   13.655427   42.370646
Forecast for South America and Product 227:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.895414   32.141099   69.819427
31 2025-08-31  52.579703   32.470970   72.682668
32 2025-09-30  53.241918   34.556215   73.355838
33 2025-10-31  53.926206   34.639081   73.023758
34 2025-11-30  54.588421   35.092712   74.538342
14:17:19 - cmdstanpy - INFO - Chain [1] start processing
14:17:19 - cmdstanpy - INFO - Chain [1] done processing
14:17:19 - cmdstanpy - INFO - Chain [1] start processing
14:17:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 228:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.149059   16.999048   49.928902
31 2025-08-31  32.773128   16.166871   49.064569
32 2025-09-30  32.409324   15.627904   49.242945
33 2025-10-31  32.033393   16.101107   48.561909
34 2025-11-30  31.669588   13.997282   48.653113
Forecast for South America and Product 229:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.785995   12.669369   57.539416
31 2025-08-31  35.612190   13.308366   57.154216
32 2025-09-30  35.443992   12.311260   57.088211
33 2025-10-31  35.270188   12.525099   57.419480
34 2025-11-30  35.101990   12.073882   56.884614
14:17:19 - cmdstanpy - INFO - Chain [1] start processing
14:17:19 - cmdstanpy - INFO - Chain [1] done processing
14:17:19 - cmdstanpy - INFO - Chain [1] start processing
14:17:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 230:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.430702   45.011979   77.711402
31 2025-08-31  62.482567   45.708129   78.273570
32 2025-09-30  63.500501   47.878382   79.962589
33 2025-10-31  64.552366   48.455687   80.804433
34 2025-11-30  65.570299   50.092489   81.546313
Forecast for South America and Product 231:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.542481   33.453551   73.588791
31 2025-08-31  53.364141   32.275858   74.905469
32 2025-09-30  54.159296   34.169529   75.109975
33 2025-10-31  54.980956   34.822806   76.803674
34 2025-11-30  55.776111   33.083655   76.066288
14:17:19 - cmdstanpy - INFO - Chain [1] start processing
14:17:19 - cmdstanpy - INFO - Chain [1] done processing
14:17:20 - cmdstanpy - INFO - Chain [1] start processing
14:17:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 232:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.792595   23.923915   55.437337
31 2025-08-31  39.970447   24.443523   54.781059
32 2025-09-30  40.142562   24.313887   55.282743
33 2025-10-31  40.320415   23.063556   54.947657
34 2025-11-30  40.492530   24.616590   56.049094
Forecast for South America and Product 233:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.217240   27.530069   62.158059
31 2025-08-31  44.484695   26.714467   63.527429
32 2025-09-30  44.743522   27.972556   61.988005
33 2025-10-31  45.010976   27.058994   63.875703
34 2025-11-30  45.269803   26.635464   62.839411
14:17:20 - cmdstanpy - INFO - Chain [1] start processing
14:17:20 - cmdstanpy - INFO - Chain [1] done processing
14:17:20 - cmdstanpy - INFO - Chain [1] start processing
14:17:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 234:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.033129   -3.615297   42.962343
31 2025-08-31  18.911403   -3.581794   41.558063
32 2025-09-30  17.825861   -4.775653   40.125806
33 2025-10-31  16.704135   -5.024889   41.723418
34 2025-11-30  15.618594   -7.801609   37.444895
Forecast for South America and Product 235:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.582380    8.123050   44.683587
31 2025-08-31  24.677558    6.835277   43.368462
32 2025-09-30  23.801922    5.877160   42.871464
33 2025-10-31  22.897099    4.386676   39.506272
34 2025-11-30  22.021464    2.917235   40.847555
14:17:20 - cmdstanpy - INFO - Chain [1] start processing
14:17:20 - cmdstanpy - INFO - Chain [1] done processing
14:17:20 - cmdstanpy - INFO - Chain [1] start processing
14:17:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 236:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.147408   27.250131   72.926958
31 2025-08-31  50.792758   27.897976   74.067647
32 2025-09-30  51.417290   29.171128   73.882188
33 2025-10-31  52.062640   28.804388   74.558385
34 2025-11-30  52.687172   28.643779   75.563461
Forecast for South America and Product 237:
           ds      yhat  yhat_lower  yhat_upper
30 2025-07-31  4.394050  -20.247020   26.591573
31 2025-08-31  2.422380  -19.358577   26.830290
32 2025-09-30  0.514312  -22.860320   21.834094
33 2025-10-31 -1.457359  -24.311844   20.979367
34 2025-11-30 -3.365427  -27.610118   20.674209
14:17:20 - cmdstanpy - INFO - Chain [1] start processing
14:17:21 - cmdstanpy - INFO - Chain [1] done processing
14:17:21 - cmdstanpy - INFO - Chain [1] start processing
14:17:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 238:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.286817   21.725402   55.881438
31 2025-08-31  36.521978   18.413319   55.131122
32 2025-09-30  35.781811   18.595847   53.992826
33 2025-10-31  35.016971   18.408002   51.995931
34 2025-11-30  34.276804   16.507730   52.259265
Forecast for South America and Product 239:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.504269   25.629599   62.816934
31 2025-08-31  45.913046   27.274286   64.263714
32 2025-09-30  46.308636   27.158215   63.039405
33 2025-10-31  46.717413   28.874043   64.490927
34 2025-11-30  47.113004   28.897310   65.328594
14:17:21 - cmdstanpy - INFO - Chain [1] start processing
14:17:21 - cmdstanpy - INFO - Chain [1] done processing
14:17:21 - cmdstanpy - INFO - Chain [1] start processing
14:17:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 240:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.730438    0.527774   38.374458
31 2025-08-31  18.483164    0.594681   36.933507
32 2025-09-30  17.276126   -1.076592   36.395351
33 2025-10-31  16.028853   -2.659702   35.327953
34 2025-11-30  14.821814   -4.436830   32.578595
Forecast for South America and Product 241:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.209511   12.412945   43.090393
31 2025-08-31  26.687218   10.981571   41.142334
32 2025-09-30  26.181773   10.469110   41.772095
33 2025-10-31  25.659480   10.982597   41.164050
34 2025-11-30  25.154035   11.722664   40.137681
14:17:21 - cmdstanpy - INFO - Chain [1] start processing
14:17:21 - cmdstanpy - INFO - Chain [1] done processing
14:17:21 - cmdstanpy - INFO - Chain [1] start processing
14:17:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 242:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.248424    6.998838   51.954133
31 2025-08-31  28.801269    4.991227   51.009472
32 2025-09-30  28.368539    5.188918   51.098719
33 2025-10-31  27.921385    4.508293   49.595835
34 2025-11-30  27.488655    3.895523   49.279841
Forecast for South America and Product 243:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.349466   26.572467   68.429389
31 2025-08-31  47.688624   27.785489   67.405498
32 2025-09-30  48.016840   27.534598   69.098671
33 2025-10-31  48.355998   25.161442   70.143633
34 2025-11-30  48.684215   28.862241   68.763098
14:17:22 - cmdstanpy - INFO - Chain [1] start processing
14:17:22 - cmdstanpy - INFO - Chain [1] done processing
14:17:22 - cmdstanpy - INFO - Chain [1] start processing
14:17:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 244:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.143618   33.940050   60.689310
31 2025-08-31  47.312177   34.294398   61.137637
32 2025-09-30  47.475298   34.049927   60.740592
33 2025-10-31  47.643856   33.561934   60.395808
34 2025-11-30  47.806977   34.242111   61.321878
Forecast for South America and Product 245:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.076974   21.158076   61.171423
31 2025-08-31  41.136751   21.848202   61.977054
32 2025-09-30  41.194600   21.586194   60.366532
33 2025-10-31  41.254376   22.860922   62.083796
34 2025-11-30  41.312225   20.644747   61.186904
14:17:22 - cmdstanpy - INFO - Chain [1] start processing
14:17:22 - cmdstanpy - INFO - Chain [1] done processing
14:17:22 - cmdstanpy - INFO - Chain [1] start processing
14:17:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 246:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.607477   17.056890   53.444564
31 2025-08-31  35.281454   17.832172   52.638712
32 2025-09-30  34.965947   15.125842   52.295098
33 2025-10-31  34.639923   17.103090   51.855954
34 2025-11-30  34.324417   16.321058   53.163347
Forecast for South America and Product 247:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.897795   20.740458   63.570622
31 2025-08-31  43.014265   22.524986   63.728118
32 2025-09-30  43.126977   20.355964   62.256354
33 2025-10-31  43.243446   22.087451   66.023277
34 2025-11-30  43.356158   24.228724   65.881504
14:17:22 - cmdstanpy - INFO - Chain [1] start processing
14:17:22 - cmdstanpy - INFO - Chain [1] done processing
14:17:23 - cmdstanpy - INFO - Chain [1] start processing
14:17:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 248:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.719386   24.607864   66.391911
31 2025-08-31  47.064970   26.001263   69.396404
32 2025-09-30  47.399406   27.033774   69.290201
33 2025-10-31  47.744991   24.763226   67.649990
34 2025-11-30  48.079427   26.775433   69.899545
Forecast for South America and Product 249:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  42.268451   25.190913   59.764068
30 2025-08-31  42.432014   26.686725   60.903648
31 2025-09-30  42.590302   25.164640   60.597385
32 2025-10-31  42.753865   24.621851   59.222644
33 2025-11-30  42.912152   24.894769   60.915342
14:17:23 - cmdstanpy - INFO - Chain [1] start processing
14:17:23 - cmdstanpy - INFO - Chain [1] done processing
14:17:23 - cmdstanpy - INFO - Chain [1] start processing
14:17:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 250:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.702483   12.542125   34.342650
31 2025-08-31  23.134148   12.979474   34.644649
32 2025-09-30  22.584148   11.287794   33.645080
33 2025-10-31  22.015813   10.458661   33.028355
34 2025-11-30  21.465812   10.029238   32.358026
Forecast for South America and Product 251:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.647399   31.808185   65.264218
31 2025-08-31  50.187064   33.734386   69.272206
32 2025-09-30  50.709321   32.839603   68.324913
33 2025-10-31  51.248986   33.657640   68.353514
34 2025-11-30  51.771243   33.728907   69.243183
14:17:23 - cmdstanpy - INFO - Chain [1] start processing
14:17:23 - cmdstanpy - INFO - Chain [1] done processing
14:17:23 - cmdstanpy - INFO - Chain [1] start processing
14:17:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 252:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.510356   24.128613   64.965937
31 2025-08-31  44.822685   23.482905   64.813237
32 2025-09-30  45.124939   25.421509   64.841140
33 2025-10-31  45.437268   27.217305   64.626364
34 2025-11-30  45.739522   27.028041   65.621649
Forecast for South America and Product 253:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.213320   16.454002   51.843835
31 2025-08-31  33.635462   15.976380   51.609044
32 2025-09-30  33.076244   14.555628   52.017436
33 2025-10-31  32.498385   14.483172   51.908707
34 2025-11-30  31.939168   13.914771   50.648155
14:17:23 - cmdstanpy - INFO - Chain [1] start processing
14:17:23 - cmdstanpy - INFO - Chain [1] done processing
14:17:24 - cmdstanpy - INFO - Chain [1] start processing
14:17:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 254:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.693740   26.494464   84.924892
31 2025-08-31  56.094648   26.866118   83.928869
32 2025-09-30  56.482624   25.928713   85.379528
33 2025-10-31  56.883533   31.065884   85.927857
34 2025-11-30  57.271509   26.858741   86.807577
Forecast for South America and Product 255:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.537301   20.264072   50.962501
31 2025-08-31  36.283524   21.360943   52.177895
32 2025-09-30  36.037933   21.377944   52.444777
33 2025-10-31  35.784156   20.581593   50.996471
34 2025-11-30  35.538565   20.097294   51.671529
14:17:24 - cmdstanpy - INFO - Chain [1] start processing
14:17:24 - cmdstanpy - INFO - Chain [1] done processing
14:17:24 - cmdstanpy - INFO - Chain [1] start processing
14:17:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 256:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.684424   12.885403   65.342497
31 2025-08-31  38.474872   11.715373   64.382614
32 2025-09-30  38.272079   14.261904   61.172616
33 2025-10-31  38.062527   14.325146   63.016798
34 2025-11-30  37.859735    8.994251   62.106035
Forecast for South America and Product 257:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.019960   42.863214   80.145474
31 2025-08-31  62.020830   43.826488   79.331768
32 2025-09-30  62.989414   44.581358   81.539896
33 2025-10-31  63.990284   46.281085   81.308843
34 2025-11-30  64.958868   46.317738   82.979596
14:17:24 - cmdstanpy - INFO - Chain [1] start processing
14:17:24 - cmdstanpy - INFO - Chain [1] done processing
14:17:24 - cmdstanpy - INFO - Chain [1] start processing
14:17:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 258:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.696448   15.359732   70.009654
31 2025-08-31  42.727371   13.250445   68.849116
32 2025-09-30  42.757296   15.349648   69.986646
33 2025-10-31  42.788218   15.473469   71.532372
34 2025-11-30  42.818143   13.643936   70.865842
Forecast for South America and Product 259:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.313802   34.039298   78.346786
31 2025-08-31  55.854548   34.536481   81.029824
32 2025-09-30  56.377850   36.262655   79.099227
33 2025-10-31  56.918596   35.206437   79.297051
34 2025-11-30  57.441898   35.670443   78.658625
14:17:25 - cmdstanpy - INFO - Chain [1] start processing
14:17:25 - cmdstanpy - INFO - Chain [1] done processing
14:17:25 - cmdstanpy - INFO - Chain [1] start processing
14:17:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 260:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.586072    8.913801   38.438463
31 2025-08-31  23.016575    6.792935   40.250371
32 2025-09-30  22.465448    6.759874   38.710308
33 2025-10-31  21.895951    5.958000   37.820675
34 2025-11-30  21.344824    5.670533   37.104746
Forecast for South America and Product 261:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.879691   11.053751   45.995355
31 2025-08-31  28.454318   10.416329   47.643473
32 2025-09-30  28.042667    7.795901   46.244227
33 2025-10-31  27.617294    9.599168   45.887630
34 2025-11-30  27.205643    9.053768   45.033504
14:17:25 - cmdstanpy - INFO - Chain [1] start processing
14:17:25 - cmdstanpy - INFO - Chain [1] done processing
14:17:25 - cmdstanpy - INFO - Chain [1] start processing
14:17:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 262:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.397037   -2.612789   45.696704
31 2025-08-31  20.085918   -3.615896   43.383571
32 2025-09-30  18.817094   -7.197008   44.055274
33 2025-10-31  17.505975   -8.499190   42.636000
34 2025-11-30  16.237150   -9.717702   43.230948
Forecast for South America and Product 263:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.997671   13.666001   51.239113
31 2025-08-31  31.604776   13.942669   49.229133
32 2025-09-30  31.224554   14.448267   49.227790
33 2025-10-31  30.831659   12.087417   48.494298
34 2025-11-30  30.451438   13.668009   49.201313
14:17:25 - cmdstanpy - INFO - Chain [1] start processing
14:17:25 - cmdstanpy - INFO - Chain [1] done processing
14:17:25 - cmdstanpy - INFO - Chain [1] start processing
14:17:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 264:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.876774   28.679052   67.243093
31 2025-08-31  48.016449   27.208825   65.819868
32 2025-09-30  48.151620   30.004302   66.089426
33 2025-10-31  48.291295   28.702593   68.661706
34 2025-11-30  48.426466   29.379772   68.121113
Forecast for South America and Product 265:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.051656   28.279562   69.658939
31 2025-08-31  49.440482   26.527175   69.023989
32 2025-09-30  49.816765   29.326329   71.234672
33 2025-10-31  50.205591   28.696619   71.039010
34 2025-11-30  50.581874   28.794998   72.049883
14:17:26 - cmdstanpy - INFO - Chain [1] start processing
14:17:26 - cmdstanpy - INFO - Chain [1] done processing
14:17:26 - cmdstanpy - INFO - Chain [1] start processing
14:17:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 266:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.367360    4.003952   48.390606
31 2025-08-31  25.551040    3.179766   48.403714
32 2025-09-30  24.761052    3.698618   46.073242
33 2025-10-31  23.944732    1.667665   46.637470
34 2025-11-30  23.154744    0.395263   44.772481
Forecast for South America and Product 267:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.465576   29.895638   60.101819
31 2025-08-31  45.892868   31.737494   61.456348
32 2025-09-30  46.306376   31.859147   61.962075
33 2025-10-31  46.733668   30.382294   63.048428
34 2025-11-30  47.147176   30.222859   61.487101
14:17:26 - cmdstanpy - INFO - Chain [1] start processing
14:17:26 - cmdstanpy - INFO - Chain [1] done processing
14:17:26 - cmdstanpy - INFO - Chain [1] start processing
14:17:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 268:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.817235   19.271030   50.903505
31 2025-08-31  35.759213   21.098336   50.934403
32 2025-09-30  35.703062   19.733931   50.142959
33 2025-10-31  35.645041   21.184774   51.694002
34 2025-11-30  35.588890   21.145266   50.869191
Forecast for South America and Product 269:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.930040   25.392891   64.418275
31 2025-08-31  45.252363   24.971994   64.951865
32 2025-09-30  45.564287   26.462301   65.336274
33 2025-10-31  45.886609   25.444706   64.608777
34 2025-11-30  46.198534   25.299143   65.669311
14:17:26 - cmdstanpy - INFO - Chain [1] start processing
14:17:26 - cmdstanpy - INFO - Chain [1] done processing
14:17:27 - cmdstanpy - INFO - Chain [1] start processing
14:17:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 270:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.655993   13.909107   54.305527
31 2025-08-31  35.039307   15.655390   56.292320
32 2025-09-30  34.442515   13.751133   55.766645
33 2025-10-31  33.825829   12.556308   54.663626
34 2025-11-30  33.229036   11.909224   54.367762
Forecast for South America and Product 271:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.670986    7.085826   46.118275
31 2025-08-31  25.968184    7.144211   47.662514
32 2025-09-30  25.288053    6.001995   45.536605
33 2025-10-31  24.585250    5.059149   42.927935
34 2025-11-30  23.905119    2.411467   44.662838
14:17:27 - cmdstanpy - INFO - Chain [1] start processing
14:17:27 - cmdstanpy - INFO - Chain [1] done processing
14:17:27 - cmdstanpy - INFO - Chain [1] start processing
14:17:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 272:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.856020    9.451448   53.333251
31 2025-08-31  30.441108    7.548611   53.518610
32 2025-09-30  30.039581    7.305108   52.596754
33 2025-10-31  29.624670    6.878125   52.203761
34 2025-11-30  29.223143    7.515957   52.238327
Forecast for South America and Product 273:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.940289   21.421898   67.658494
31 2025-08-31  45.137610   23.359342   69.054655
32 2025-09-30  45.328567   22.439384   70.035831
33 2025-10-31  45.525888   21.736975   70.520549
34 2025-11-30  45.716844   23.216708   68.512959
14:17:27 - cmdstanpy - INFO - Chain [1] start processing
14:17:27 - cmdstanpy - INFO - Chain [1] done processing
14:17:27 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 274:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.989087   26.223572   54.700170
31 2025-08-31  40.014542   24.194407   53.086270
32 2025-09-30  40.039175   25.149777   54.830251
33 2025-10-31  40.064630   24.699960   54.217734
34 2025-11-30  40.089263   25.363524   54.854675
14:17:28 - cmdstanpy - INFO - Chain [1] done processing
14:17:28 - cmdstanpy - INFO - Chain [1] start processing
14:17:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 275:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.935859   15.036216   58.684076
31 2025-08-31  36.510664   14.818397   57.663837
32 2025-09-30  36.099184   14.740456   57.338109
33 2025-10-31  35.673989   15.868222   57.362979
34 2025-11-30  35.262510   13.051215   58.318960
14:17:28 - cmdstanpy - INFO - Chain [1] start processing
14:17:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 276:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.196769   11.159055   51.358470
31 2025-08-31  29.575949    8.415661   49.343272
32 2025-09-30  28.975155    6.446366   49.818989
33 2025-10-31  28.354335    6.983305   48.514395
34 2025-11-30  27.753541    6.577253   49.812777
Forecast for South America and Product 277:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.326195   19.685067   48.766130
31 2025-08-31  34.075832   19.085804   49.853048
32 2025-09-30  33.833544   20.544787   49.328390
33 2025-10-31  33.583181   19.616466   47.934212
34 2025-11-30  33.340893   19.442021   47.540976
14:17:28 - cmdstanpy - INFO - Chain [1] start processing
14:17:28 - cmdstanpy - INFO - Chain [1] done processing
14:17:28 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 278:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.984230   11.713421   71.994456
31 2025-08-31  41.852974   10.853509   71.390911
32 2025-09-30  41.725953   12.306499   71.475775
33 2025-10-31  41.594697   12.211527   70.903537
34 2025-11-30  41.467676   11.393288   71.785354
14:17:28 - cmdstanpy - INFO - Chain [1] done processing
14:17:29 - cmdstanpy - INFO - Chain [1] start processing
14:17:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 279:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.526708   12.842210   43.601579
31 2025-08-31  26.760460   11.454456   42.250623
32 2025-09-30  26.018929   10.944139   41.050874
33 2025-10-31  25.252681    9.053832   40.846546
34 2025-11-30  24.511151    9.113405   39.330477
Forecast for South America and Product 280:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.451902   -4.770604   36.938861
31 2025-08-31  14.376606   -7.311002   35.163994
32 2025-09-30  13.335997   -8.151583   35.617049
33 2025-10-31  12.260701   -8.952707   34.178946
34 2025-11-30  11.220091   -9.283750   34.023576
14:17:29 - cmdstanpy - INFO - Chain [1] start processing
14:17:29 - cmdstanpy - INFO - Chain [1] done processing
14:17:29 - cmdstanpy - INFO - Chain [1] start processing
14:17:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 281:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.288334    2.056144   50.774641
31 2025-08-31  24.441733   -1.432085   47.144393
32 2025-09-30  23.622441   -0.860690   47.146343
33 2025-10-31  22.775839   -1.240681   45.659047
34 2025-11-30  21.956548   -2.298126   45.786798
Forecast for South America and Product 282:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.376022   25.293589   68.346871
31 2025-08-31  46.710741   24.426420   69.435338
32 2025-09-30  47.034663   25.489050   68.472306
33 2025-10-31  47.369382   24.432949   68.417639
34 2025-11-30  47.693304   26.513945   69.557444
14:17:29 - cmdstanpy - INFO - Chain [1] start processing
14:17:29 - cmdstanpy - INFO - Chain [1] done processing
14:17:29 - cmdstanpy - INFO - Chain [1] start processing
14:17:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 283:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.223739   16.209278   44.666871
31 2025-08-31  29.744136   15.265817   42.848509
32 2025-09-30  29.280004   16.680774   44.245130
33 2025-10-31  28.800400   14.389052   43.756686
34 2025-11-30  28.336268   13.725261   41.764315
Forecast for South America and Product 284:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.152765   35.859190   76.962292
31 2025-08-31  56.104772   36.225111   77.063228
32 2025-09-30  57.026068   36.439365   79.005241
33 2025-10-31  57.978075   38.781518   78.840871
34 2025-11-30  58.899372   38.881921   80.692540
14:17:30 - cmdstanpy - INFO - Chain [1] start processing
14:17:30 - cmdstanpy - INFO - Chain [1] done processing
14:17:30 - cmdstanpy - INFO - Chain [1] start processing
14:17:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 285:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.508624   17.338310   60.249765
31 2025-08-31  38.736460   17.634530   60.361682
32 2025-09-30  38.956947   17.396724   60.777558
33 2025-10-31  39.184783   17.272954   62.511756
34 2025-11-30  39.405270   17.675214   62.466841
Forecast for South America and Product 286:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  37.367141   14.257361   62.752973
30 2025-08-31  37.343875   13.317427   61.617127
31 2025-09-30  37.321360   13.745077   60.922218
32 2025-10-31  37.298094   13.290054   61.395527
33 2025-11-30  37.275579   12.084318   61.488822
14:17:30 - cmdstanpy - INFO - Chain [1] start processing
14:17:30 - cmdstanpy - INFO - Chain [1] done processing
14:17:30 - cmdstanpy - INFO - Chain [1] start processing
14:17:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 287:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.185927   28.677472   65.113097
31 2025-08-31  47.484895   30.185399   65.508926
32 2025-09-30  47.774219   30.434060   65.199402
33 2025-10-31  48.073187   29.138657   64.407588
34 2025-11-30  48.362511   31.358622   66.730702
Forecast for South America and Product 288:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  14.976661    2.970959   27.024739
31 2025-08-31  13.507459    1.233868   26.663280
32 2025-09-30  12.085650   -0.140455   24.668811
33 2025-10-31  10.616448   -1.392377   24.497895
34 2025-11-30   9.194640   -4.608586   22.162294
14:17:30 - cmdstanpy - INFO - Chain [1] start processing
14:17:30 - cmdstanpy - INFO - Chain [1] done processing
14:17:30 - cmdstanpy - INFO - Chain [1] start processing
14:17:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 289:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.526091   16.425260   53.996817
31 2025-08-31  36.549177   19.802256   56.748011
32 2025-09-30  36.571519   18.291054   55.521570
33 2025-10-31  36.594605   16.675152   56.013363
34 2025-11-30  36.616946   18.566688   55.973049
Forecast for South America and Product 290:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.771878   30.174992   65.026986
31 2025-08-31  47.911471   29.463743   64.774953
32 2025-09-30  48.046561   30.637293   66.358446
33 2025-10-31  48.186154   28.950699   66.259179
34 2025-11-30  48.321244   30.617120   65.756851
14:17:31 - cmdstanpy - INFO - Chain [1] start processing
14:17:31 - cmdstanpy - INFO - Chain [1] done processing
14:17:31 - cmdstanpy - INFO - Chain [1] start processing
14:17:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 291:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.684937   24.896183   54.942964
31 2025-08-31  40.961077   26.366714   56.426457
32 2025-09-30  41.228309   25.935250   56.927704
33 2025-10-31  41.504450   24.868354   57.478213
34 2025-11-30  41.771682   26.396335   55.824934
Forecast for South America and Product 292:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.853824   25.932246   66.170572
31 2025-08-31  46.233677   25.938711   65.368200
32 2025-09-30  46.601278   26.371569   67.220815
33 2025-10-31  46.981132   27.778835   65.351236
34 2025-11-30  47.348732   28.009962   66.670564
14:17:31 - cmdstanpy - INFO - Chain [1] start processing
14:17:31 - cmdstanpy - INFO - Chain [1] done processing
14:17:31 - cmdstanpy - INFO - Chain [1] start processing
14:17:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 293:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.854569   18.180969   58.727133
31 2025-08-31  37.556935   16.317708   56.411260
32 2025-09-30  37.268902   16.647970   57.006548
33 2025-10-31  36.971269   17.951958   56.132831
34 2025-11-30  36.683236   16.255011   56.020985
Forecast for South America and Product 294:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.197161   12.668397   56.814764
31 2025-08-31  34.100707   12.881590   55.127171
32 2025-09-30  34.007365   13.488762   54.642830
33 2025-10-31  33.910911   11.154867   55.817406
34 2025-11-30  33.817569   12.500143   54.795694
14:17:31 - cmdstanpy - INFO - Chain [1] start processing
14:17:31 - cmdstanpy - INFO - Chain [1] done processing
14:17:31 - cmdstanpy - INFO - Chain [1] start processing
14:17:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 295:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.947899   22.223289   47.879857
31 2025-08-31  34.756501   20.718682   47.475299
32 2025-09-30  34.571277   21.783025   48.010883
33 2025-10-31  34.379880   21.131516   48.176015
34 2025-11-30  34.194656   21.927703   47.461179
Forecast for South America and Product 296:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.733062   12.891050   45.795101
31 2025-08-31  29.463603   13.083987   46.270810
32 2025-09-30  29.202837   14.150245   46.484469
33 2025-10-31  28.933379   12.391849   44.776947
34 2025-11-30  28.672613   11.799862   44.590565
14:17:32 - cmdstanpy - INFO - Chain [1] start processing
14:17:32 - cmdstanpy - INFO - Chain [1] done processing
14:17:32 - cmdstanpy - INFO - Chain [1] start processing
14:17:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 297:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.058236   18.275240   57.071213
31 2025-08-31  38.003104   17.801315   58.310104
32 2025-09-30  37.949750   18.178953   57.208460
33 2025-10-31  37.894618   18.612346   55.110280
34 2025-11-30  37.841264   18.580830   56.935043
Forecast for South America and Product 298:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.409602   24.394451   69.818550
31 2025-08-31  47.726022   25.415659   69.522578
32 2025-09-30  48.032234   26.780102   69.820763
33 2025-10-31  48.348654   26.680790   70.612707
34 2025-11-30  48.654866   27.057223   71.133729
14:17:32 - cmdstanpy - INFO - Chain [1] start processing
14:17:32 - cmdstanpy - INFO - Chain [1] done processing
14:17:32 - cmdstanpy - INFO - Chain [1] start processing
14:17:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 299:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.653478   33.941619   75.110984
31 2025-08-31  54.117378   31.793222   77.450020
32 2025-09-30  54.566315   31.872696   76.314124
33 2025-10-31  55.030215   32.370084   77.452476
34 2025-11-30  55.479151   33.794663   76.243599
Forecast for South America and Product 300:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.928325    8.274515   47.659967
31 2025-08-31  27.331416    7.318777   47.250424
32 2025-09-30  26.753763    7.651315   46.074358
33 2025-10-31  26.156854    6.425926   45.125469
34 2025-11-30  25.579201    5.801228   46.020453
14:17:32 - cmdstanpy - INFO - Chain [1] start processing
14:17:32 - cmdstanpy - INFO - Chain [1] done processing
14:17:33 - cmdstanpy - INFO - Chain [1] start processing
14:17:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 301:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.070812   26.028758   52.833689
31 2025-08-31  40.034909   26.498590   52.665248
32 2025-09-30  40.000165   26.418365   52.615594
33 2025-10-31  39.964263   26.586544   53.612687
34 2025-11-30  39.929519   27.013909   53.706631
Forecast for South America and Product 302:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.124164   21.653366   58.890767
31 2025-08-31  41.089984   23.539124   60.116502
32 2025-09-30  41.056907   23.185159   60.036345
33 2025-10-31  41.022726   23.872583   59.265734
34 2025-11-30  40.989649   23.084970   59.576717
14:17:33 - cmdstanpy - INFO - Chain [1] start processing
14:17:33 - cmdstanpy - INFO - Chain [1] done processing
14:17:33 - cmdstanpy - INFO - Chain [1] start processing
14:17:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 303:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.863773   16.254512   52.663040
31 2025-08-31  33.635604   17.292314   50.078735
32 2025-09-30  33.414795   16.210669   51.080318
33 2025-10-31  33.186626   15.016457   50.032622
34 2025-11-30  32.965817   17.653533   48.237345
Forecast for South America and Product 304:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.747566   17.069990   53.624952
31 2025-08-31  35.561756   17.288066   55.637938
32 2025-09-30  35.381941   16.561422   55.252233
33 2025-10-31  35.196132   16.236273   54.980425
34 2025-11-30  35.016317   17.940140   54.879356
14:17:33 - cmdstanpy - INFO - Chain [1] start processing
14:17:33 - cmdstanpy - INFO - Chain [1] done processing
14:17:33 - cmdstanpy - INFO - Chain [1] start processing
14:17:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 305:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.384787   15.519524   60.913783
31 2025-08-31  38.163214   16.018538   59.459383
32 2025-09-30  37.948788   14.867489   61.919774
33 2025-10-31  37.727215   14.745319   60.891373
34 2025-11-30  37.512789   14.038753   60.119359
Forecast for South America and Product 306:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.035889   24.993095   72.187815
31 2025-08-31  48.447756   25.706339   72.325939
32 2025-09-30  48.846338   23.829619   71.837910
33 2025-10-31  49.258206   24.988253   73.593768
34 2025-11-30  49.656787   26.998147   75.249438
14:17:33 - cmdstanpy - INFO - Chain [1] start processing
14:17:33 - cmdstanpy - INFO - Chain [1] done processing
14:17:34 - cmdstanpy - INFO - Chain [1] start processing
14:17:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 307:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.343541   23.124946   57.296219
31 2025-08-31  40.308080   23.153170   56.795387
32 2025-09-30  40.273762   22.863143   58.247045
33 2025-10-31  40.238300   21.517598   58.612746
34 2025-11-30  40.203983   22.627364   55.906768
Forecast for South America and Product 308:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.246025   16.552818   44.989296
31 2025-08-31  31.076643   16.999679   43.977625
32 2025-09-30  30.912726   16.553807   45.665288
33 2025-10-31  30.743344   16.208219   44.845227
34 2025-11-30  30.579426   16.765640   45.479268
14:17:34 - cmdstanpy - INFO - Chain [1] start processing
14:17:34 - cmdstanpy - INFO - Chain [1] done processing
14:17:34 - cmdstanpy - INFO - Chain [1] start processing
14:17:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 309:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.491962   14.823996   44.352993
31 2025-08-31  28.742947   14.123008   43.555235
32 2025-09-30  28.018094   12.329665   43.779305
33 2025-10-31  27.269080   11.241509   40.821126
34 2025-11-30  26.544227   12.073747   41.432356
Forecast for South America and Product 310:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.190828   11.931977   64.395003
31 2025-08-31  36.790505    9.766996   64.145646
32 2025-09-30  36.403096   10.156258   63.047174
33 2025-10-31  36.002774   10.021297   63.841498
34 2025-11-30  35.615365    9.243837   61.816622
14:17:34 - cmdstanpy - INFO - Chain [1] start processing
14:17:34 - cmdstanpy - INFO - Chain [1] done processing
14:17:34 - cmdstanpy - INFO - Chain [1] start processing
14:17:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 311:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.376658   33.580914   73.738754
31 2025-08-31  53.994257   33.760483   73.694323
32 2025-09-30  54.591934   33.802837   73.867537
33 2025-10-31  55.209533   36.183785   75.080422
34 2025-11-30  55.807210   36.678215   76.049235
Forecast for South America and Product 312:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.091153   12.749123   64.314108
31 2025-08-31  38.976789   11.861595   66.121864
32 2025-09-30  38.866115   10.787698   64.107531
33 2025-10-31  38.751751   10.294443   64.114620
34 2025-11-30  38.641076   11.451784   66.241798
14:17:35 - cmdstanpy - INFO - Chain [1] start processing
14:17:35 - cmdstanpy - INFO - Chain [1] done processing
14:17:35 - cmdstanpy - INFO - Chain [1] start processing
14:17:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 313:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.367029   22.501408   54.563354
31 2025-08-31  38.318928   22.066882   54.410570
32 2025-09-30  38.272379   22.179380   54.317380
33 2025-10-31  38.224278   21.379481   55.200967
34 2025-11-30  38.177729   21.907823   54.676276
Forecast for South America and Product 314:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.834910   23.688422   60.112081
31 2025-08-31  43.126909   26.342048   61.036254
32 2025-09-30  43.409488   23.476520   60.803354
33 2025-10-31  43.701486   24.290471   60.867892
34 2025-11-30  43.984065   24.773980   60.703001
14:17:35 - cmdstanpy - INFO - Chain [1] start processing
14:17:35 - cmdstanpy - INFO - Chain [1] done processing
14:17:35 - cmdstanpy - INFO - Chain [1] start processing
14:17:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 315:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.970640   28.559849   71.147982
31 2025-08-31  50.370573   31.188740   71.652516
32 2025-09-30  50.757605   30.848829   70.561507
33 2025-10-31  51.157538   31.538673   72.412060
34 2025-11-30  51.544570   32.045012   72.307944
Forecast for South America and Product 316:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.423797   24.176656   61.099862
31 2025-08-31  42.574517   24.945532   61.604950
32 2025-09-30  42.720374   24.886806   59.675162
33 2025-10-31  42.871094   26.055422   60.951426
34 2025-11-30  43.016952   25.327934   61.783767
14:17:35 - cmdstanpy - INFO - Chain [1] start processing
14:17:35 - cmdstanpy - INFO - Chain [1] done processing
14:17:35 - cmdstanpy - INFO - Chain [1] start processing
14:17:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 317:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.267620    8.906740   51.856130
31 2025-08-31  28.782307    7.197104   51.994152
32 2025-09-30  28.312649    8.413023   50.047883
33 2025-10-31  27.827336    6.675605   49.407122
34 2025-11-30  27.357678    7.403534   50.432722
Forecast for South America and Product 318:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.305290   27.675149   66.050738
31 2025-08-31  47.761078   28.359492   67.148788
32 2025-09-30  48.202163   30.436404   66.407534
33 2025-10-31  48.657951   32.435564   67.649586
34 2025-11-30  49.099037   30.729921   65.755957
14:17:36 - cmdstanpy - INFO - Chain [1] start processing
14:17:36 - cmdstanpy - INFO - Chain [1] done processing
14:17:36 - cmdstanpy - INFO - Chain [1] start processing
14:17:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 319:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.164914   13.352443   48.600736
31 2025-08-31  30.925505   12.514175   48.927650
32 2025-09-30  30.693819   13.386558   48.936740
33 2025-10-31  30.454410   11.868267   48.592647
34 2025-11-30  30.222723   12.123845   47.354741
Forecast for South America and Product 320:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.239367   14.541422   43.832167
31 2025-08-31  28.674634   13.260978   42.468693
32 2025-09-30  28.128119   13.336784   43.342057
33 2025-10-31  27.563386   13.002189   43.544870
34 2025-11-30  27.016871   12.495933   41.719301
14:17:36 - cmdstanpy - INFO - Chain [1] start processing
14:17:36 - cmdstanpy - INFO - Chain [1] done processing
14:17:36 - cmdstanpy - INFO - Chain [1] start processing
14:17:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 321:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.755861   27.394326   66.806965
31 2025-08-31  47.141406   26.509044   65.344801
32 2025-09-30  47.514515   27.688535   67.388138
33 2025-10-31  47.900060   28.336385   67.048407
34 2025-11-30  48.273169   28.228244   67.672936
Forecast for South America and Product 322:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.331070   33.497618   74.823276
31 2025-08-31  54.909023   33.856829   76.027557
32 2025-09-30  55.468332   34.602456   76.101018
33 2025-10-31  56.046286   35.864950   77.704366
34 2025-11-30  56.605595   35.630176   77.903610
14:17:36 - cmdstanpy - INFO - Chain [1] start processing
14:17:36 - cmdstanpy - INFO - Chain [1] done processing
14:17:36 - cmdstanpy - INFO - Chain [1] start processing
14:17:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 323:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.632593   19.699480   54.464617
31 2025-08-31  36.503528   19.860073   53.392273
32 2025-09-30  36.378626   19.366681   53.559573
33 2025-10-31  36.249560   19.654823   54.217365
34 2025-11-30  36.124658   18.526280   51.844185
Forecast for South America and Product 324:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.995309   18.867755   44.267499
31 2025-08-31  30.571026   17.715217   44.376523
32 2025-09-30  30.160430   15.901750   43.612699
33 2025-10-31  29.736147   15.094132   42.750453
34 2025-11-30  29.325550   15.805615   42.727838
14:17:37 - cmdstanpy - INFO - Chain [1] start processing
14:17:37 - cmdstanpy - INFO - Chain [1] done processing
14:17:37 - cmdstanpy - INFO - Chain [1] start processing
14:17:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 325:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.668997    7.952661   43.351303
31 2025-08-31  25.035971    7.317906   42.728227
32 2025-09-30  24.423365    6.882651   41.950108
33 2025-10-31  23.790339    6.191481   41.273765
34 2025-11-30  23.177733    5.915387   40.594230
Forecast for South America and Product 326:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.460588   12.235375   47.130958
31 2025-08-31  28.989103   10.845471   46.513413
32 2025-09-30  28.532827   11.486939   48.071250
33 2025-10-31  28.061342   10.010569   46.094020
34 2025-11-30  27.605066   11.101460   46.715087
14:17:37 - cmdstanpy - INFO - Chain [1] start processing
14:17:37 - cmdstanpy - INFO - Chain [1] done processing
14:17:37 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 327:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.324252   19.342945   48.533251
31 2025-08-31  33.997173   19.083832   48.552388
32 2025-09-30  33.680645   19.076389   47.815522
33 2025-10-31  33.353567   19.470525   48.473215
34 2025-11-30  33.037039   19.188278   47.697850
14:17:37 - cmdstanpy - INFO - Chain [1] done processing
14:17:37 - cmdstanpy - INFO - Chain [1] start processing
14:17:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 328:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.731065    0.497862   32.758336
31 2025-08-31  16.703409   -0.117373   34.970095
32 2025-09-30  15.708904   -1.276506   32.601838
33 2025-10-31  14.681248   -2.145068   30.709985
34 2025-11-30  13.686743   -2.414097   31.344248
Forecast for South America and Product 329:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.202454   13.972196   51.893045
31 2025-08-31  31.995228   12.986414   51.882007
32 2025-09-30  31.794687   11.890612   51.580777
33 2025-10-31  31.587462   13.427543   50.033698
34 2025-11-30  31.386921   12.471834   50.108825
14:17:38 - cmdstanpy - INFO - Chain [1] start processing
14:17:38 - cmdstanpy - INFO - Chain [1] done processing
14:17:38 - cmdstanpy - INFO - Chain [1] start processing
14:17:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 330:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.001989   21.752532   68.830274
31 2025-08-31  46.333415   23.264282   70.181051
32 2025-09-30  46.654149   21.845132   71.849322
33 2025-10-31  46.985574   21.029287   70.997581
34 2025-11-30  47.306308   23.855869   71.907604
14:17:38 - cmdstanpy - INFO - Chain [1] start processing
14:17:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 331:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.741382   16.913155   68.458267
31 2025-08-31  42.903958   15.967504   69.114022
32 2025-09-30  43.061289   16.169581   69.852026
33 2025-10-31  43.223865   18.184376   69.040205
34 2025-11-30  43.381196   18.098088   69.023823
Forecast for South America and Product 332:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.941222   22.671891   70.638027
31 2025-08-31  47.241752   23.032454   70.930045
32 2025-09-30  47.532588   23.011579   71.770978
33 2025-10-31  47.833119   22.872664   73.350414
34 2025-11-30  48.123955   24.452222   71.850638
14:17:38 - cmdstanpy - INFO - Chain [1] start processing
14:17:38 - cmdstanpy - INFO - Chain [1] done processing
14:17:38 - cmdstanpy - INFO - Chain [1] start processing
14:17:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 333:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.720103    7.680173   53.259842
31 2025-08-31  29.323115    6.934988   52.773017
32 2025-09-30  28.938933    5.897997   51.261241
33 2025-10-31  28.541945    6.405913   50.919104
34 2025-11-30  28.157763    5.476963   50.478213
Forecast for South America and Product 334:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.181483   11.990496   66.765197
31 2025-08-31  38.814149   10.670553   66.071948
32 2025-09-30  38.458664   10.007246   66.423457
33 2025-10-31  38.091330   12.080337   66.770861
34 2025-11-30  37.735846    8.115089   65.517828
14:17:39 - cmdstanpy - INFO - Chain [1] start processing
14:17:39 - cmdstanpy - INFO - Chain [1] done processing
14:17:39 - cmdstanpy - INFO - Chain [1] start processing
14:17:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 335:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.621200   28.745196   65.024439
31 2025-08-31  48.081891   29.506929   68.118546
32 2025-09-30  48.527722   29.302192   67.183409
33 2025-10-31  48.988413   30.165093   68.092179
34 2025-11-30  49.434244   29.354645   66.948455
Forecast for South America and Product 336:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.008759    6.382938   54.740752
31 2025-08-31  30.576329    5.653039   55.299687
32 2025-09-30  30.157848    4.917691   55.832648
33 2025-10-31  29.725418    5.599776   54.443352
34 2025-11-30  29.306938    4.321274   54.173644
14:17:39 - cmdstanpy - INFO - Chain [1] start processing
14:17:39 - cmdstanpy - INFO - Chain [1] done processing
14:17:39 - cmdstanpy - INFO - Chain [1] start processing
14:17:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 337:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.158037    4.840171   34.357313
31 2025-08-31  19.269501    3.906612   35.868161
32 2025-09-30  18.409628    3.485802   33.527235
33 2025-10-31  17.521093    2.559439   32.184291
34 2025-11-30  16.661220    1.340321   31.468891
Forecast for South America and Product 338:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.399700   19.917244   52.375612
31 2025-08-31  36.278635   20.633027   51.903053
32 2025-09-30  36.161475   20.009853   52.463643
33 2025-10-31  36.040410   19.264839   53.205911
34 2025-11-30  35.923251   18.552813   52.228434
14:17:39 - cmdstanpy - INFO - Chain [1] start processing
14:17:39 - cmdstanpy - INFO - Chain [1] done processing
14:17:39 - cmdstanpy - INFO - Chain [1] start processing
14:17:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 339:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.611757   32.464383   68.025410
31 2025-08-31  50.994209   33.379380   67.763574
32 2025-09-30  51.364324   33.499337   68.591131
33 2025-10-31  51.746777   33.918327   69.565645
34 2025-11-30  52.116892   34.902670   72.270810
Forecast for South America and Product 340:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.316417   36.478866   72.821374
31 2025-08-31  54.801252   35.681894   73.621945
32 2025-09-30  55.270447   37.192304   73.185014
33 2025-10-31  55.755281   36.665270   74.635381
34 2025-11-30  56.224476   38.147773   75.424056
14:17:40 - cmdstanpy - INFO - Chain [1] start processing
14:17:40 - cmdstanpy - INFO - Chain [1] done processing
14:17:40 - cmdstanpy - INFO - Chain [1] start processing
14:17:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 341:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.334072    6.659118   38.161141
31 2025-08-31  21.651011    6.179059   36.696321
32 2025-09-30  20.989985    5.332900   36.469450
33 2025-10-31  20.306924    3.459305   36.419355
34 2025-11-30  19.645897    3.392010   35.600466
Forecast for South America and Product 342:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.205406    8.245719   51.003756
31 2025-08-31  29.638959    9.433882   50.369715
32 2025-09-30  29.090785    9.029018   50.052796
33 2025-10-31  28.524339    8.102992   49.132552
34 2025-11-30  27.976165    6.093322   48.338734
14:17:40 - cmdstanpy - INFO - Chain [1] start processing
14:17:40 - cmdstanpy - INFO - Chain [1] done processing
14:17:40 - cmdstanpy - INFO - Chain [1] start processing
14:17:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 343:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.472330   12.971736   45.677611
31 2025-08-31  28.915734   12.986443   45.311546
32 2025-09-30  28.377093   12.533356   45.001981
33 2025-10-31  27.820498   11.498354   44.731929
34 2025-11-30  27.281857   10.819463   43.164921
14:17:40 - cmdstanpy - INFO - Chain [1] start processing
14:17:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 344:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.207457   17.011094   63.660587
31 2025-08-31  40.279134   17.066127   61.928135
32 2025-09-30  40.348498   19.545366   61.257292
33 2025-10-31  40.420175   17.638052   61.580304
34 2025-11-30  40.489539   18.838875   63.282741
Forecast for South America and Product 345:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.805454   24.790708   59.183439
31 2025-08-31  41.772404   25.427184   58.559814
32 2025-09-30  41.740419   25.930699   59.120330
33 2025-10-31  41.707369   24.656412   58.312844
34 2025-11-30  41.675385   24.872558   58.329160
14:17:41 - cmdstanpy - INFO - Chain [1] start processing
14:17:41 - cmdstanpy - INFO - Chain [1] done processing
14:17:41 - cmdstanpy - INFO - Chain [1] start processing
14:17:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 346:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.036209   17.274830   54.143567
31 2025-08-31  35.774976   16.170876   55.573283
32 2025-09-30  35.522169   17.049083   54.324500
33 2025-10-31  35.260936   17.779186   55.047682
34 2025-11-30  35.008130   15.890934   54.807531
Forecast for South America and Product 347:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.677118   10.328629   54.700823
31 2025-08-31  32.138311   10.765855   54.614540
32 2025-09-30  31.616885   10.162891   55.369885
33 2025-10-31  31.078078    8.281938   53.593032
34 2025-11-30  30.556651    8.431585   53.831715
14:17:41 - cmdstanpy - INFO - Chain [1] start processing
14:17:41 - cmdstanpy - INFO - Chain [1] done processing
14:17:41 - cmdstanpy - INFO - Chain [1] start processing
14:17:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 348:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.140029    6.197598   38.016190
31 2025-08-31  21.367085    6.207215   36.601101
32 2025-09-30  20.619074    4.476567   35.108288
33 2025-10-31  19.846130    4.474302   35.213685
34 2025-11-30  19.098119    4.282374   33.651316
Forecast for South America and Product 349:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.967206   23.234308   62.899498
31 2025-08-31  44.235854   24.453544   62.691386
32 2025-09-30  44.495835   25.049597   62.941119
33 2025-10-31  44.764482   25.895427   65.469116
34 2025-11-30  45.024463   26.217883   65.881192
14:17:41 - cmdstanpy - INFO - Chain [1] start processing
14:17:41 - cmdstanpy - INFO - Chain [1] done processing
14:17:42 - cmdstanpy - INFO - Chain [1] start processing
14:17:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 350:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.907820   16.683151   54.834472
31 2025-08-31  35.586791   16.282132   53.733566
32 2025-09-30  35.276117   17.033284   55.206811
33 2025-10-31  34.955088   15.224457   54.157565
34 2025-11-30  34.644415   13.988499   53.861000
14:17:42 - cmdstanpy - INFO - Chain [1] start processing
14:17:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 351:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.975034   34.520669   77.924496
31 2025-08-31  56.558676   37.649440   76.780943
32 2025-09-30  57.123489   37.258974   78.898986
33 2025-10-31  57.707131   37.262633   77.681366
34 2025-11-30  58.271945   36.801091   77.309961
Forecast for South America and Product 352:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.463549   11.419479   55.708394
31 2025-08-31  34.007156   10.645225   58.223660
32 2025-09-30  33.565485   12.866283   56.467557
33 2025-10-31  33.109093    9.124115   57.308664
34 2025-11-30  32.667422    8.221247   56.384292
14:17:42 - cmdstanpy - INFO - Chain [1] start processing
14:17:42 - cmdstanpy - INFO - Chain [1] done processing
14:17:42 - cmdstanpy - INFO - Chain [1] start processing
14:17:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 353:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.155602   10.805209   58.113456
31 2025-08-31  34.675490    9.419726   57.133104
32 2025-09-30  34.210865   12.082792   57.904074
33 2025-10-31  33.730753    8.845285   57.913105
34 2025-11-30  33.266128    9.983503   56.026448
Forecast for South America and Product 354:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  11.128642   -1.774362   24.133165
31 2025-08-31   9.973060   -2.217533   21.310999
32 2025-09-30   8.854755   -3.825537   21.109053
33 2025-10-31   7.699173   -5.075055   20.876025
34 2025-11-30   6.580868   -5.471745   18.859140
14:17:42 - cmdstanpy - INFO - Chain [1] start processing
14:17:42 - cmdstanpy - INFO - Chain [1] done processing
14:17:43 - cmdstanpy - INFO - Chain [1] start processing
14:17:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 355:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.988663   18.141047   65.924021
31 2025-08-31  41.119360   17.611306   64.512024
32 2025-09-30  41.245840   19.668968   63.779060
33 2025-10-31  41.376537   18.272279   64.060003
34 2025-11-30  41.503018   19.566248   63.663909
Forecast for South America and Product 356:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.196400   16.127148   52.468499
31 2025-08-31  33.999904   16.338123   53.770265
32 2025-09-30  33.809746   15.332826   52.293576
33 2025-10-31  33.613250   14.209869   51.561616
34 2025-11-30  33.423092   13.535936   53.935225
14:17:43 - cmdstanpy - INFO - Chain [1] start processing
14:17:43 - cmdstanpy - INFO - Chain [1] done processing
14:17:43 - cmdstanpy - INFO - Chain [1] start processing
14:17:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 357:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.848914   16.939730   61.106682
31 2025-08-31  38.768345   16.632999   60.438859
32 2025-09-30  38.690374   16.210151   61.400807
33 2025-10-31  38.609804   16.056261   60.074410
34 2025-11-30  38.531834   17.607626   60.084233
Forecast for South America and Product 358:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.577280   21.739975   54.126069
31 2025-08-31  37.535992   22.039390   53.072254
32 2025-09-30  37.496036   21.147258   53.385134
33 2025-10-31  37.454749   21.564516   52.791316
34 2025-11-30  37.414793   21.427713   52.330122
14:17:43 - cmdstanpy - INFO - Chain [1] start processing
14:17:43 - cmdstanpy - INFO - Chain [1] done processing
14:17:44 - cmdstanpy - INFO - Chain [1] start processing
14:17:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 359:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  63.113150   45.156239   80.596286
31 2025-08-31  64.130924   45.354558   81.293873
32 2025-09-30  65.115867   46.805830   83.016135
33 2025-10-31  66.133642   46.527214   84.094508
34 2025-11-30  67.118585   50.985566   85.759633
14:17:44 - cmdstanpy - INFO - Chain [1] start processing
14:17:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 360:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.368074   24.921193   62.299723
31 2025-08-31  45.894469   26.178425   64.793947
32 2025-09-30  46.403883   27.064821   65.574705
33 2025-10-31  46.930278   30.075965   65.431964
34 2025-11-30  47.439693   28.295971   65.084177
Forecast for South America and Product 361:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.462194   16.243403   50.505821
31 2025-08-31  33.000024   14.310796   50.374900
32 2025-09-30  32.552763   16.072565   49.801970
33 2025-10-31  32.090593   13.668600   48.754569
34 2025-11-30  31.643332   14.814907   50.008031
14:17:44 - cmdstanpy - INFO - Chain [1] start processing
14:17:44 - cmdstanpy - INFO - Chain [1] done processing
14:17:44 - cmdstanpy - INFO - Chain [1] start processing
14:17:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 362:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.408888   -0.221964   36.373800
31 2025-08-31  17.108665   -0.837222   35.695858
32 2025-09-30  15.850385   -3.013722   35.102848
33 2025-10-31  14.550162   -3.827477   32.552445
34 2025-11-30  13.291882   -4.790066   31.247290
Forecast for South America and Product 363:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.948685   10.223938   48.065158
31 2025-08-31  28.432981    9.631144   46.885702
32 2025-09-30  27.933912   10.247459   46.983191
33 2025-10-31  27.418208    7.955580   45.750682
34 2025-11-30  26.919139    9.956765   45.638783
14:17:44 - cmdstanpy - INFO - Chain [1] start processing
14:17:44 - cmdstanpy - INFO - Chain [1] done processing
14:17:45 - cmdstanpy - INFO - Chain [1] start processing
14:17:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 364:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.561929   14.059515   44.790155
31 2025-08-31  29.010779   12.553899   44.158791
32 2025-09-30  28.477408   11.623606   45.676438
33 2025-10-31  27.926258   13.215708   44.413556
34 2025-11-30  27.392887   10.858019   44.070686
Forecast for South America and Product 365:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.696273   25.184370   59.947448
31 2025-08-31  42.906846   26.373696   59.055833
32 2025-09-30  43.110626   23.982635   60.420693
33 2025-10-31  43.321199   25.919783   60.419568
34 2025-11-30  43.524979   24.791948   61.126881
14:17:45 - cmdstanpy - INFO - Chain [1] start processing
14:17:45 - cmdstanpy - INFO - Chain [1] done processing
14:17:45 - cmdstanpy - INFO - Chain [1] start processing
14:17:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 366:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.343604   20.504684   54.163285
31 2025-08-31  36.985062   20.253105   54.410032
32 2025-09-30  36.638085   19.116578   54.780125
33 2025-10-31  36.279543   18.153040   53.520043
34 2025-11-30  35.932566   17.313588   53.104666
Forecast for South America and Product 367:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.478974   42.502234   76.522070
31 2025-08-31  61.195908   44.989370   78.818380
32 2025-09-30  61.889715   44.516794   79.746444
33 2025-10-31  62.606648   45.830926   79.448463
34 2025-11-30  63.300455   45.387639   79.734926
14:17:45 - cmdstanpy - INFO - Chain [1] start processing
14:17:45 - cmdstanpy - INFO - Chain [1] done processing
14:17:45 - cmdstanpy - INFO - Chain [1] start processing
14:17:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 368:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.508699   13.047954   49.317022
31 2025-08-31  31.305439   12.778824   48.093872
32 2025-09-30  31.108736   12.024591   50.016733
33 2025-10-31  30.905477   12.486381   47.912611
34 2025-11-30  30.708774   13.562683   48.870985
Forecast for South America and Product 369:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  61.906876   45.811845   78.872674
31 2025-08-31  62.990161   46.518981   78.809414
32 2025-09-30  64.038501   46.673238   80.943523
33 2025-10-31  65.121786   49.523059   81.169401
34 2025-11-30  66.170127   49.605502   82.608709
14:17:45 - cmdstanpy - INFO - Chain [1] start processing
14:17:46 - cmdstanpy - INFO - Chain [1] done processing
14:17:46 - cmdstanpy - INFO - Chain [1] start processing
14:17:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 370:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.416959    6.841316   47.014732
31 2025-08-31  25.864325    4.835504   44.190097
32 2025-09-30  25.329518    4.989561   44.729708
33 2025-10-31  24.776884    6.126947   45.469760
34 2025-11-30  24.242077    4.857880   43.583333
Forecast for South America and Product 371:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.272126   14.863546   48.886088
31 2025-08-31  30.792015   14.764854   47.620993
32 2025-09-30  30.327392   13.917701   47.477600
33 2025-10-31  29.847281   13.291112   46.126715
34 2025-11-30  29.382658   13.371779   45.090969
14:17:46 - cmdstanpy - INFO - Chain [1] start processing
14:17:46 - cmdstanpy - INFO - Chain [1] done processing
14:17:46 - cmdstanpy - INFO - Chain [1] start processing
14:17:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 372:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.893501    4.308451   46.625019
31 2025-08-31  24.103478    4.826305   44.811832
32 2025-09-30  23.338940    3.473464   43.880973
33 2025-10-31  22.548917    2.614015   41.864301
34 2025-11-30  21.784379    2.017739   41.848043
Forecast for South America and Product 373:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.265123    6.761957   52.377441
31 2025-08-31  28.854010    4.674397   51.490864
32 2025-09-30  28.456158    6.197775   53.609041
33 2025-10-31  28.045045    7.052876   50.981276
34 2025-11-30  27.647194    4.616349   50.766104
14:17:46 - cmdstanpy - INFO - Chain [1] start processing
14:17:46 - cmdstanpy - INFO - Chain [1] done processing
14:17:46 - cmdstanpy - INFO - Chain [1] start processing
14:17:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 374:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.573455    9.529112   55.007838
31 2025-08-31  32.189679    8.163304   54.613339
32 2025-09-30  31.818284    8.271649   54.608929
33 2025-10-31  31.434508    8.349901   52.950961
34 2025-11-30  31.063113    7.384811   54.069747
Forecast for South America and Product 375:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.966202   31.874035   75.997216
31 2025-08-31  54.558306   33.287871   76.135927
32 2025-09-30  55.131309   33.012896   76.805273
33 2025-10-31  55.723413   33.966655   77.532382
34 2025-11-30  56.296416   34.695247   78.051573
14:17:47 - cmdstanpy - INFO - Chain [1] start processing
14:17:47 - cmdstanpy - INFO - Chain [1] done processing
14:17:47 - cmdstanpy - INFO - Chain [1] start processing
14:17:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 376:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.070645   35.704814   78.946556
31 2025-08-31  57.950045   35.082116   81.348612
32 2025-09-30  58.801078   34.726735   79.561149
33 2025-10-31  59.680479   36.043495   81.589880
34 2025-11-30  60.531511   36.933646   82.867890
Forecast for South America and Product 377:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.069286   17.968013   60.791497
31 2025-08-31  38.643057   15.572029   60.629031
32 2025-09-30  38.230578   16.177210   59.895560
33 2025-10-31  37.804349   15.189379   58.799324
34 2025-11-30  37.391870   16.027017   58.895383
14:17:47 - cmdstanpy - INFO - Chain [1] start processing
14:17:47 - cmdstanpy - INFO - Chain [1] done processing
14:17:47 - cmdstanpy - INFO - Chain [1] start processing
14:17:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 378:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.928961   10.618447   55.405936
31 2025-08-31  33.527482   11.854633   54.908201
32 2025-09-30  33.138954   10.891947   55.094951
33 2025-10-31  32.737474   10.110392   54.596712
34 2025-11-30  32.348946   10.254067   53.785132
Forecast for South America and Product 379:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.298645   10.836976   52.551356
31 2025-08-31  30.909664    9.758711   50.581940
32 2025-09-30  30.533232   11.119487   51.637507
33 2025-10-31  30.144251    8.144478   54.110877
34 2025-11-30  29.767818   10.172420   51.081303
14:17:47 - cmdstanpy - INFO - Chain [1] start processing
14:17:47 - cmdstanpy - INFO - Chain [1] done processing
14:17:47 - cmdstanpy - INFO - Chain [1] start processing
14:17:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 380:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.057756   19.720242   58.349818
31 2025-08-31  39.116818   20.707807   57.525664
32 2025-09-30  39.173974   20.135343   59.266673
33 2025-10-31  39.233036   19.998425   58.363927
34 2025-11-30  39.290193   19.249361   58.388799
Forecast for South America and Product 381:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.198533   34.466532   71.877154
31 2025-08-31  54.019629   35.646997   71.404072
32 2025-09-30  54.814238   36.775212   71.544558
33 2025-10-31  55.635334   37.201801   73.366492
34 2025-11-30  56.429944   37.813968   73.215270
14:17:48 - cmdstanpy - INFO - Chain [1] start processing
14:17:48 - cmdstanpy - INFO - Chain [1] done processing
14:17:48 - cmdstanpy - INFO - Chain [1] start processing
14:17:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 382:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.649121   18.715053   61.956924
31 2025-08-31  40.317128   20.027127   63.254143
32 2025-09-30  39.995844   18.750631   59.703721
33 2025-10-31  39.663850   18.656507   62.899436
34 2025-11-30  39.342566   16.243926   60.125774
Forecast for South America and Product 383:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.673258   15.527055   50.801247
31 2025-08-31  33.487022   16.581976   50.999608
32 2025-09-30  33.306794   14.035783   49.939822
33 2025-10-31  33.120558   15.099609   50.723838
34 2025-11-30  32.940330   14.144330   50.529048
14:17:48 - cmdstanpy - INFO - Chain [1] start processing
14:17:48 - cmdstanpy - INFO - Chain [1] done processing
14:17:48 - cmdstanpy - INFO - Chain [1] start processing
14:17:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 384:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.009605    8.010968   44.135493
31 2025-08-31  25.097562    6.482679   45.269083
32 2025-09-30  24.214940    6.436934   42.072176
33 2025-10-31  23.302896    2.910054   40.923649
34 2025-11-30  22.420274    4.653917   39.847344
Forecast for South America and Product 385:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.703708   26.868854   65.433544
31 2025-08-31  46.122693   27.550419   63.645116
32 2025-09-30  46.528162   27.334800   65.496334
33 2025-10-31  46.947147   27.434244   65.362067
34 2025-11-30  47.352617   28.483096   66.712050
14:17:48 - cmdstanpy - INFO - Chain [1] start processing
14:17:48 - cmdstanpy - INFO - Chain [1] done processing
14:17:49 - cmdstanpy - INFO - Chain [1] start processing
14:17:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 386:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.361604   19.987748   53.122279
31 2025-08-31  36.098889   19.498313   52.966136
32 2025-09-30  35.844648   20.188016   53.364726
33 2025-10-31  35.581933   17.970627   52.149621
34 2025-11-30  35.327693   18.536768   53.193340
Forecast for South America and Product 387:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.916809   20.038774   63.421261
31 2025-08-31  43.057304   22.767176   63.852423
32 2025-09-30  43.193268   23.521257   65.173887
33 2025-10-31  43.333763   22.335251   62.642064
34 2025-11-30  43.469727   22.207993   63.421062
14:17:49 - cmdstanpy - INFO - Chain [1] start processing
14:17:49 - cmdstanpy - INFO - Chain [1] done processing
14:17:49 - cmdstanpy - INFO - Chain [1] start processing
14:17:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 388:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.868655   20.239516   64.074731
31 2025-08-31  40.998893   18.594521   61.342581
32 2025-09-30  41.124931   19.920314   62.767720
33 2025-10-31  41.255170   18.622606   61.037706
34 2025-11-30  41.381207   20.996389   61.270424
Forecast for South America and Product 389:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.616892   14.936442   50.478512
31 2025-08-31  32.162408   15.437892   49.642460
32 2025-09-30  31.722585   15.671320   49.135736
33 2025-10-31  31.268102   14.685123   47.773194
34 2025-11-30  30.828279   12.729406   48.480817
14:17:49 - cmdstanpy - INFO - Chain [1] start processing
14:17:49 - cmdstanpy - INFO - Chain [1] done processing
14:17:49 - cmdstanpy - INFO - Chain [1] start processing
14:17:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 390:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.951401   15.909721   68.991662
31 2025-08-31  41.658229   15.758841   67.289611
32 2025-09-30  41.374515   17.354289   68.584135
33 2025-10-31  41.081343   14.241921   66.655312
34 2025-11-30  40.797629   13.937235   66.455423
Forecast for South America and Product 391:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.475120   -0.902495   41.494045
31 2025-08-31  19.732054    0.631692   40.219535
32 2025-09-30  19.012957   -1.882394   39.992685
33 2025-10-31  18.269891   -3.098514   39.363634
34 2025-11-30  17.550795   -3.502820   38.570198
14:17:50 - cmdstanpy - INFO - Chain [1] start processing
14:17:50 - cmdstanpy - INFO - Chain [1] done processing
14:17:50 - cmdstanpy - INFO - Chain [1] start processing
14:17:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 392:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.106237   12.674098   45.225824
31 2025-08-31  29.523962   14.571682   44.186753
32 2025-09-30  28.960469   14.244867   44.160980
33 2025-10-31  28.378193   13.712827   43.952719
34 2025-11-30  27.814700   11.957263   43.182645
Forecast for South America and Product 393:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.260619    5.400761   36.825872
31 2025-08-31  20.396295    4.390237   36.251052
32 2025-09-30  19.559853    4.047536   34.220157
33 2025-10-31  18.695529    3.600090   34.424461
34 2025-11-30  17.859087    2.408598   32.976095
14:17:50 - cmdstanpy - INFO - Chain [1] start processing
14:17:50 - cmdstanpy - INFO - Chain [1] done processing
14:17:50 - cmdstanpy - INFO - Chain [1] start processing
14:17:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 394:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.974420   22.590872   64.758591
31 2025-08-31  44.139922   22.438602   65.902756
32 2025-09-30  44.300086   21.610576   65.387358
33 2025-10-31  44.465588   22.782997   65.928036
34 2025-11-30  44.625751   23.700415   66.013250
Forecast for South America and Product 395:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.955761   21.154015   51.686807
31 2025-08-31  35.839374   21.379820   51.388102
32 2025-09-30  35.726742   20.878840   51.865050
33 2025-10-31  35.610355   19.663343   50.290377
34 2025-11-30  35.497722   19.544518   50.148646
14:17:50 - cmdstanpy - INFO - Chain [1] start processing
14:17:50 - cmdstanpy - INFO - Chain [1] done processing
14:17:50 - cmdstanpy - INFO - Chain [1] start processing
14:17:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 396:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.345260   21.339340   54.959116
31 2025-08-31  38.193169   22.405226   53.769205
32 2025-09-30  38.045983   20.075061   56.038694
33 2025-10-31  37.893891   20.251052   55.255080
34 2025-11-30  37.746706   20.713947   54.708138
Forecast for South America and Product 397:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.195286   26.296980   76.289051
31 2025-08-31  50.174024   23.402167   75.873804
32 2025-09-30  50.153448   25.422140   75.441511
33 2025-10-31  50.132186   23.732792   74.446943
34 2025-11-30  50.111610   24.819049   76.811880
14:17:51 - cmdstanpy - INFO - Chain [1] start processing
14:17:51 - cmdstanpy - INFO - Chain [1] done processing
14:17:51 - cmdstanpy - INFO - Chain [1] start processing
14:17:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 398:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.785586   29.715237   80.533563
31 2025-08-31  53.219952   25.497306   77.653664
32 2025-09-30  53.640306   27.542844   78.945052
33 2025-10-31  54.074671   29.351841   80.107615
34 2025-11-30  54.495026   29.807803   80.304648
Forecast for South America and Product 399:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.589554    8.551216   47.794281
31 2025-08-31  27.017901    7.828368   46.569325
32 2025-09-30  26.464688    5.087909   45.938132
33 2025-10-31  25.893035    6.959328   45.915563
34 2025-11-30  25.339822    7.288662   44.971495
14:17:51 - cmdstanpy - INFO - Chain [1] start processing
14:17:51 - cmdstanpy - INFO - Chain [1] done processing
14:17:51 - cmdstanpy - INFO - Chain [1] start processing
14:17:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 400:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.494699   11.533843   55.170063
31 2025-08-31  31.933382   11.601553   53.016845
32 2025-09-30  31.390172   10.540705   50.818378
33 2025-10-31  30.828855   11.043488   52.199844
34 2025-11-30  30.285646    9.898734   49.856312
Forecast for South America and Product 401:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.310181   31.265801   63.426958
31 2025-08-31  46.859214   31.804807   62.301586
32 2025-09-30  47.390537   30.477528   62.886532
33 2025-10-31  47.939570   32.018718   63.317239
34 2025-11-30  48.470893   31.705788   63.266459
14:17:51 - cmdstanpy - INFO - Chain [1] start processing
14:17:51 - cmdstanpy - INFO - Chain [1] done processing
14:17:52 - cmdstanpy - INFO - Chain [1] start processing
14:17:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 402:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.336217   26.397586   56.143458
31 2025-08-31  41.419337   26.349650   55.358971
32 2025-09-30  41.499774   26.327340   55.712312
33 2025-10-31  41.582894   27.542270   56.752330
34 2025-11-30  41.663331   26.894692   56.707007
Forecast for South America and Product 403:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.027051   15.589277   60.607495
31 2025-08-31  36.667990   12.409195   58.602576
32 2025-09-30  36.320510   13.742110   57.563081
33 2025-10-31  35.961449   12.481220   57.543759
34 2025-11-30  35.613970   14.340778   57.293688
14:17:52 - cmdstanpy - INFO - Chain [1] start processing
14:17:52 - cmdstanpy - INFO - Chain [1] done processing
14:17:52 - cmdstanpy - INFO - Chain [1] start processing
14:17:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 404:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.730402   40.503887   76.240266
31 2025-08-31  60.757729   42.919068   78.985858
32 2025-09-30  61.751917   43.525384   78.190439
33 2025-10-31  62.779244   45.473326   81.609596
34 2025-11-30  63.773431   46.110966   82.316690
Forecast for South America and Product 405:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.215829    8.797685   45.139538
31 2025-08-31  26.522573   10.213073   43.758465
32 2025-09-30  25.851681    8.116852   42.410239
33 2025-10-31  25.158425    8.490916   40.929366
34 2025-11-30  24.487532    7.396034   41.204385
14:17:52 - cmdstanpy - INFO - Chain [1] start processing
14:17:52 - cmdstanpy - INFO - Chain [1] done processing
14:17:52 - cmdstanpy - INFO - Chain [1] start processing
14:17:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 406:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.159573   36.717549   67.958321
31 2025-08-31  52.680306   36.518355   68.956759
32 2025-09-30  53.184242   38.109327   68.044170
33 2025-10-31  53.704975   37.020601   69.217705
34 2025-11-30  54.208910   39.132293   68.430435
Forecast for South America and Product 407:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.870939   36.682477   74.813940
31 2025-08-31  56.641415   38.044248   73.624432
32 2025-09-30  57.387037   38.045437   76.823782
33 2025-10-31  58.157514   38.784050   77.124809
34 2025-11-30  58.903136   41.342883   77.009037
14:17:53 - cmdstanpy - INFO - Chain [1] start processing
14:17:53 - cmdstanpy - INFO - Chain [1] done processing
14:17:53 - cmdstanpy - INFO - Chain [1] start processing
14:17:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 408:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  43.742157   28.754045   58.730349
30 2025-08-31  43.625851   28.503312   58.243630
31 2025-09-30  43.513297   28.497672   58.272573
32 2025-10-31  43.396991   28.399051   58.641584
33 2025-11-30  43.284436   28.069462   58.798117
Forecast for South America and Product 409:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.036834    7.193057   42.490753
31 2025-08-31  24.215843    6.058758   42.891454
32 2025-09-30  23.421335    5.843607   42.233056
33 2025-10-31  22.600344    4.070110   40.842010
34 2025-11-30  21.805836    2.347796   39.908076
14:17:53 - cmdstanpy - INFO - Chain [1] start processing
14:17:53 - cmdstanpy - INFO - Chain [1] done processing
14:17:53 - cmdstanpy - INFO - Chain [1] start processing
14:17:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 410:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.026524   23.160002   59.313462
31 2025-08-31  42.207641   24.389556   58.953491
32 2025-09-30  42.382917   26.279539   59.921813
33 2025-10-31  42.564035   24.036227   60.133493
34 2025-11-30  42.739310   25.121104   60.572777
Forecast for South America and Product 411:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.636220   26.499110   68.323525
31 2025-08-31  46.867834   25.983504   69.031081
32 2025-09-30  47.091977   26.798920   68.675410
33 2025-10-31  47.323591   26.391429   68.483025
34 2025-11-30  47.547734   28.602554   69.122977
14:17:53 - cmdstanpy - INFO - Chain [1] start processing
14:17:53 - cmdstanpy - INFO - Chain [1] done processing
14:17:53 - cmdstanpy - INFO - Chain [1] start processing
14:17:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 412:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.368706   25.534868   63.428280
31 2025-08-31  44.579707   25.213132   61.920127
32 2025-09-30  44.783901   24.861209   64.031573
33 2025-10-31  44.994902   24.774362   63.609484
34 2025-11-30  45.199096   27.414968   63.931402
Forecast for South America and Product 413:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.930383   26.247953   60.840462
31 2025-08-31  44.357926   27.560352   62.839676
32 2025-09-30  44.771677   27.254825   62.301236
33 2025-10-31  45.199220   28.254279   62.649913
34 2025-11-30  45.612971   28.247972   62.074657
14:17:54 - cmdstanpy - INFO - Chain [1] start processing
14:17:54 - cmdstanpy - INFO - Chain [1] done processing
14:17:54 - cmdstanpy - INFO - Chain [1] start processing
14:17:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 414:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.197506   31.924654   63.036038
31 2025-08-31  47.857322   32.549162   64.061856
32 2025-09-30  48.495854   32.702903   63.867905
33 2025-10-31  49.155671   33.626790   65.397110
34 2025-11-30  49.794203   33.477909   65.613648
Forecast for South America and Product 415:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.683444   18.204955   58.312596
31 2025-08-31  37.368036   17.020760   57.540843
32 2025-09-30  37.062803   16.448575   57.868065
33 2025-10-31  36.747396   17.525365   56.448850
34 2025-11-30  36.442162   18.453263   56.982549
14:17:54 - cmdstanpy - INFO - Chain [1] start processing
14:17:54 - cmdstanpy - INFO - Chain [1] done processing
14:17:54 - cmdstanpy - INFO - Chain [1] start processing
14:17:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 416:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.842756   11.747591   46.772388
31 2025-08-31  29.296126   11.705591   46.631773
32 2025-09-30  28.767129   11.229679   44.944193
33 2025-10-31  28.220499   10.121926   45.451248
34 2025-11-30  27.691502    9.783142   44.520664
Forecast for South America and Product 417:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.992798   19.922885   54.908320
31 2025-08-31  38.169242   20.232757   56.643899
32 2025-09-30  38.339994   20.219279   55.956300
33 2025-10-31  38.516438   20.199252   56.566164
34 2025-11-30  38.687189   20.031073   56.120906
14:17:54 - cmdstanpy - INFO - Chain [1] start processing
14:17:54 - cmdstanpy - INFO - Chain [1] done processing
14:17:55 - cmdstanpy - INFO - Chain [1] start processing
14:17:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 418:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.070007   22.055131   61.366604
31 2025-08-31  40.819910   20.102362   60.710858
32 2025-09-30  40.577881   18.920176   61.402890
33 2025-10-31  40.327785   20.524635   60.595614
34 2025-11-30  40.085756   20.496323   60.432503
Forecast for South America and Product 419:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.814864   24.544939   73.556696
31 2025-08-31  49.819085   26.745657   73.661520
32 2025-09-30  49.823169   25.858905   72.313297
33 2025-10-31  49.827389   26.880003   73.796655
34 2025-11-30  49.831474   24.685821   74.585124
14:17:55 - cmdstanpy - INFO - Chain [1] start processing
14:17:55 - cmdstanpy - INFO - Chain [1] done processing
14:17:55 - cmdstanpy - INFO - Chain [1] start processing
14:17:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 420:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.497060   40.257650   75.744404
31 2025-08-31  58.364255   40.795002   77.674827
32 2025-09-30  59.203476   41.367943   79.490550
33 2025-10-31  60.070671   41.660114   79.038950
34 2025-11-30  60.909892   41.105925   78.460547
Forecast for South America and Product 421:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.147967   18.224929   54.346994
31 2025-08-31  35.692290   18.044634   54.719299
32 2025-09-30  35.251312   16.884777   52.714106
33 2025-10-31  34.795634   17.116510   52.106533
34 2025-11-30  34.354656   15.765839   51.861720
14:17:55 - cmdstanpy - INFO - Chain [1] start processing
14:17:55 - cmdstanpy - INFO - Chain [1] done processing
14:17:55 - cmdstanpy - INFO - Chain [1] start processing
14:17:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 422:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.939360   22.281291   56.502944
31 2025-08-31  40.020230   23.037558   56.502308
32 2025-09-30  40.098491   23.747364   57.902967
33 2025-10-31  40.179360   24.698358   57.393493
34 2025-11-30  40.257621   24.197309   56.461713
Forecast for South America and Product 423:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.606705   26.361035   60.240371
31 2025-08-31  44.706987   28.052234   61.229666
32 2025-09-30  44.804034   28.644232   61.840977
33 2025-10-31  44.904316   28.400351   60.480912
34 2025-11-30  45.001363   27.436780   62.574885
14:17:55 - cmdstanpy - INFO - Chain [1] start processing
14:17:55 - cmdstanpy - INFO - Chain [1] done processing
14:17:56 - cmdstanpy - INFO - Chain [1] start processing
14:17:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 424:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.973690    6.930452   35.277222
31 2025-08-31  20.310591    5.342091   34.278311
32 2025-09-30  19.668882    6.242187   34.823010
33 2025-10-31  19.005783    4.395111   32.916290
34 2025-11-30  18.364074    3.309108   33.450797
Forecast for South America and Product 425:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.152750    9.349307   48.250411
31 2025-08-31  28.649233    9.114959   48.633801
32 2025-09-30  28.161959    7.543293   46.708684
33 2025-10-31  27.658441    7.244059   46.806610
34 2025-11-30  27.171167    8.041021   48.400173
14:17:56 - cmdstanpy - INFO - Chain [1] start processing
14:17:56 - cmdstanpy - INFO - Chain [1] done processing
14:17:56 - cmdstanpy - INFO - Chain [1] start processing
14:17:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 426:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.382072   24.173409   60.801276
31 2025-08-31  43.799058   23.462613   63.487065
32 2025-09-30  44.202594   24.271926   61.788860
33 2025-10-31  44.619580   25.716668   63.303504
34 2025-11-30  45.023115   26.102391   63.310327
Forecast for South America and Product 427:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.876506   16.938868   45.472643
31 2025-08-31  30.527654   16.343168   45.364646
32 2025-09-30  30.190055   16.950970   44.629285
33 2025-10-31  29.841202   15.010902   43.001278
34 2025-11-30  29.503603   13.677835   43.535158
14:17:56 - cmdstanpy - INFO - Chain [1] start processing
14:17:56 - cmdstanpy - INFO - Chain [1] done processing
14:17:56 - cmdstanpy - INFO - Chain [1] start processing
14:17:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 428:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.784978    4.634274   46.424739
31 2025-08-31  25.157910    3.909905   48.480036
32 2025-09-30  24.551070    2.877471   45.768916
33 2025-10-31  23.924002    1.779715   46.835138
34 2025-11-30  23.317162    2.676638   44.042149
Forecast for South America and Product 429:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  16.288605   -2.591878   37.886735
31 2025-08-31  15.297366   -5.764286   34.613134
32 2025-09-30  14.338103   -6.278078   34.540337
33 2025-10-31  13.346864   -7.345580   34.835508
34 2025-11-30  12.387601   -7.648419   33.107304
14:17:57 - cmdstanpy - INFO - Chain [1] start processing
14:17:57 - cmdstanpy - INFO - Chain [1] done processing
14:17:57 - cmdstanpy - INFO - Chain [1] start processing
14:17:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 430:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.537677   11.389963   54.414194
31 2025-08-31  33.299839   11.309279   54.648384
32 2025-09-30  33.069672   10.035526   53.827011
33 2025-10-31  32.831834   10.503261   53.956872
34 2025-11-30  32.601668   12.173715   54.970826
Forecast for South America and Product 431:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.455716   23.235195   61.332915
31 2025-08-31  42.748315   22.165423   60.825317
32 2025-09-30  43.031477   24.627571   61.031622
33 2025-10-31  43.324076   25.421110   63.811446
34 2025-11-30  43.607237   24.110344   61.603956
14:17:57 - cmdstanpy - INFO - Chain [1] start processing
14:17:57 - cmdstanpy - INFO - Chain [1] done processing
14:17:57 - cmdstanpy - INFO - Chain [1] start processing
14:17:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 432:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.230987   21.035647   63.934146
31 2025-08-31  43.162470   22.208232   63.204559
32 2025-09-30  43.096163   21.859126   63.951077
33 2025-10-31  43.027646   21.894194   64.810914
34 2025-11-30  42.961340   21.182025   63.877172
Forecast for South America and Product 433:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.170126   17.897225   54.929652
31 2025-08-31  36.139390   17.666581   55.011508
32 2025-09-30  36.109645   16.858062   54.543467
33 2025-10-31  36.078909   18.349240   52.776952
34 2025-11-30  36.049164   17.524484   53.295186
14:17:57 - cmdstanpy - INFO - Chain [1] start processing
14:17:57 - cmdstanpy - INFO - Chain [1] done processing
14:17:57 - cmdstanpy - INFO - Chain [1] start processing
14:17:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 434:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.875957   16.197667   51.171640
31 2025-08-31  33.517464   15.290608   52.047958
32 2025-09-30  33.170535   15.415210   51.313387
33 2025-10-31  32.812042   14.570689   51.524134
34 2025-11-30  32.465113   14.146049   50.266816
Forecast for South America and Product 435:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.370814   29.352111   69.036453
31 2025-08-31  48.614590   29.096067   68.238850
32 2025-09-30  48.850502   29.068031   65.922314
33 2025-10-31  49.094277   29.942526   69.983641
34 2025-11-30  49.330189   30.113646   68.737871
14:17:58 - cmdstanpy - INFO - Chain [1] start processing
14:17:58 - cmdstanpy - INFO - Chain [1] done processing
14:17:58 - cmdstanpy - INFO - Chain [1] start processing
14:17:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 436:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.308901   27.254306   71.470659
31 2025-08-31  50.791718   30.534915   71.541881
32 2025-09-30  51.258961   29.894470   72.836019
33 2025-10-31  51.741777   31.744182   71.616004
34 2025-11-30  52.209020   29.500735   72.931663
Forecast for South America and Product 437:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.459759   25.511071   64.362982
31 2025-08-31  44.395722   27.081552   62.067095
32 2025-09-30  44.333750   24.389179   63.372518
33 2025-10-31  44.269713   26.019244   63.322756
34 2025-11-30  44.207741   26.554392   63.265560
14:17:58 - cmdstanpy - INFO - Chain [1] start processing
14:17:58 - cmdstanpy - INFO - Chain [1] done processing
14:17:58 - cmdstanpy - INFO - Chain [1] start processing
14:17:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 438:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.585723   12.174535   57.988809
31 2025-08-31  34.221654   11.537162   58.934919
32 2025-09-30  33.869328   11.342831   57.217209
33 2025-10-31  33.505259    9.753891   56.482597
34 2025-11-30  33.152933   10.421953   55.857664
Forecast for South America and Product 439:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.678115   25.379024   51.017627
31 2025-08-31  38.783754   25.614261   51.359069
32 2025-09-30  38.885986   27.086324   51.656923
33 2025-10-31  38.991625   25.927158   51.056541
34 2025-11-30  39.093856   25.839539   51.620853
14:17:58 - cmdstanpy - INFO - Chain [1] start processing
14:17:58 - cmdstanpy - INFO - Chain [1] done processing
14:17:58 - cmdstanpy - INFO - Chain [1] start processing
14:17:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 440:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.007027    6.153032   55.402335
31 2025-08-31  31.600208    6.287889   55.020980
32 2025-09-30  31.206512    5.988799   57.159605
33 2025-10-31  30.799692    6.257549   54.836734
34 2025-11-30  30.405996    7.039149   53.841024
Forecast for South America and Product 441:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.169764   31.140795   69.793535
31 2025-08-31  50.384154   30.972475   70.322994
32 2025-09-30  50.591629   31.814869   68.232776
33 2025-10-31  50.806020   31.581243   70.963042
34 2025-11-30  51.013494   30.840958   70.348370
14:17:59 - cmdstanpy - INFO - Chain [1] start processing
14:17:59 - cmdstanpy - INFO - Chain [1] done processing
14:17:59 - cmdstanpy - INFO - Chain [1] start processing
14:17:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 442:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.024170   18.174705   58.311013
31 2025-08-31  39.021689   17.476478   58.819935
32 2025-09-30  39.019289   19.217707   58.446568
33 2025-10-31  39.016808   18.894248   59.170449
34 2025-11-30  39.014407   20.276793   59.234229
Forecast for South America and Product 443:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.364997   10.228074   53.636549
31 2025-08-31  31.142163   10.964525   50.930641
32 2025-09-30  30.926517    9.828964   52.183103
33 2025-10-31  30.703683    9.616259   51.179754
34 2025-11-30  30.488037    8.173031   51.813682
14:17:59 - cmdstanpy - INFO - Chain [1] start processing
14:17:59 - cmdstanpy - INFO - Chain [1] done processing
14:17:59 - cmdstanpy - INFO - Chain [1] start processing
14:17:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 444:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.837127    8.679017   41.700818
31 2025-08-31  22.789215    6.732519   41.080545
32 2025-09-30  21.775107    5.434644   38.051347
33 2025-10-31  20.727195    4.012195   37.215670
34 2025-11-30  19.713086    2.475586   35.092114
Forecast for South America and Product 445:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.779206   17.755890   62.376690
31 2025-08-31  39.513688   16.490682   60.209447
32 2025-09-30  39.256735   18.039628   60.704934
33 2025-10-31  38.991216   18.038849   59.058049
34 2025-11-30  38.734263   16.744374   59.239061
14:17:59 - cmdstanpy - INFO - Chain [1] start processing
14:17:59 - cmdstanpy - INFO - Chain [1] done processing
14:18:00 - cmdstanpy - INFO - Chain [1] start processing
14:18:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 446:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.672681   15.323366   64.413641
31 2025-08-31  39.488310   15.479319   64.665673
32 2025-09-30  39.309887   16.523911   64.662557
33 2025-10-31  39.125516   15.149662   63.217446
34 2025-11-30  38.947093   14.477974   65.177010
Forecast for South America and Product 447:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.414266   23.269961   60.957622
31 2025-08-31  42.566362   24.240261   59.443575
32 2025-09-30  42.713552   23.628789   60.731252
33 2025-10-31  42.865649   24.991935   61.646191
34 2025-11-30  43.012839   25.921599   60.022642
14:18:00 - cmdstanpy - INFO - Chain [1] start processing
14:18:00 - cmdstanpy - INFO - Chain [1] done processing
14:18:00 - cmdstanpy - INFO - Chain [1] start processing
14:18:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 448:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.545494    2.474440   48.882472
31 2025-08-31  24.934244    1.551772   47.907615
32 2025-09-30  24.342713    1.248378   45.657476
33 2025-10-31  23.731463    2.898081   46.810429
34 2025-11-30  23.139931    0.876667   44.406328
Forecast for South America and Product 449:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  32.335125   13.258630   51.724329
30 2025-08-31  31.608829   13.038613   49.722050
31 2025-09-30  30.905962   13.066163   49.616226
32 2025-10-31  30.179666   11.160176   49.827209
33 2025-11-30  29.476799    9.960139   48.167498
14:18:00 - cmdstanpy - INFO - Chain [1] start processing
14:18:00 - cmdstanpy - INFO - Chain [1] done processing
14:18:00 - cmdstanpy - INFO - Chain [1] start processing
14:18:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 450:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.125734    9.002089   57.845764
31 2025-08-31  33.997963    9.547023   57.688353
32 2025-09-30  33.874314    7.867842   56.209945
33 2025-10-31  33.746543    9.957117   57.141044
34 2025-11-30  33.622894   11.354488   57.275514
Forecast for South America and Product 451:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.249791    7.401988   45.297014
31 2025-08-31  25.616568    5.856239   45.514351
32 2025-09-30  25.003771    5.216251   44.622333
33 2025-10-31  24.370548    5.460355   43.874156
34 2025-11-30  23.757751    4.695930   44.145520
14:18:00 - cmdstanpy - INFO - Chain [1] start processing
14:18:01 - cmdstanpy - INFO - Chain [1] done processing
14:18:01 - cmdstanpy - INFO - Chain [1] start processing
14:18:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 452:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.587637   16.832198   58.808651
31 2025-08-31  36.676973   14.402560   57.321549
32 2025-09-30  36.763426   15.841553   57.914769
33 2025-10-31  36.852762   16.369531   58.581253
34 2025-11-30  36.939215   15.309598   57.039625
Forecast for South America and Product 453:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.059537    9.966066   49.231194
31 2025-08-31  29.706544    7.815624   48.207217
32 2025-09-30  29.364939    9.026940   48.703263
33 2025-10-31  29.011946    8.957759   49.549011
34 2025-11-30  28.670340    9.396181   49.912499
14:18:01 - cmdstanpy - INFO - Chain [1] start processing
14:18:01 - cmdstanpy - INFO - Chain [1] done processing
14:18:01 - cmdstanpy - INFO - Chain [1] start processing
14:18:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 454:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.080750   18.081491   48.253708
31 2025-08-31  32.979879   17.776558   48.692810
32 2025-09-30  32.882263   18.136368   47.211765
33 2025-10-31  32.781393   16.079188   47.148029
34 2025-11-30  32.683777   18.858708   47.173252
Forecast for South America and Product 455:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.256712    8.181201   45.168120
31 2025-08-31  25.734539    7.170276   44.052259
32 2025-09-30  25.229211    5.777946   43.939111
33 2025-10-31  24.707038    7.351973   43.573036
34 2025-11-30  24.201709    6.078157   42.061397
14:18:01 - cmdstanpy - INFO - Chain [1] start processing
14:18:01 - cmdstanpy - INFO - Chain [1] done processing
14:18:01 - cmdstanpy - INFO - Chain [1] start processing
14:18:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 456:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.237474   14.847366   58.894461
31 2025-08-31  36.974071   16.852754   57.394934
32 2025-09-30  36.719165   15.992763   58.153829
33 2025-10-31  36.455762   15.278305   56.766713
34 2025-11-30  36.200856   14.554134   57.284470
14:18:02 - cmdstanpy - INFO - Chain [1] start processing
14:18:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 457:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.928840    7.396094   65.515257
31 2025-08-31  35.619197    6.310300   64.167864
32 2025-09-30  35.319544    6.484661   64.553004
33 2025-10-31  35.009901    4.790920   62.382613
34 2025-11-30  34.710247    4.731745   63.180384
Forecast for South America and Product 458:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.178463   25.683954   61.087572
31 2025-08-31  43.444575   25.683077   61.053330
32 2025-09-30  43.702104   25.132170   61.392559
33 2025-10-31  43.968217   26.388647   61.356906
34 2025-11-30  44.225745   26.309334   61.770469
14:18:02 - cmdstanpy - INFO - Chain [1] start processing
14:18:02 - cmdstanpy - INFO - Chain [1] done processing
14:18:02 - cmdstanpy - INFO - Chain [1] start processing
14:18:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 459:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.509236   -1.987135   44.276740
31 2025-08-31  20.651167   -0.338801   42.259232
32 2025-09-30  19.820778   -1.626362   42.240150
33 2025-10-31  18.962709   -3.320482   40.072788
34 2025-11-30  18.132319   -3.643835   39.956960
14:18:02 - cmdstanpy - INFO - Chain [1] start processing
14:18:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 460:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.534607   15.698357   50.329409
31 2025-08-31  33.547121   15.625232   52.037920
32 2025-09-30  33.559231   14.891307   51.332372
33 2025-10-31  33.571745   14.464018   53.228201
34 2025-11-30  33.583855   14.165533   51.629655
14:18:02 - cmdstanpy - INFO - Chain [1] start processing
14:18:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 461:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.781323   11.701029   56.331937
31 2025-08-31  33.320145   11.875762   55.620037
32 2025-09-30  32.873843   10.698874   54.689552
33 2025-10-31  32.412665   11.707295   54.933030
34 2025-11-30  31.966363   10.997055   53.451612
Forecast for South America and Product 462:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.944108   18.563310   57.577110
31 2025-08-31  38.733609   19.934569   59.638507
32 2025-09-30  38.529901   20.362288   58.689748
33 2025-10-31  38.319402   17.412688   57.558666
34 2025-11-30  38.115693   18.386491   56.661628
14:18:03 - cmdstanpy - INFO - Chain [1] start processing
14:18:03 - cmdstanpy - INFO - Chain [1] done processing
14:18:03 - cmdstanpy - INFO - Chain [1] start processing
14:18:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 463:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.369866   23.350397   61.059243
31 2025-08-31  42.463101   23.433832   61.521665
32 2025-09-30  42.553329   21.952521   63.196449
33 2025-10-31  42.646564   21.531322   60.871448
34 2025-11-30  42.736791   22.217725   62.380700
Forecast for South America and Product 464:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.032215   13.725269   60.894946
31 2025-08-31  36.967526   13.494535   58.409467
32 2025-09-30  36.904923   14.535408   60.641799
33 2025-10-31  36.840234   13.325785   59.314573
34 2025-11-30  36.777631   14.116794   59.848903
14:18:03 - cmdstanpy - INFO - Chain [1] start processing
14:18:03 - cmdstanpy - INFO - Chain [1] done processing
14:18:03 - cmdstanpy - INFO - Chain [1] start processing
14:18:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 465:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.016619   11.451402   46.965642
31 2025-08-31  28.558579   10.642768   46.440656
32 2025-09-30  28.115316    9.480892   46.272404
33 2025-10-31  27.657276    9.873940   44.680759
34 2025-11-30  27.214012   10.562131   43.906147
Forecast for South America and Product 466:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.615764   18.702000   52.341312
31 2025-08-31  36.690922   19.338873   53.054971
32 2025-09-30  36.763655   19.441458   54.370058
33 2025-10-31  36.838813   20.207791   53.737389
34 2025-11-30  36.911547   19.579391   52.940283
14:18:03 - cmdstanpy - INFO - Chain [1] start processing
14:18:03 - cmdstanpy - INFO - Chain [1] done processing
14:18:03 - cmdstanpy - INFO - Chain [1] start processing
14:18:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 467:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.613975   23.125459   63.713690
31 2025-08-31  42.681704   22.646135   65.081956
32 2025-09-30  42.747248   22.154369   63.560595
33 2025-10-31  42.814976   20.853529   62.465525
34 2025-11-30  42.880520   21.310222   65.129574
Forecast for South America and Product 468:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.871531   22.136876   53.711967
31 2025-08-31  39.035837   23.053454   56.009118
32 2025-09-30  39.194843   21.997083   55.342234
33 2025-10-31  39.359148   23.199752   55.099938
34 2025-11-30  39.518154   22.900670   56.759011
14:18:04 - cmdstanpy - INFO - Chain [1] start processing
14:18:04 - cmdstanpy - INFO - Chain [1] done processing
14:18:04 - cmdstanpy - INFO - Chain [1] start processing
14:18:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 469:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.270894   15.050998   60.024174
31 2025-08-31  35.954749   15.498771   57.287496
32 2025-09-30  35.648802   14.414431   57.023661
33 2025-10-31  35.332658   13.107195   57.776422
34 2025-11-30  35.026711   12.563746   58.090057
Forecast for South America and Product 470:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.929567   44.686214   76.845005
31 2025-08-31  60.977836   45.480607   78.727952
32 2025-09-30  61.992290   45.512921   78.675076
33 2025-10-31  63.040559   45.430405   78.340421
34 2025-11-30  64.055014   47.082326   80.840789
14:18:04 - cmdstanpy - INFO - Chain [1] start processing
14:18:04 - cmdstanpy - INFO - Chain [1] done processing
14:18:04 - cmdstanpy - INFO - Chain [1] start processing
14:18:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 471:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.206539   21.124254   58.513435
31 2025-08-31  39.308016   19.552180   56.050781
32 2025-09-30  39.406220   21.349138   57.324545
33 2025-10-31  39.507698   21.985025   59.195830
34 2025-11-30  39.605902   19.967685   57.946374
Forecast for South America and Product 472:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.352925   14.256280   63.020863
31 2025-08-31  37.015586   11.859709   62.584850
32 2025-09-30  36.689128   11.859432   62.473876
33 2025-10-31  36.351789   10.750294   61.881574
34 2025-11-30  36.025332   11.100530   59.685409
14:18:04 - cmdstanpy - INFO - Chain [1] start processing
14:18:04 - cmdstanpy - INFO - Chain [1] done processing
14:18:05 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 473:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.459113   23.429385   55.089277
31 2025-08-31  39.288973   23.166181   56.445849
32 2025-09-30  39.124322   22.964873   55.989349
33 2025-10-31  38.954183   22.894113   56.222249
34 2025-11-30  38.789532   21.391837   55.593192
14:18:05 - cmdstanpy - INFO - Chain [1] done processing
14:18:05 - cmdstanpy - INFO - Chain [1] start processing
14:18:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 474:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.335569   15.454677   50.788368
31 2025-08-31  33.128546   16.156859   50.503563
32 2025-09-30  32.928201   15.674370   49.548887
33 2025-10-31  32.721178   16.244238   50.047131
34 2025-11-30  32.520832   14.355649   49.779210
Forecast for South America and Product 475:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.958840   31.021397   73.890697
31 2025-08-31  53.608812   33.046441   73.358972
32 2025-09-30  54.237817   33.225312   73.902700
33 2025-10-31  54.887788   33.677943   77.212744
34 2025-11-30  55.516793   33.737639   75.131943
14:18:05 - cmdstanpy - INFO - Chain [1] start processing
14:18:05 - cmdstanpy - INFO - Chain [1] done processing
14:18:05 - cmdstanpy - INFO - Chain [1] start processing
14:18:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 476:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.296431   29.402716   73.783115
31 2025-08-31  51.797363   29.160807   75.456054
32 2025-09-30  52.282135   28.662015   76.018007
33 2025-10-31  52.783066   29.452949   75.267066
34 2025-11-30  53.267839   29.725814   76.474329
Forecast for South America and Product 477:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.903761    4.265937   40.664952
31 2025-08-31  20.878078    4.216088   38.142762
32 2025-09-30  19.885481    2.651803   36.532555
33 2025-10-31  18.859797    1.945015   36.873199
34 2025-11-30  17.867200    0.532057   34.484130
14:18:05 - cmdstanpy - INFO - Chain [1] start processing
14:18:05 - cmdstanpy - INFO - Chain [1] done processing
14:18:05 - cmdstanpy - INFO - Chain [1] start processing
14:18:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 478:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.352521    5.792193   51.717051
31 2025-08-31  27.628565    5.548359   50.657939
32 2025-09-30  26.927962    5.042174   50.455181
33 2025-10-31  26.204006    3.500143   48.114455
34 2025-11-30  25.503403    3.763679   49.657795
Forecast for South America and Product 479:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.338522   32.169745   72.750250
31 2025-08-31  53.797450   34.277603   73.713742
32 2025-09-30  54.241574   34.443425   72.220778
33 2025-10-31  54.700502   36.968703   73.751870
34 2025-11-30  55.144626   34.407681   75.914392
14:18:06 - cmdstanpy - INFO - Chain [1] start processing
14:18:06 - cmdstanpy - INFO - Chain [1] done processing
14:18:06 - cmdstanpy - INFO - Chain [1] start processing
14:18:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 480:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.011764   32.132981   85.946657
31 2025-08-31  59.747442   31.709884   87.032024
32 2025-09-30  60.459388   31.938168   89.697458
33 2025-10-31  61.195066   33.219100   88.229795
34 2025-11-30  61.907012   33.366628   90.084640
Forecast for South America and Product 481:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.904940   18.515797   58.134173
31 2025-08-31  38.933993   20.716298   57.820722
32 2025-09-30  38.962109   20.210513   58.225314
33 2025-10-31  38.991162   20.685261   59.956620
34 2025-11-30  39.019278   18.524369   56.964134
14:18:06 - cmdstanpy - INFO - Chain [1] start processing
14:18:06 - cmdstanpy - INFO - Chain [1] done processing
14:18:06 - cmdstanpy - INFO - Chain [1] start processing
14:18:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 482:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.915785   20.771661   65.742544
31 2025-08-31  44.260257   21.936563   66.085597
32 2025-09-30  44.593618   24.332902   67.172445
33 2025-10-31  44.938091   22.771218   65.521941
34 2025-11-30  45.271452   24.798207   67.689934
Forecast for South America and Product 483:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.256280   21.838474   54.296253
31 2025-08-31  37.859092   20.942925   54.137761
32 2025-09-30  37.474716   20.602116   53.488900
33 2025-10-31  37.077529   19.395865   52.979772
34 2025-11-30  36.693153   20.294658   53.863324
14:18:06 - cmdstanpy - INFO - Chain [1] start processing
14:18:06 - cmdstanpy - INFO - Chain [1] done processing
14:18:07 - cmdstanpy - INFO - Chain [1] start processing
14:18:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 484:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.762552    8.675028   44.308927
31 2025-08-31  24.885317    5.298971   43.907390
32 2025-09-30  24.036379    4.590773   42.438994
33 2025-10-31  23.159144    5.208704   42.300600
34 2025-11-30  22.310207    3.422800   40.035326
Forecast for South America and Product 485:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.655390   36.948198   72.516309
31 2025-08-31  54.062145   36.932098   72.098633
32 2025-09-30  54.455778   37.454972   71.427220
33 2025-10-31  54.862533   35.841386   71.627884
34 2025-11-30  55.256166   37.306079   72.289695
14:18:07 - cmdstanpy - INFO - Chain [1] start processing
14:18:07 - cmdstanpy - INFO - Chain [1] done processing
14:18:07 - cmdstanpy - INFO - Chain [1] start processing
14:18:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 486:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.821406   12.752707   50.513679
31 2025-08-31  30.270042   10.709258   48.510056
32 2025-09-30  29.736465   12.534783   49.512092
33 2025-10-31  29.185101   10.480706   47.473873
34 2025-11-30  28.651523    8.857705   48.004025
Forecast for South America and Product 487:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.601120   11.377326   48.832313
31 2025-08-31  29.190714   11.815136   48.056538
32 2025-09-30  28.793547   11.279239   47.813614
33 2025-10-31  28.383141    9.309326   47.820420
34 2025-11-30  27.985973   10.870133   46.684304
14:18:07 - cmdstanpy - INFO - Chain [1] start processing
14:18:07 - cmdstanpy - INFO - Chain [1] done processing
14:18:07 - cmdstanpy - INFO - Chain [1] start processing
14:18:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 488:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.075714    2.417540   43.662202
31 2025-08-31  22.216240    1.512382   43.150786
32 2025-09-30  21.384491    1.826139   41.719337
33 2025-10-31  20.525018   -1.055270   42.423322
34 2025-11-30  19.693269   -1.058025   39.598789
Forecast for South America and Product 489:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.833198   19.060917   54.515189
31 2025-08-31  36.584993   19.358252   53.967616
32 2025-09-30  36.344794   18.785907   55.156867
33 2025-10-31  36.096588   18.124088   54.086200
34 2025-11-30  35.856389   18.167161   53.969476
14:18:07 - cmdstanpy - INFO - Chain [1] start processing
14:18:07 - cmdstanpy - INFO - Chain [1] done processing
14:18:08 - cmdstanpy - INFO - Chain [1] start processing
14:18:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 490:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.020036   21.937150   64.981188
31 2025-08-31  44.010669   23.285774   66.659451
32 2025-09-30  44.001605   22.181298   65.441888
33 2025-10-31  43.992238   24.115486   64.889940
34 2025-11-30  43.983174   21.281907   65.006900
Forecast for South America and Product 491:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.572284   29.109237   66.109605
31 2025-08-31  47.733802   29.512215   65.897591
32 2025-09-30  47.890109   31.625392   66.476898
33 2025-10-31  48.051627   29.988227   66.235356
34 2025-11-30  48.207934   31.307397   66.313583
14:18:08 - cmdstanpy - INFO - Chain [1] start processing
14:18:08 - cmdstanpy - INFO - Chain [1] done processing
14:18:08 - cmdstanpy - INFO - Chain [1] start processing
14:18:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 492:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.661933   27.544068   58.612063
31 2025-08-31  43.634598   28.016133   60.592466
32 2025-09-30  43.608144   28.024712   60.991647
33 2025-10-31  43.580809   26.102565   59.321177
34 2025-11-30  43.554356   27.952852   60.531438
Forecast for South America and Product 493:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.372889   21.365541   59.269044
31 2025-08-31  40.564773   20.626971   61.528727
32 2025-09-30  40.750467   21.723706   60.822118
33 2025-10-31  40.942351   20.700185   60.738454
34 2025-11-30  41.128045   21.337307   60.458766
14:18:08 - cmdstanpy - INFO - Chain [1] start processing
14:18:08 - cmdstanpy - INFO - Chain [1] done processing
14:18:08 - cmdstanpy - INFO - Chain [1] start processing
14:18:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 494:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.003770   24.828053   73.173393
31 2025-08-31  50.654563   28.320476   74.448984
32 2025-09-30  51.284363   26.913787   74.682301
33 2025-10-31  51.935157   29.039846   75.319585
34 2025-11-30  52.564957   28.355041   77.418757
Forecast for South America and Product 495:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.356967   14.020302   44.858876
31 2025-08-31  28.849395   12.727730   44.483746
32 2025-09-30  28.358196   12.083245   44.674044
33 2025-10-31  27.850623   12.120728   43.671219
34 2025-11-30  27.359424   11.037107   42.164323
14:18:08 - cmdstanpy - INFO - Chain [1] start processing
14:18:09 - cmdstanpy - INFO - Chain [1] done processing
14:18:09 - cmdstanpy - INFO - Chain [1] start processing
14:18:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 496:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.522452   16.859125   55.258597
31 2025-08-31  35.231375   15.743018   53.892777
32 2025-09-30  34.949688   14.378768   53.592404
33 2025-10-31  34.658611   16.508947   53.499394
34 2025-11-30  34.376924   15.099497   54.492635
Forecast for South America and Product 497:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.476686    4.894094   34.177851
31 2025-08-31  18.544197    3.887267   32.434546
32 2025-09-30  17.641789    3.544810   31.507806
33 2025-10-31  16.709299    2.150018   30.340626
34 2025-11-30  15.806891    2.221611   31.379964
14:18:09 - cmdstanpy - INFO - Chain [1] start processing
14:18:09 - cmdstanpy - INFO - Chain [1] done processing
14:18:09 - cmdstanpy - INFO - Chain [1] start processing
14:18:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 498:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.577318    5.860687   48.571067
31 2025-08-31  25.551543    5.359318   46.031700
32 2025-09-30  24.558857    3.054027   45.636151
33 2025-10-31  23.533081    2.377599   43.211484
34 2025-11-30  22.540395   -0.584411   44.646116
Forecast for South America and Product 499:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.661997   11.661350   51.519019
31 2025-08-31  31.306408    8.999320   52.222482
32 2025-09-30  30.962290   11.728584   52.276656
33 2025-10-31  30.606701    9.288320   52.636051
34 2025-11-30  30.262583    9.822720   51.384514
14:18:09 - cmdstanpy - INFO - Chain [1] start processing
14:18:09 - cmdstanpy - INFO - Chain [1] done processing
14:18:09 - cmdstanpy - INFO - Chain [1] start processing
14:18:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 500:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.161366   11.673113   55.930537
31 2025-08-31  34.867334   13.234647   56.075985
32 2025-09-30  34.582787   14.105311   56.641527
33 2025-10-31  34.288754   12.254531   54.805588
34 2025-11-30  34.004207   13.211227   54.872398
Forecast for South America and Product 501:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.346970   15.759809   62.716738
31 2025-08-31  40.451954   16.863869   64.544222
32 2025-09-30  40.553551   16.386615   62.032324
33 2025-10-31  40.658535   18.272003   64.040704
34 2025-11-30  40.760133   18.382571   63.433889
14:18:10 - cmdstanpy - INFO - Chain [1] start processing
14:18:10 - cmdstanpy - INFO - Chain [1] done processing
14:18:10 - cmdstanpy - INFO - Chain [1] start processing
14:18:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 502:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.787916   14.313204   52.022192
31 2025-08-31  33.524716   13.745151   52.829779
32 2025-09-30  33.270006   13.003376   51.943845
33 2025-10-31  33.006806   11.141900   53.330260
34 2025-11-30  32.752097   13.584906   51.952842
Forecast for South America and Product 503:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.707046   22.944891   59.158126
31 2025-08-31  41.979608   23.596208   60.209604
32 2025-09-30  42.243378   23.832469   59.658577
33 2025-10-31  42.515940   24.810519   60.384898
34 2025-11-30  42.779710   24.693585   61.636294
14:18:10 - cmdstanpy - INFO - Chain [1] start processing
14:18:10 - cmdstanpy - INFO - Chain [1] done processing
14:18:10 - cmdstanpy - INFO - Chain [1] start processing
14:18:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 504:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.098469   36.622748   65.267698
31 2025-08-31  51.800945   37.758783   65.745563
32 2025-09-30  52.480760   38.800965   66.078808
33 2025-10-31  53.183236   40.742170   67.647498
34 2025-11-30  53.863051   39.719247   67.477244
Forecast for South America and Product 505:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.412746   22.810688   52.942872
31 2025-08-31  38.380711   23.322388   53.634412
32 2025-09-30  38.349709   23.160336   52.192359
33 2025-10-31  38.317674   24.547124   52.623602
34 2025-11-30  38.286672   23.692034   52.691607
14:18:10 - cmdstanpy - INFO - Chain [1] start processing
14:18:10 - cmdstanpy - INFO - Chain [1] done processing
14:18:10 - cmdstanpy - INFO - Chain [1] start processing
14:18:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 506:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.769139   11.574778   43.946590
31 2025-08-31  27.304752   10.719255   43.179238
32 2025-09-30  26.855346    9.684641   43.328584
33 2025-10-31  26.390959   10.258002   41.556817
34 2025-11-30  25.941552   10.033255   40.951897
Forecast for South America and Product 507:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.088458    7.937001   46.806634
31 2025-08-31  26.694025    6.895356   46.939457
32 2025-09-30  26.312316    6.201785   45.252264
33 2025-10-31  25.917883    7.297535   45.671921
34 2025-11-30  25.536174    5.538348   43.585021
14:18:11 - cmdstanpy - INFO - Chain [1] start processing
14:18:11 - cmdstanpy - INFO - Chain [1] done processing
14:18:11 - cmdstanpy - INFO - Chain [1] start processing
14:18:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 508:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.338925    2.287737   45.615966
31 2025-08-31  23.420936    3.208316   42.970623
32 2025-09-30  22.532559    1.412172   42.333039
33 2025-10-31  21.614570    1.247938   41.539263
34 2025-11-30  20.726193    0.022665   41.268565
Forecast for South America and Product 509:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.777148   21.122496   59.197774
31 2025-08-31  40.614709   22.114148   61.791386
32 2025-09-30  40.457510   21.364745   59.890198
33 2025-10-31  40.295070   20.001464   59.277788
34 2025-11-30  40.137871   21.175686   59.010438
14:18:11 - cmdstanpy - INFO - Chain [1] start processing
14:18:11 - cmdstanpy - INFO - Chain [1] done processing
14:18:11 - cmdstanpy - INFO - Chain [1] start processing
14:18:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 510:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.228758   19.730186   58.188121
31 2025-08-31  39.264169   19.074524   58.366648
32 2025-09-30  39.298438   19.995412   58.261827
33 2025-10-31  39.333849   20.106594   59.267620
34 2025-11-30  39.368118   20.568952   60.089577
Forecast for South America and Product 511:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.845326   30.962397   66.144284
31 2025-08-31  49.269855   31.550826   67.624995
32 2025-09-30  49.680689   31.464345   68.304082
33 2025-10-31  50.105217   31.319621   67.515033
34 2025-11-30  50.516051   33.690474   68.506997
14:18:11 - cmdstanpy - INFO - Chain [1] start processing
14:18:11 - cmdstanpy - INFO - Chain [1] done processing
14:18:12 - cmdstanpy - INFO - Chain [1] start processing
14:18:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 512:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.808424   22.193000   56.251267
31 2025-08-31  38.713701   21.762407   55.606820
32 2025-09-30  38.622033   24.010262   54.784171
33 2025-10-31  38.527310   21.235200   54.603683
34 2025-11-30  38.435642   22.442778   55.697023
Forecast for South America and Product 513:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  10.819319  -10.065223   33.377329
31 2025-08-31   9.537277  -12.730010   29.580838
32 2025-09-30   8.296591  -12.287845   30.974729
33 2025-10-31   7.014548  -13.788577   29.062071
34 2025-11-30   5.773862  -14.925134   25.763712
14:18:12 - cmdstanpy - INFO - Chain [1] start processing
14:18:12 - cmdstanpy - INFO - Chain [1] done processing
14:18:12 - cmdstanpy - INFO - Chain [1] start processing
14:18:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 514:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.941291   24.032181   51.547992
31 2025-08-31  38.051420   23.783089   51.801479
32 2025-09-30  38.157997   24.631732   51.740169
33 2025-10-31  38.268126   24.289345   53.738205
34 2025-11-30  38.374703   24.494040   51.703236
Forecast for South America and Product 515:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.075838   18.589622   61.133324
31 2025-08-31  41.261928   19.509409   61.662920
32 2025-09-30  41.442015   21.712487   61.540111
33 2025-10-31  41.628105   21.134560   62.724068
34 2025-11-30  41.808192   20.393585   62.537315
14:18:12 - cmdstanpy - INFO - Chain [1] start processing
14:18:12 - cmdstanpy - INFO - Chain [1] done processing
14:18:12 - cmdstanpy - INFO - Chain [1] start processing
14:18:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 516:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.834710   35.691091   78.064884
31 2025-08-31  58.516894   34.841943   79.602674
32 2025-09-30  59.177071   38.052722   80.869512
33 2025-10-31  59.859255   38.192316   79.746938
34 2025-11-30  60.519433   39.101300   82.681506
Forecast for South America and Product 517:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.435999    8.863234   50.383094
31 2025-08-31  28.832695    7.321248   50.420574
32 2025-09-30  28.248853    6.337037   47.471036
33 2025-10-31  27.645549    7.397299   49.180212
34 2025-11-30  27.061707    6.036980   47.189748
14:18:12 - cmdstanpy - INFO - Chain [1] start processing
14:18:13 - cmdstanpy - INFO - Chain [1] done processing
14:18:13 - cmdstanpy - INFO - Chain [1] start processing
14:18:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 518:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.469030   17.378637   56.061993
31 2025-08-31  37.196201   17.120605   56.148613
32 2025-09-30  36.932174   17.827963   56.194189
33 2025-10-31  36.659345   17.146797   56.291441
34 2025-11-30  36.395318   16.575913   57.163320
Forecast for South America and Product 519:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.794343   27.288192   67.162339
31 2025-08-31  46.990933   25.289317   66.344013
32 2025-09-30  47.181181   26.742324   67.208306
33 2025-10-31  47.377771   28.765468   68.808307
34 2025-11-30  47.568019   27.338426   68.894930
14:18:13 - cmdstanpy - INFO - Chain [1] start processing
14:18:13 - cmdstanpy - INFO - Chain [1] done processing
14:18:13 - cmdstanpy - INFO - Chain [1] start processing
14:18:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 520:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.976813   22.161289   60.840047
31 2025-08-31  41.142696   20.464102   60.782485
32 2025-09-30  41.303228   21.242409   59.545350
33 2025-10-31  41.469112   22.904903   61.998369
34 2025-11-30  41.629644   21.558176   60.104278
Forecast for South America and Product 521:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.549610   14.895413   60.526306
31 2025-08-31  36.317633   12.932295   58.082494
32 2025-09-30  36.093139   15.720396   59.517654
33 2025-10-31  35.861161   13.114393   57.917548
34 2025-11-30  35.636667   12.189101   58.477953
14:18:13 - cmdstanpy - INFO - Chain [1] start processing
14:18:13 - cmdstanpy - INFO - Chain [1] done processing
14:18:13 - cmdstanpy - INFO - Chain [1] start processing
14:18:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 522:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.053565   28.301570   57.581918
31 2025-08-31  44.332214   30.159082   57.341609
32 2025-09-30  44.601874   31.453648   58.757012
33 2025-10-31  44.880524   31.227619   59.689627
34 2025-11-30  45.150184   30.472020   58.927789
Forecast for South America and Product 523:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.514334   16.412333   54.135834
31 2025-08-31  34.083059   14.370373   52.274771
32 2025-09-30  33.665695   14.002394   52.610823
33 2025-10-31  33.234420   14.305972   52.558582
34 2025-11-30  32.817057   13.181347   51.477178
14:18:14 - cmdstanpy - INFO - Chain [1] start processing
14:18:14 - cmdstanpy - INFO - Chain [1] done processing
14:18:14 - cmdstanpy - INFO - Chain [1] start processing
14:18:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 524:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.050870   11.109510   51.557847
31 2025-08-31  30.687697   12.210508   50.204469
32 2025-09-30  30.336240   12.564439   50.531138
33 2025-10-31  29.973067   11.223026   49.966589
34 2025-11-30  29.621610    9.703326   49.283996
Forecast for South America and Product 525:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.189867   17.927357   46.735992
31 2025-08-31  31.768495   18.060090   45.589036
32 2025-09-30  31.360716   17.593612   45.116677
33 2025-10-31  30.939344   16.399477   44.136407
34 2025-11-30  30.531564   16.133983   44.477559
14:18:14 - cmdstanpy - INFO - Chain [1] start processing
14:18:14 - cmdstanpy - INFO - Chain [1] done processing
14:18:14 - cmdstanpy - INFO - Chain [1] start processing
14:18:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 526:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.812250   -2.145306   48.869434
31 2025-08-31  23.902186   -0.537167   49.464946
32 2025-09-30  23.021479   -2.460599   47.647975
33 2025-10-31  22.111415   -1.964319   46.414211
34 2025-11-30  21.230709   -1.809645   46.342263
Forecast for South America and Product 527:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.923797   36.150814   66.945996
31 2025-08-31  51.461795   35.882381   66.910660
32 2025-09-30  51.982439   36.507013   67.715611
33 2025-10-31  52.520437   35.746450   66.911083
34 2025-11-30  53.041081   37.530288   68.582402
14:18:14 - cmdstanpy - INFO - Chain [1] start processing
14:18:14 - cmdstanpy - INFO - Chain [1] done processing
14:18:14 - cmdstanpy - INFO - Chain [1] start processing
14:18:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 528:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.395200   24.110865   64.520089
31 2025-08-31  43.204423   23.053079   62.105636
32 2025-09-30  43.019799   22.550422   62.845495
33 2025-10-31  42.829022   22.297410   62.946705
34 2025-11-30  42.644399   22.998462   61.927648
Forecast for South America and Product 529:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.218908   19.030643   74.633493
31 2025-08-31  46.293891   18.681464   73.026868
32 2025-09-30  46.366456   20.437590   74.967439
33 2025-10-31  46.441439   19.036429   72.278213
34 2025-11-30  46.514004   19.693805   73.853709
14:18:15 - cmdstanpy - INFO - Chain [1] start processing
14:18:15 - cmdstanpy - INFO - Chain [1] done processing
14:18:15 - cmdstanpy - INFO - Chain [1] start processing
14:18:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 530:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.729662   26.055304   66.091743
31 2025-08-31  46.001908   26.526697   64.835440
32 2025-09-30  46.265371   28.514508   65.819668
33 2025-10-31  46.537616   28.818224   66.785730
34 2025-11-30  46.801079   27.413684   66.015085
Forecast for South America and Product 531:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.606804   27.712089   65.779118
31 2025-08-31  47.953725   28.944137   65.362875
32 2025-09-30  48.289455   30.121736   64.998414
33 2025-10-31  48.636376   29.751821   67.110567
34 2025-11-30  48.972105   29.407785   67.073658
14:18:15 - cmdstanpy - INFO - Chain [1] start processing
14:18:15 - cmdstanpy - INFO - Chain [1] done processing
14:18:15 - cmdstanpy - INFO - Chain [1] start processing
14:18:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 532:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.747992   20.131890   66.166086
31 2025-08-31  43.086014   20.008317   66.076226
32 2025-09-30  43.413131   22.213184   66.583603
33 2025-10-31  43.751153   22.986390   68.365706
34 2025-11-30  44.078271   21.470087   68.026533
Forecast for South America and Product 533:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.957464    9.509193   45.366711
31 2025-08-31  27.370432   10.285895   45.690471
32 2025-09-30  26.802337   10.175013   44.393525
33 2025-10-31  26.215306    7.671323   45.014048
34 2025-11-30  25.647211    7.667160   44.301546
14:18:15 - cmdstanpy - INFO - Chain [1] start processing
14:18:15 - cmdstanpy - INFO - Chain [1] done processing
14:18:15 - cmdstanpy - INFO - Chain [1] start processing
14:18:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 534:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.320677   24.295114   63.110167
31 2025-08-31  43.394952   23.034140   62.069159
32 2025-09-30  43.466831   24.727143   61.538765
33 2025-10-31  43.541106   24.789555   61.866838
34 2025-11-30  43.612985   25.955681   62.512334
Forecast for South America and Product 535:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.866538   37.823796   70.650835
31 2025-08-31  54.730767   39.299614   71.873004
32 2025-09-30  55.567118   38.263514   71.913904
33 2025-10-31  56.431347   39.195445   72.458789
34 2025-11-30  57.267698   41.342668   74.130067
14:18:16 - cmdstanpy - INFO - Chain [1] start processing
14:18:16 - cmdstanpy - INFO - Chain [1] done processing
14:18:16 - cmdstanpy - INFO - Chain [1] start processing
14:18:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 536:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.567744   20.925079   54.627837
31 2025-08-31  38.663997   20.891131   56.141686
32 2025-09-30  38.757145   21.146255   55.801427
33 2025-10-31  38.853399   20.763742   56.316928
34 2025-11-30  38.946547   21.424988   55.826555
Forecast for South America and Product 537:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.077036   12.599253   57.115700
31 2025-08-31  33.300437   10.088063   55.352008
32 2025-09-30  32.548889    8.186265   54.961084
33 2025-10-31  31.772289   11.444474   55.541577
34 2025-11-30  31.020741    8.174497   53.567216
14:18:16 - cmdstanpy - INFO - Chain [1] start processing
14:18:16 - cmdstanpy - INFO - Chain [1] done processing
14:18:16 - cmdstanpy - INFO - Chain [1] start processing
14:18:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 538:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  65.461412   45.275302   88.964283
31 2025-08-31  66.350784   42.740095   88.513688
32 2025-09-30  67.211467   45.160492   90.014001
33 2025-10-31  68.100839   44.932249   89.699419
34 2025-11-30  68.961521   45.692499   92.345899
Forecast for South America and Product 539:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.200324   13.396350   40.103297
31 2025-08-31  26.944137   13.993793   41.467452
32 2025-09-30  26.696213   13.352327   40.247241
33 2025-10-31  26.440026   12.836083   39.283368
34 2025-11-30  26.192103   12.825149   39.602438
14:18:16 - cmdstanpy - INFO - Chain [1] start processing
14:18:16 - cmdstanpy - INFO - Chain [1] done processing
14:18:16 - cmdstanpy - INFO - Chain [1] start processing
14:18:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 540:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.525830   21.573390   56.618055
31 2025-08-31  39.673039   22.209181   57.828185
32 2025-09-30  39.815500   21.930478   56.032392
33 2025-10-31  39.962709   21.064880   56.870849
34 2025-11-30  40.105169   22.952006   57.495326
Forecast for South America and Product 541:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.930234   25.208482   68.883303
31 2025-08-31  47.254550   24.237639   69.140476
32 2025-09-30  47.568404   25.317062   70.329082
33 2025-10-31  47.892720   26.120463   69.559007
34 2025-11-30  48.206574   25.958530   70.239070
14:18:17 - cmdstanpy - INFO - Chain [1] start processing
14:18:17 - cmdstanpy - INFO - Chain [1] done processing
14:18:17 - cmdstanpy - INFO - Chain [1] start processing
14:18:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 542:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.416057   13.750454   54.648102
31 2025-08-31  34.257193   12.519520   53.397683
32 2025-09-30  34.103454   16.004046   53.198125
33 2025-10-31  33.944590   13.386486   53.146953
34 2025-11-30  33.790851   13.544529   53.462399
Forecast for South America and Product 543:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.121082    8.901652   54.455980
31 2025-08-31  30.167560    5.580387   54.491533
32 2025-09-30  29.244795    7.816105   54.907513
33 2025-10-31  28.291272    5.171132   52.013491
34 2025-11-30  27.368508    5.311905   50.651109
14:18:17 - cmdstanpy - INFO - Chain [1] start processing
14:18:17 - cmdstanpy - INFO - Chain [1] done processing
14:18:17 - cmdstanpy - INFO - Chain [1] start processing
14:18:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 544:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.812813   10.019602   46.160306
31 2025-08-31  27.070441    9.014396   46.214560
32 2025-09-30  26.352016    6.718470   45.511165
33 2025-10-31  25.609644    9.248693   43.177734
34 2025-11-30  24.891220    6.121885   44.849113
Forecast for South America and Product 545:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.368806   25.497693   57.466321
31 2025-08-31  41.743160   26.849344   58.327912
32 2025-09-30  42.105437   25.702925   57.973856
33 2025-10-31  42.479791   26.150022   58.944220
34 2025-11-30  42.842069   26.520593   58.862135
14:18:17 - cmdstanpy - INFO - Chain [1] start processing
14:18:17 - cmdstanpy - INFO - Chain [1] done processing
14:18:18 - cmdstanpy - INFO - Chain [1] start processing
14:18:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 546:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.581396   12.306382   57.201943
31 2025-08-31  35.461949   13.551704   57.014514
32 2025-09-30  35.346354   13.706879   58.727299
33 2025-10-31  35.226907   13.290959   57.615269
34 2025-11-30  35.111312   12.426063   57.853449
Forecast for South America and Product 547:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.156668   24.256470   66.339720
31 2025-08-31  45.372419   23.724505   66.358378
32 2025-09-30  45.581210   22.922674   66.967160
33 2025-10-31  45.796960   26.991140   67.052914
34 2025-11-30  46.005751   24.791971   65.844733
14:18:18 - cmdstanpy - INFO - Chain [1] start processing
14:18:18 - cmdstanpy - INFO - Chain [1] done processing
14:18:18 - cmdstanpy - INFO - Chain [1] start processing
14:18:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 548:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.431717   32.550237   67.901722
31 2025-08-31  51.083272   33.193327   68.244389
32 2025-09-30  51.713808   33.270069   69.270227
33 2025-10-31  52.365363   33.849723   70.360858
34 2025-11-30  52.995900   35.131577   70.563578
Forecast for South America and Product 549:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.673756    2.672839   48.987587
31 2025-08-31  23.929135    1.375172   45.552736
32 2025-09-30  23.208533   -0.525008   46.431815
33 2025-10-31  22.463912   -1.173354   44.902079
34 2025-11-30  21.743311   -1.108291   44.206272
14:18:18 - cmdstanpy - INFO - Chain [1] start processing
14:18:18 - cmdstanpy - INFO - Chain [1] done processing
14:18:18 - cmdstanpy - INFO - Chain [1] start processing
14:18:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 550:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.076747    4.923547   44.226911
31 2025-08-31  24.069686    3.206327   44.408699
32 2025-09-30  23.095111    2.430241   42.537234
33 2025-10-31  22.088050    2.690928   41.449794
34 2025-11-30  21.113474    3.183796   40.705837
Forecast for South America and Product 551:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.627205   32.186053   73.948203
31 2025-08-31  52.434913   31.207021   74.192493
32 2025-09-30  53.216566   30.244025   73.347925
33 2025-10-31  54.024273   30.959462   75.380136
34 2025-11-30  54.805926   33.314818   75.590387
14:18:18 - cmdstanpy - INFO - Chain [1] start processing
14:18:19 - cmdstanpy - INFO - Chain [1] done processing
14:18:19 - cmdstanpy - INFO - Chain [1] start processing
14:18:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 552:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.908666   29.661761   68.425325
31 2025-08-31  49.350842   30.233731   68.257857
32 2025-09-30  49.778753   30.257882   69.883382
33 2025-10-31  50.220928   30.272412   69.533595
34 2025-11-30  50.648840   30.577363   69.733197
Forecast for South America and Product 553:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.755270   26.000669   61.766862
31 2025-08-31  43.872054   25.921204   62.919695
32 2025-09-30  43.985070   26.418318   61.843312
33 2025-10-31  44.101854   26.426828   62.860267
34 2025-11-30  44.214871   26.020918   61.954431
14:18:19 - cmdstanpy - INFO - Chain [1] start processing
14:18:19 - cmdstanpy - INFO - Chain [1] done processing
14:18:19 - cmdstanpy - INFO - Chain [1] start processing
14:18:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 554:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.156684    0.374823   36.083807
31 2025-08-31  17.314739   -2.208205   35.877647
32 2025-09-30  16.499953   -2.857796   35.920871
33 2025-10-31  15.658008   -2.246628   35.612043
34 2025-11-30  14.843222   -3.472013   35.061662
Forecast for South America and Product 555:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.108338   12.406041   56.793205
31 2025-08-31  33.860414   13.224061   54.351275
32 2025-09-30  33.620488   12.023049   56.818838
33 2025-10-31  33.372564   11.196225   55.553599
34 2025-11-30  33.132638   11.951314   55.459693
14:18:19 - cmdstanpy - INFO - Chain [1] start processing
14:18:19 - cmdstanpy - INFO - Chain [1] done processing
14:18:19 - cmdstanpy - INFO - Chain [1] start processing
14:18:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 556:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.625677   13.787844   54.809381
31 2025-08-31  35.273621   15.638184   55.460954
32 2025-09-30  34.932922   16.008572   53.524793
33 2025-10-31  34.580866   15.665569   55.350936
34 2025-11-30  34.240167   13.996687   54.181449
Forecast for South America and Product 557:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.650919   35.140856   72.580408
31 2025-08-31  54.061203   35.830606   73.296794
32 2025-09-30  54.458253   34.658703   73.791747
33 2025-10-31  54.868538   35.112014   72.948041
34 2025-11-30  55.265588   36.288365   74.258850
14:18:20 - cmdstanpy - INFO - Chain [1] start processing
14:18:20 - cmdstanpy - INFO - Chain [1] done processing
14:18:20 - cmdstanpy - INFO - Chain [1] start processing
14:18:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 558:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.699735   16.325624   57.352258
31 2025-08-31  37.686223   17.865081   60.238906
32 2025-09-30  37.673146   15.053393   58.423291
33 2025-10-31  37.659633   16.715017   59.282665
34 2025-11-30  37.646556   14.192621   58.716051
Forecast for South America and Product 559:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.296542   23.544851   56.052341
31 2025-08-31  40.532597   24.038536   57.425989
32 2025-09-30  40.761038   24.905351   57.672212
33 2025-10-31  40.997094   24.838742   57.838910
34 2025-11-30  41.225535   24.910998   56.664922
14:18:20 - cmdstanpy - INFO - Chain [1] start processing
14:18:20 - cmdstanpy - INFO - Chain [1] done processing
14:18:20 - cmdstanpy - INFO - Chain [1] start processing
14:18:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 560:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.107392    5.490755   44.252934
31 2025-08-31  23.143929    3.426037   42.433046
32 2025-09-30  22.211546    3.298753   40.944347
33 2025-10-31  21.248082    3.270593   40.141364
34 2025-11-30  20.315699    1.803254   38.867498
Forecast for South America and Product 561:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.983141   16.318071   63.924501
31 2025-08-31  40.805840   17.919594   63.198360
32 2025-09-30  40.634258   18.237822   62.922012
33 2025-10-31  40.456957   17.450921   63.459990
34 2025-11-30  40.285375   19.028456   64.135647
14:18:20 - cmdstanpy - INFO - Chain [1] start processing
14:18:20 - cmdstanpy - INFO - Chain [1] done processing
14:18:21 - cmdstanpy - INFO - Chain [1] start processing
14:18:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 562:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.033413   20.132287   58.916015
31 2025-08-31  38.866942   19.631948   58.109169
32 2025-09-30  38.705841   18.709107   60.230199
33 2025-10-31  38.539370   18.818284   58.304615
34 2025-11-30  38.378268   19.194594   58.605848
Forecast for South America and Product 563:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.125505   38.386360   75.421534
31 2025-08-31  56.794147   37.899476   75.447362
32 2025-09-30  57.441221   40.773334   75.932305
33 2025-10-31  58.109863   38.956850   75.764864
34 2025-11-30  58.756936   40.101442   78.136732
14:18:21 - cmdstanpy - INFO - Chain [1] start processing
14:18:21 - cmdstanpy - INFO - Chain [1] done processing
14:18:21 - cmdstanpy - INFO - Chain [1] start processing
14:18:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 564:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.107797   19.952988   56.566235
31 2025-08-31  38.281590   20.448594   56.865577
32 2025-09-30  38.449777   19.372118   57.449961
33 2025-10-31  38.623570   19.125098   56.682079
34 2025-11-30  38.791757   20.242570   58.572024
Forecast for South America and Product 565:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.515709   40.556281   76.558486
31 2025-08-31  59.451743   41.800390   77.290530
32 2025-09-30  60.357581   42.123943   77.682874
33 2025-10-31  61.293615   43.732628   78.227773
34 2025-11-30  62.199454   45.684140   79.309770
14:18:21 - cmdstanpy - INFO - Chain [1] start processing
14:18:21 - cmdstanpy - INFO - Chain [1] done processing
14:18:21 - cmdstanpy - INFO - Chain [1] start processing
14:18:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 566:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.005476   11.040364   46.575884
31 2025-08-31  28.514215   10.946293   45.374531
32 2025-09-30  28.038800    9.833745   43.994430
33 2025-10-31  27.547539   10.090786   43.978737
34 2025-11-30  27.072124   10.013689   44.492584
Forecast for South America and Product 567:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.395911   37.140234   73.716476
31 2025-08-31  56.207906   37.620643   75.370874
32 2025-09-30  56.993708   36.448799   76.007027
33 2025-10-31  57.805703   38.536342   76.968389
34 2025-11-30  58.591504   39.484003   78.830451
14:18:21 - cmdstanpy - INFO - Chain [1] start processing
14:18:22 - cmdstanpy - INFO - Chain [1] done processing
14:18:22 - cmdstanpy - INFO - Chain [1] start processing
14:18:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 568:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.397094   31.490677   81.240895
31 2025-08-31  56.767051   31.006341   82.068466
32 2025-09-30  57.125073   32.061812   82.124654
33 2025-10-31  57.495029   33.149791   81.445018
34 2025-11-30  57.853052   32.369527   82.425095
Forecast for South America and Product 569:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.343337   22.685081   50.751444
31 2025-08-31  36.005199   22.501957   50.482356
32 2025-09-30  35.677969   22.319105   51.025485
33 2025-10-31  35.339831   22.777420   50.470050
34 2025-11-30  35.012600   21.829528   47.989185
14:18:22 - cmdstanpy - INFO - Chain [1] start processing
14:18:22 - cmdstanpy - INFO - Chain [1] done processing
14:18:22 - cmdstanpy - INFO - Chain [1] start processing
14:18:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 570:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.013310   33.162508   67.083042
31 2025-08-31  50.669493   34.545867   66.909528
32 2025-09-30  51.304509   34.950399   67.275236
33 2025-10-31  51.960693   36.467604   68.456513
34 2025-11-30  52.595709   36.269863   66.712914
Forecast for South America and Product 571:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.527654   -0.710679   38.177425
31 2025-08-31  17.658949   -2.861770   38.829115
32 2025-09-30  16.818266   -3.487055   34.817644
33 2025-10-31  15.949561   -3.665445   37.005852
34 2025-11-30  15.108878   -5.583060   35.348255
14:18:22 - cmdstanpy - INFO - Chain [1] start processing
14:18:22 - cmdstanpy - INFO - Chain [1] done processing
14:18:22 - cmdstanpy - INFO - Chain [1] start processing
14:18:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 572:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.543004   17.250595   52.173057
31 2025-08-31  34.096954   15.720737   52.265831
32 2025-09-30  33.665293   15.223403   52.430195
33 2025-10-31  33.219243   14.079924   51.340399
34 2025-11-30  32.787583   13.921929   51.354385
Forecast for South America and Product 573:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.135431   15.568378   44.646512
31 2025-08-31  29.671805   15.346511   45.134438
32 2025-09-30  29.223136   13.878645   42.588332
33 2025-10-31  28.759510   14.168252   43.439669
34 2025-11-30  28.310840   12.736847   42.308213
14:18:23 - cmdstanpy - INFO - Chain [1] start processing
14:18:23 - cmdstanpy - INFO - Chain [1] done processing
14:18:23 - cmdstanpy - INFO - Chain [1] start processing
14:18:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 574:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.843867   30.364344   61.748970
31 2025-08-31  46.395192   29.983828   62.405264
32 2025-09-30  46.928732   31.659959   63.773064
33 2025-10-31  47.480056   32.706940   64.741939
34 2025-11-30  48.013596   32.257177   63.338931
Forecast for South America and Product 575:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.897908   21.630801   60.188783
31 2025-08-31  41.887497   22.568495   61.452452
32 2025-09-30  41.877421   20.663532   61.965207
33 2025-10-31  41.867010   22.377897   62.553952
34 2025-11-30  41.856935   21.837754   62.657069
14:18:23 - cmdstanpy - INFO - Chain [1] start processing
14:18:23 - cmdstanpy - INFO - Chain [1] done processing
14:18:23 - cmdstanpy - INFO - Chain [1] start processing
14:18:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 576:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.047495   17.656338   52.507751
31 2025-08-31  34.782009   18.054622   51.198286
32 2025-09-30  34.525087   17.829423   51.658875
33 2025-10-31  34.259600   17.179215   51.060856
34 2025-11-30  34.002678   17.534314   51.483607
Forecast for South America and Product 577:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.945020    3.148544   39.079456
31 2025-08-31  18.991306   -1.063192   38.182495
32 2025-09-30  18.068356   -2.083354   37.799110
33 2025-10-31  17.114641   -1.906458   38.045179
34 2025-11-30  16.191692   -3.092598   35.965623
14:18:23 - cmdstanpy - INFO - Chain [1] start processing
14:18:23 - cmdstanpy - INFO - Chain [1] done processing
14:18:24 - cmdstanpy - INFO - Chain [1] start processing
14:18:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 578:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.542884   20.564423   61.511072
31 2025-08-31  40.547156   20.126923   61.287064
32 2025-09-30  40.551291   20.223557   60.438109
33 2025-10-31  40.555563   19.886896   61.553846
34 2025-11-30  40.559697   19.860962   59.847315
Forecast for South America and Product 579:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.872027   27.482247   80.058830
31 2025-08-31  54.585441   27.638506   81.285134
32 2025-09-30  55.275842   28.902022   80.785073
33 2025-10-31  55.989257   31.534206   83.960462
34 2025-11-30  56.679658   30.009340   82.229232
14:18:24 - cmdstanpy - INFO - Chain [1] start processing
14:18:24 - cmdstanpy - INFO - Chain [1] done processing
14:18:24 - cmdstanpy - INFO - Chain [1] start processing
14:18:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 580:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.607522   27.992164   67.191378
31 2025-08-31  48.173840   29.657958   68.183667
32 2025-09-30  48.721890   29.318926   69.522315
33 2025-10-31  49.288208   30.602836   68.095300
34 2025-11-30  49.836258   29.738219   70.592118
Forecast for South America and Product 581:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.391339   11.066838   56.693495
31 2025-08-31  34.051387    8.305068   55.570908
32 2025-09-30  33.722401   12.716802   56.807927
33 2025-10-31  33.382449    9.824097   53.506866
34 2025-11-30  33.053463    9.944525   55.373937
14:18:24 - cmdstanpy - INFO - Chain [1] start processing
14:18:24 - cmdstanpy - INFO - Chain [1] done processing
14:18:24 - cmdstanpy - INFO - Chain [1] start processing
14:18:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 582:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.548721   24.320395   67.715448
31 2025-08-31  45.807489   24.025910   68.260787
32 2025-09-30  46.057909   25.628513   68.272212
33 2025-10-31  46.316677   25.237597   67.733633
34 2025-11-30  46.567098   23.160842   69.621631
Forecast for South America and Product 583:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.941575   31.345642   63.600298
31 2025-08-31  48.103193   31.632071   65.751885
32 2025-09-30  48.259597   31.565647   64.791591
33 2025-10-31  48.421215   31.593595   64.704808
34 2025-11-30  48.577620   30.804586   65.383901
14:18:24 - cmdstanpy - INFO - Chain [1] start processing
14:18:25 - cmdstanpy - INFO - Chain [1] done processing
14:18:25 - cmdstanpy - INFO - Chain [1] start processing
14:18:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 584:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.124192   29.209533   73.998040
31 2025-08-31  51.760020   29.138830   73.812177
32 2025-09-30  52.375337   28.766546   73.498708
33 2025-10-31  53.011165   29.768167   75.622312
34 2025-11-30  53.626483   30.604195   76.995901
Forecast for South America and Product 585:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.058214   18.402203   63.451691
31 2025-08-31  40.832776   18.167791   64.202642
32 2025-09-30  40.614611   18.208645   62.131701
33 2025-10-31  40.389173   16.627606   63.361213
34 2025-11-30  40.171007   17.859938   61.060740
14:18:25 - cmdstanpy - INFO - Chain [1] start processing
14:18:25 - cmdstanpy - INFO - Chain [1] done processing
14:18:25 - cmdstanpy - INFO - Chain [1] start processing
14:18:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 586:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.367737   20.173104   56.660301
31 2025-08-31  38.343273   21.446642   56.018156
32 2025-09-30  38.319599   20.534745   54.066464
33 2025-10-31  38.295135   19.271573   57.692289
34 2025-11-30  38.271461   20.527320   55.596840
Forecast for South America and Product 587:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.070175   14.727455   51.971318
31 2025-08-31  31.493724   12.519305   49.178698
32 2025-09-30  30.935869   11.880088   48.047467
33 2025-10-31  30.359418   12.596205   48.262762
34 2025-11-30  29.801563   12.512918   48.108106
14:18:25 - cmdstanpy - INFO - Chain [1] start processing
14:18:25 - cmdstanpy - INFO - Chain [1] done processing
14:18:25 - cmdstanpy - INFO - Chain [1] start processing
14:18:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 588:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.416559   17.333805   66.188850
31 2025-08-31  43.477571   17.525729   66.975055
32 2025-09-30  43.536615   18.102454   67.586341
33 2025-10-31  43.597627   19.361532   70.433456
34 2025-11-30  43.656670   19.582567   69.900517
Forecast for South America and Product 589:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.265361   23.270597   61.040705
31 2025-08-31  42.444367   23.365165   61.005379
32 2025-09-30  42.617599   23.849109   62.271198
33 2025-10-31  42.796605   25.698682   61.581640
34 2025-11-30  42.969836   24.973743   61.551348
14:18:26 - cmdstanpy - INFO - Chain [1] start processing
14:18:26 - cmdstanpy - INFO - Chain [1] done processing
14:18:26 - cmdstanpy - INFO - Chain [1] start processing
14:18:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 590:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.357732    9.526457   47.052610
31 2025-08-31  27.754869   10.730706   44.405177
32 2025-09-30  27.171453    8.626098   46.660472
33 2025-10-31  26.568590    8.371630   44.577192
34 2025-11-30  25.985174    7.271095   43.644041
Forecast for South America and Product 591:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.486933   31.586185   72.394774
31 2025-08-31  51.876478   31.695833   71.848009
32 2025-09-30  52.253458   32.868033   72.969935
33 2025-10-31  52.643003   31.075181   73.113311
34 2025-11-30  53.019983   33.064695   73.203911
14:18:26 - cmdstanpy - INFO - Chain [1] start processing
14:18:26 - cmdstanpy - INFO - Chain [1] done processing
14:18:26 - cmdstanpy - INFO - Chain [1] start processing
14:18:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 592:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.341227   17.410829   62.007504
31 2025-08-31  39.548274   17.532764   59.616008
32 2025-09-30  39.748641   17.369747   62.667169
33 2025-10-31  39.955687   17.802471   59.202647
34 2025-11-30  40.156055   19.861311   63.722374
Forecast for South America and Product 593:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.027374   -3.199988   37.808465
31 2025-08-31  16.780474   -2.935724   35.793625
32 2025-09-30  15.573797   -3.015261   33.914700
33 2025-10-31  14.326897   -4.596504   34.007330
34 2025-11-30  13.120219   -7.789846   33.393995
14:18:26 - cmdstanpy - INFO - Chain [1] start processing
14:18:26 - cmdstanpy - INFO - Chain [1] done processing
14:18:26 - cmdstanpy - INFO - Chain [1] start processing
14:18:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 594:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.894367    5.851946   44.338225
31 2025-08-31  25.154689    5.293713   44.281939
32 2025-09-30  24.438872    4.367856   43.086091
33 2025-10-31  23.699194    4.352386   43.894084
34 2025-11-30  22.983376    2.999610   43.046839
Forecast for South America and Product 595:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.698311   15.677751   46.129471
31 2025-08-31  31.316546   17.358772   46.516080
32 2025-09-30  30.947095   14.762623   46.156376
33 2025-10-31  30.565330   15.111073   45.959784
34 2025-11-30  30.195879   15.297790   45.420855
14:18:27 - cmdstanpy - INFO - Chain [1] start processing
14:18:27 - cmdstanpy - INFO - Chain [1] done processing
14:18:27 - cmdstanpy - INFO - Chain [1] start processing
14:18:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 596:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.875914   40.651805   69.956492
31 2025-08-31  55.195634   40.218338   71.088334
32 2025-09-30  55.505040   40.330250   70.741163
33 2025-10-31  55.824760   38.733557   70.350884
34 2025-11-30  56.134166   40.429694   70.822583
Forecast for South America and Product 597:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.913122   25.362011   60.463907
31 2025-08-31  42.638941   24.199049   61.593250
32 2025-09-30  42.373605   23.813099   59.487129
33 2025-10-31  42.099424   24.244606   59.907392
34 2025-11-30  41.834088   23.240492   58.980856
14:18:27 - cmdstanpy - INFO - Chain [1] start processing
14:18:27 - cmdstanpy - INFO - Chain [1] done processing
14:18:27 - cmdstanpy - INFO - Chain [1] start processing
14:18:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 598:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.544227   15.070588   53.365100
31 2025-08-31  33.892795   12.780643   52.592902
32 2025-09-30  33.262377   13.306187   53.830370
33 2025-10-31  32.610946   11.826387   52.405048
34 2025-11-30  31.980528   11.459829   50.140679
Forecast for South America and Product 599:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.733264   -1.381996   53.005178
31 2025-08-31  24.744870   -0.823921   51.227338
32 2025-09-30  23.788359   -1.973934   49.381868
33 2025-10-31  22.799965   -2.819055   48.657461
34 2025-11-30  21.843454   -3.520720   47.553853
14:18:27 - cmdstanpy - INFO - Chain [1] start processing
14:18:27 - cmdstanpy - INFO - Chain [1] done processing
14:18:27 - cmdstanpy - INFO - Chain [1] start processing
14:18:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 600:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.281021   27.797409   58.416111
31 2025-08-31  43.350609   28.360027   59.661618
32 2025-09-30  43.417952   27.811693   59.553352
33 2025-10-31  43.487541   28.504249   58.181349
34 2025-11-30  43.554884   27.871239   59.777617
Forecast for South America and Product 601:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.005224   15.357569   47.874699
31 2025-08-31  31.619598   15.090496   48.253459
32 2025-09-30  31.246412   17.127670   47.705834
33 2025-10-31  30.860787   15.086075   46.909125
34 2025-11-30  30.487601   15.143513   45.358266
14:18:28 - cmdstanpy - INFO - Chain [1] start processing
14:18:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 602:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.761030   26.807583   71.846020
31 2025-08-31  49.148523   28.192821   71.066120
32 2025-09-30  49.523516   27.130490   70.857578
33 2025-10-31  49.911009   28.815580   72.642698
34 2025-11-30  50.286002   29.184621   71.251198
14:18:28 - cmdstanpy - INFO - Chain [1] start processing
14:18:28 - cmdstanpy - INFO - Chain [1] done processing
14:18:28 - cmdstanpy - INFO - Chain [1] start processing
14:18:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 603:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.032664   27.297274   63.208303
31 2025-08-31  45.192998   28.326983   62.856727
32 2025-09-30  45.348160   26.893473   63.133289
33 2025-10-31  45.508495   26.136908   63.405542
34 2025-11-30  45.663657   27.198888   65.675398
Forecast for South America and Product 604:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.121988   18.787886   66.232102
31 2025-08-31  43.181746   20.392187   67.337833
32 2025-09-30  43.239576   22.208022   64.485329
33 2025-10-31  43.299333   21.433054   66.954224
34 2025-11-30  43.357163   20.758201   65.908600
14:18:28 - cmdstanpy - INFO - Chain [1] start processing
14:18:28 - cmdstanpy - INFO - Chain [1] done processing
14:18:28 - cmdstanpy - INFO - Chain [1] start processing
14:18:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 605:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.506560   15.473800   52.421920
31 2025-08-31  33.189929   13.928600   53.754424
32 2025-09-30  32.883512   13.893310   51.639730
33 2025-10-31  32.566881   13.122372   50.797195
34 2025-11-30  32.260464   14.574435   50.807662
Forecast for South America and Product 606:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.638379   28.907757   67.639339
31 2025-08-31  49.033749   28.944365   67.896154
32 2025-09-30  49.416366   30.952613   68.659488
33 2025-10-31  49.811736   30.590873   69.573179
34 2025-11-30  50.194352   31.037855   69.783350
14:18:29 - cmdstanpy - INFO - Chain [1] start processing
14:18:29 - cmdstanpy - INFO - Chain [1] done processing
14:18:29 - cmdstanpy - INFO - Chain [1] start processing
14:18:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 607:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.082528    8.765146   50.046293
31 2025-08-31  29.621716   10.109542   50.900660
32 2025-09-30  29.175768    7.172287   48.278118
33 2025-10-31  28.714956    7.644838   47.982359
34 2025-11-30  28.269009    7.815597   49.453364
Forecast for South America and Product 608:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.018920   19.205977   57.842791
31 2025-08-31  38.637888   20.520280   57.599642
32 2025-09-30  38.269147   19.181968   57.340291
33 2025-10-31  37.888115   19.298274   57.887507
34 2025-11-30  37.519375   19.758862   56.631602
14:18:29 - cmdstanpy - INFO - Chain [1] start processing
14:18:29 - cmdstanpy - INFO - Chain [1] done processing
14:18:29 - cmdstanpy - INFO - Chain [1] start processing
14:18:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 609:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.649858   12.861920   47.318656
31 2025-08-31  30.084956   13.133195   47.212666
32 2025-09-30  29.538275   13.661015   45.567569
33 2025-10-31  28.973373   12.371616   45.815891
34 2025-11-30  28.426692   11.733452   46.014124
Forecast for South America and Product 610:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.991938   15.326735   49.811423
31 2025-08-31  32.702689   17.034037   49.752854
32 2025-09-30  32.422770   16.350371   49.570713
33 2025-10-31  32.133520   15.102473   48.439671
34 2025-11-30  31.853601   14.904915   47.955971
14:18:29 - cmdstanpy - INFO - Chain [1] start processing
14:18:29 - cmdstanpy - INFO - Chain [1] done processing
14:18:30 - cmdstanpy - INFO - Chain [1] start processing
14:18:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 611:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.010426   27.033295   60.282513
31 2025-08-31  43.162223   25.202905   60.393526
32 2025-09-30  43.309122   25.584149   60.108958
33 2025-10-31  43.460919   27.363439   61.917706
34 2025-11-30  43.607818   26.516005   60.799407
Forecast for South America and Product 612:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.891707   24.444013   66.677550
31 2025-08-31  46.303657   26.081386   67.730291
32 2025-09-30  46.702318   24.384312   67.679574
33 2025-10-31  47.114267   26.483545   68.513036
34 2025-11-30  47.512928   26.324886   69.536673
14:18:30 - cmdstanpy - INFO - Chain [1] start processing
14:18:30 - cmdstanpy - INFO - Chain [1] done processing
14:18:30 - cmdstanpy - INFO - Chain [1] start processing
14:18:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 613:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.598471   13.413778   40.031529
31 2025-08-31  26.119926   12.455548   40.071035
32 2025-09-30  25.656819   12.508710   39.715125
33 2025-10-31  25.178275   11.528924   39.790217
34 2025-11-30  24.715167   11.527119   38.544075
Forecast for South America and Product 614:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.291386   12.324050   45.274546
31 2025-08-31  27.656935   10.980681   44.006804
32 2025-09-30  27.042951    9.803416   43.070859
33 2025-10-31  26.408501    9.702086   42.976119
34 2025-11-30  25.794517    8.908691   41.899100
14:18:30 - cmdstanpy - INFO - Chain [1] start processing
14:18:30 - cmdstanpy - INFO - Chain [1] done processing
14:18:30 - cmdstanpy - INFO - Chain [1] start processing
14:18:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 615:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.328685   23.820875   65.061831
31 2025-08-31  45.821833   25.640694   64.477485
32 2025-09-30  46.299072   25.605795   66.895253
33 2025-10-31  46.792219   27.188538   66.341904
34 2025-11-30  47.269458   27.503651   67.804180
Forecast for South America and Product 616:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.513249   18.725083   49.294980
31 2025-08-31  34.542165   19.494295   49.905134
32 2025-09-30  34.570147   18.752542   49.294037
33 2025-10-31  34.599062   19.085044   49.407346
34 2025-11-30  34.627045   20.359984   49.084798
14:18:30 - cmdstanpy - INFO - Chain [1] start processing
14:18:30 - cmdstanpy - INFO - Chain [1] done processing
14:18:31 - cmdstanpy - INFO - Chain [1] start processing
14:18:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 617:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.601807   37.269264   69.443590
31 2025-08-31  54.331433   37.790687   69.500232
32 2025-09-30  55.037523   38.441328   70.425368
33 2025-10-31  55.767149   39.788453   72.731048
34 2025-11-30  56.473239   39.997782   73.449113
Forecast for South America and Product 618:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.757606   26.586008   65.081798
31 2025-08-31  46.234750   27.909861   65.408828
32 2025-09-30  46.696503   27.761619   65.915369
33 2025-10-31  47.173648   29.121958   67.087918
34 2025-11-30  47.635400   28.479424   67.145091
14:18:31 - cmdstanpy - INFO - Chain [1] start processing
14:18:31 - cmdstanpy - INFO - Chain [1] done processing
14:18:31 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 619:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.423856   13.829255   52.748062
31 2025-08-31  34.492667   15.918736   52.785882
32 2025-09-30  34.559259   15.002802   54.225951
33 2025-10-31  34.628070   15.445931   55.872619
34 2025-11-30  34.694661   15.501024   54.486494
14:18:31 - cmdstanpy - INFO - Chain [1] done processing
14:18:31 - cmdstanpy - INFO - Chain [1] start processing
14:18:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 620:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.026668   36.611418   81.126658
31 2025-08-31  59.784457   38.560005   83.415802
32 2025-09-30  60.517801   37.767703   81.547748
33 2025-10-31  61.275590   40.044980   84.261543
34 2025-11-30  62.008934   40.210268   83.347644
Forecast for South America and Product 621:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.505264   23.193242   52.148197
31 2025-08-31  37.290472   23.717080   51.894432
32 2025-09-30  37.082608   21.830082   50.671048
33 2025-10-31  36.867816   21.346393   50.781396
34 2025-11-30  36.659952   21.408556   50.626115
14:18:31 - cmdstanpy - INFO - Chain [1] start processing
14:18:31 - cmdstanpy - INFO - Chain [1] done processing
14:18:32 - cmdstanpy - INFO - Chain [1] start processing
14:18:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 622:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.853644    6.531530   42.538471
31 2025-08-31  24.470691    7.220750   42.157607
32 2025-09-30  24.100091    6.596305   42.757000
33 2025-10-31  23.717138    6.286320   41.710535
34 2025-11-30  23.346538    5.245953   41.258914
Forecast for South America and Product 623:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.753747   14.698775   45.819420
31 2025-08-31  29.228608   14.143526   44.848022
32 2025-09-30  28.720408   11.802192   44.107272
33 2025-10-31  28.195268   12.763055   43.424754
34 2025-11-30  27.687068   12.811579   42.592614
14:18:32 - cmdstanpy - INFO - Chain [1] start processing
14:18:32 - cmdstanpy - INFO - Chain [1] done processing
14:18:32 - cmdstanpy - INFO - Chain [1] start processing
14:18:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 624:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.877165   17.199633   47.188872
31 2025-08-31  31.409624   15.351943   47.212374
32 2025-09-30  30.957166   15.251751   46.758025
33 2025-10-31  30.489625   14.311729   44.600035
34 2025-11-30  30.037166   14.435185   46.581748
Forecast for South America and Product 625:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.904585   32.809363   82.430894
31 2025-08-31  57.788420   33.228289   83.027985
32 2025-09-30  58.643744   32.117691   81.910556
33 2025-10-31  59.527579   35.963253   82.634520
34 2025-11-30  60.382903   36.361924   83.999901
14:18:32 - cmdstanpy - INFO - Chain [1] start processing
14:18:32 - cmdstanpy - INFO - Chain [1] done processing
14:18:32 - cmdstanpy - INFO - Chain [1] start processing
14:18:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 626:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.000676   10.201898   46.680865
31 2025-08-31  28.229411    9.546412   47.227476
32 2025-09-30  27.483025    8.310104   46.378905
33 2025-10-31  26.711760    8.392635   45.111662
34 2025-11-30  25.965375    8.275828   45.546154
Forecast for South America and Product 627:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.584532   25.809069   64.316250
31 2025-08-31  44.787294   25.065827   64.044170
32 2025-09-30  44.983515   25.465275   64.376046
33 2025-10-31  45.186277   24.653188   64.705803
34 2025-11-30  45.382499   26.072477   64.541829
14:18:32 - cmdstanpy - INFO - Chain [1] start processing
14:18:33 - cmdstanpy - INFO - Chain [1] done processing
14:18:33 - cmdstanpy - INFO - Chain [1] start processing
14:18:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 628:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.682928   30.593163   66.234386
31 2025-08-31  48.996265   30.327915   65.977383
32 2025-09-30  49.299495   31.050266   66.118682
33 2025-10-31  49.612832   31.771450   67.687288
34 2025-11-30  49.916061   33.236383   67.691917
Forecast for South America and Product 629:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.195893    2.568745   47.597082
31 2025-08-31  25.458558    2.168322   47.433988
32 2025-09-30  24.745007    3.203281   46.705877
33 2025-10-31  24.007672    2.805764   46.157903
34 2025-11-30  23.294121   -0.690807   47.640990
14:18:33 - cmdstanpy - INFO - Chain [1] start processing
14:18:33 - cmdstanpy - INFO - Chain [1] done processing
14:18:33 - cmdstanpy - INFO - Chain [1] start processing
14:18:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 630:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.245258   17.672008   45.145735
31 2025-08-31  30.786785   16.762120   45.118730
32 2025-09-30  30.343103   16.528121   43.999223
33 2025-10-31  29.884631   15.169765   43.286103
34 2025-11-30  29.440948   16.567308   43.202958
Forecast for South America and Product 631:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.894856   26.741126   62.453980
31 2025-08-31  45.212972   27.052690   64.135521
32 2025-09-30  45.520825   26.701771   62.422296
33 2025-10-31  45.838941   29.792467   63.776058
34 2025-11-30  46.146794   27.782029   62.481224
14:18:33 - cmdstanpy - INFO - Chain [1] start processing
14:18:33 - cmdstanpy - INFO - Chain [1] done processing
14:18:33 - cmdstanpy - INFO - Chain [1] start processing
14:18:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 632:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.727400   27.055386   70.195961
31 2025-08-31  50.230189   26.959592   71.925393
32 2025-09-30  50.716758   28.325089   71.989703
33 2025-10-31  51.219547   30.172709   73.388168
34 2025-11-30  51.706117   31.327141   73.684046
Forecast for South America and Product 633:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.235965   23.202803   84.297720
31 2025-08-31  54.892099   23.923150   86.598587
32 2025-09-30  55.527068   24.716566   86.331120
33 2025-10-31  56.183203   25.538786   88.748687
34 2025-11-30  56.818172   28.549580   85.891679
14:18:34 - cmdstanpy - INFO - Chain [1] start processing
14:18:34 - cmdstanpy - INFO - Chain [1] done processing
14:18:34 - cmdstanpy - INFO - Chain [1] start processing
14:18:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 634:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.561898   29.299214   62.890221
31 2025-08-31  45.944132   28.903469   62.907007
32 2025-09-30  46.314036   27.479812   63.049496
33 2025-10-31  46.696270   30.219038   65.383368
34 2025-11-30  47.066174   30.940915   65.018053
Forecast for South America and Product 635:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.299094   11.646731   48.133625
31 2025-08-31  30.054958   12.235972   46.395257
32 2025-09-30  29.818698   12.794520   47.212815
33 2025-10-31  29.574563   12.947417   47.435565
34 2025-11-30  29.338303   11.936593   47.002362
14:18:34 - cmdstanpy - INFO - Chain [1] start processing
14:18:34 - cmdstanpy - INFO - Chain [1] done processing
14:18:34 - cmdstanpy - INFO - Chain [1] start processing
14:18:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 636:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.513152   24.462522   54.770556
31 2025-08-31  39.464461   23.064924   55.420643
32 2025-09-30  39.417340   24.727379   56.172672
33 2025-10-31  39.368649   24.360685   55.796308
34 2025-11-30  39.321528   23.375210   55.573550
Forecast for South America and Product 637:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.845200    9.106427   39.104953
31 2025-08-31  23.279130    9.037665   39.068915
32 2025-09-30  22.731320    8.022055   37.966540
33 2025-10-31  22.165249    7.038592   37.576659
34 2025-11-30  21.617439    6.925693   37.075643
14:18:34 - cmdstanpy - INFO - Chain [1] start processing
14:18:34 - cmdstanpy - INFO - Chain [1] done processing
14:18:34 - cmdstanpy - INFO - Chain [1] start processing
14:18:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 638:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.349901   31.237454   63.119536
31 2025-08-31  47.593473   31.171572   63.121500
32 2025-09-30  47.829189   30.436622   64.252956
33 2025-10-31  48.072761   31.282484   63.924780
34 2025-11-30  48.308477   30.799996   65.020684
Forecast for South America and Product 639:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.460044   24.772667   55.437208
31 2025-08-31  40.429569   25.286092   55.908240
32 2025-09-30  40.400076   24.805781   55.428150
33 2025-10-31  40.369601   24.310655   55.152159
34 2025-11-30  40.340109   24.499725   55.834798
14:18:35 - cmdstanpy - INFO - Chain [1] start processing
14:18:35 - cmdstanpy - INFO - Chain [1] done processing
14:18:35 - cmdstanpy - INFO - Chain [1] start processing
14:18:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 640:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.350418   26.093279   63.173805
31 2025-08-31  44.492849   24.157572   63.403602
32 2025-09-30  44.630685   26.466214   63.954700
33 2025-10-31  44.773116   25.198495   62.700578
34 2025-11-30  44.910952   26.685097   65.757784
Forecast for South America and Product 641:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.027332    4.286947   44.901328
31 2025-08-31  23.355855    4.339458   43.293372
32 2025-09-30  22.706040    3.661112   42.881022
33 2025-10-31  22.034564    2.556100   41.680530
34 2025-11-30  21.384748    3.186004   40.488836
14:18:35 - cmdstanpy - INFO - Chain [1] start processing
14:18:35 - cmdstanpy - INFO - Chain [1] done processing
14:18:35 - cmdstanpy - INFO - Chain [1] start processing
14:18:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 642:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.733916   26.154229   58.201298
31 2025-08-31  43.074104   28.159003   59.078521
32 2025-09-30  43.403319   28.398304   58.844825
33 2025-10-31  43.743507   27.105759   61.094995
34 2025-11-30  44.072721   27.633535   60.339220
Forecast for South America and Product 643:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.213471   27.577912   70.004974
31 2025-08-31  49.504772   28.956987   69.078125
32 2025-09-30  49.786675   28.812724   72.342920
33 2025-10-31  50.077975   29.616542   72.010957
34 2025-11-30  50.359879   30.189073   71.462186
14:18:35 - cmdstanpy - INFO - Chain [1] start processing
14:18:35 - cmdstanpy - INFO - Chain [1] done processing
14:18:36 - cmdstanpy - INFO - Chain [1] start processing
14:18:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 644:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.525136   24.515714   64.290074
31 2025-08-31  44.723414   25.336142   64.312144
32 2025-09-30  44.915297   25.296383   65.716083
33 2025-10-31  45.113575   23.632701   65.689862
34 2025-11-30  45.305458   25.326530   64.041134
Forecast for South America and Product 645:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.914888   23.420608   57.898046
31 2025-08-31  41.055013   23.620526   59.564088
32 2025-09-30  41.190617   22.622473   58.712825
33 2025-10-31  41.330741   24.766668   59.910724
34 2025-11-30  41.466346   24.665855   59.179546
14:18:36 - cmdstanpy - INFO - Chain [1] start processing
14:18:36 - cmdstanpy - INFO - Chain [1] done processing
14:18:36 - cmdstanpy - INFO - Chain [1] start processing
14:18:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 646:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.096799    8.727035   48.474353
31 2025-08-31  27.419733    9.981224   47.356256
32 2025-09-30  26.764507    7.076472   46.616739
33 2025-10-31  26.087441    6.286683   46.731419
34 2025-11-30  25.432216    6.698147   45.928299
Forecast for South America and Product 647:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.700919   10.347570   55.109960
31 2025-08-31  31.183941    8.306081   53.919521
32 2025-09-30  30.683640    8.631133   54.314260
33 2025-10-31  30.166662    7.845571   52.081177
34 2025-11-30  29.666360    6.686321   52.287343
14:18:36 - cmdstanpy - INFO - Chain [1] start processing
14:18:36 - cmdstanpy - INFO - Chain [1] done processing
14:18:36 - cmdstanpy - INFO - Chain [1] start processing
14:18:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 648:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.077736   30.087140   71.512470
31 2025-08-31  50.215255   29.681089   71.702683
32 2025-09-30  50.348339   30.152605   71.760734
33 2025-10-31  50.485858   30.850247   73.664602
34 2025-11-30  50.618941   29.843027   72.426569
Forecast for South America and Product 649:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.925678   27.853799   62.404033
31 2025-08-31  44.944978   27.100480   63.764147
32 2025-09-30  44.963655   27.907635   62.571847
33 2025-10-31  44.982954   27.755909   62.132446
34 2025-11-30  45.001631   27.462378   64.387384
14:18:37 - cmdstanpy - INFO - Chain [1] start processing
14:18:37 - cmdstanpy - INFO - Chain [1] done processing
14:18:37 - cmdstanpy - INFO - Chain [1] start processing
14:18:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 650:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.762787   36.421664   74.177194
31 2025-08-31  55.308686   36.516913   74.239921
32 2025-09-30  55.836976   35.307358   73.511779
33 2025-10-31  56.382875   37.610361   75.284099
34 2025-11-30  56.911164   37.729061   76.909860
Forecast for South America and Product 651:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.134036   29.164993   64.995010
31 2025-08-31  47.791442   30.204498   65.775506
32 2025-09-30  48.427642   31.152464   65.808577
33 2025-10-31  49.085048   30.299702   67.752440
34 2025-11-30  49.721247   32.501655   67.208233
14:18:37 - cmdstanpy - INFO - Chain [1] start processing
14:18:37 - cmdstanpy - INFO - Chain [1] done processing
14:18:37 - cmdstanpy - INFO - Chain [1] start processing
14:18:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 652:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.012870   24.266135   56.003473
31 2025-08-31  40.202967   22.905315   55.218262
32 2025-09-30  40.386931   23.578536   55.522967
33 2025-10-31  40.577028   24.786724   57.075115
34 2025-11-30  40.760992   25.641165   57.671339
Forecast for South America and Product 653:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.385883   21.930874   59.568549
31 2025-08-31  40.203897   20.049371   60.223487
32 2025-09-30  40.027782   19.690858   59.340052
33 2025-10-31  39.845796   19.872231   59.688051
34 2025-11-30  39.669681   19.485693   58.688640
14:18:37 - cmdstanpy - INFO - Chain [1] start processing
14:18:37 - cmdstanpy - INFO - Chain [1] done processing
14:18:37 - cmdstanpy - INFO - Chain [1] start processing
14:18:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 654:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.949601   28.544790   66.165198
31 2025-08-31  47.597222   29.792713   65.557662
32 2025-09-30  48.223951   30.364503   68.909219
33 2025-10-31  48.871572   30.073241   69.152758
34 2025-11-30  49.498302   31.254403   68.193980
Forecast for South America and Product 655:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.204862   37.247225   69.440200
31 2025-08-31  53.792874   38.147900   69.955386
32 2025-09-30  54.361918   38.481771   69.316662
33 2025-10-31  54.949929   38.803178   70.252656
34 2025-11-30  55.518973   39.629529   71.438776
14:18:38 - cmdstanpy - INFO - Chain [1] start processing
14:18:38 - cmdstanpy - INFO - Chain [1] done processing
14:18:38 - cmdstanpy - INFO - Chain [1] start processing
14:18:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 656:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.552999    0.773369   38.107013
31 2025-08-31  18.738745   -0.861781   37.162167
32 2025-09-30  17.950757   -1.969002   35.581492
33 2025-10-31  17.136503   -1.498996   34.653929
34 2025-11-30  16.348515   -3.143851   34.556298
Forecast for South America and Product 657:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.945783   17.572576   54.610273
31 2025-08-31  35.804279   19.179761   55.860978
32 2025-09-30  35.667340   18.101049   52.453006
33 2025-10-31  35.525836   16.982381   53.729355
34 2025-11-30  35.388896   18.160107   52.881088
14:18:38 - cmdstanpy - INFO - Chain [1] start processing
14:18:38 - cmdstanpy - INFO - Chain [1] done processing
14:18:38 - cmdstanpy - INFO - Chain [1] start processing
14:18:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 658:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.057288   11.003852   46.726543
31 2025-08-31  28.731918    9.039716   46.959897
32 2025-09-30  28.417045   10.771193   45.758252
33 2025-10-31  28.091676   11.365241   45.736515
34 2025-11-30  27.776802    8.106341   46.040710
14:18:38 - cmdstanpy - INFO - Chain [1] start processing
14:18:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 659:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.112565   10.364500   56.858894
31 2025-08-31  32.776210   10.521585   55.189875
32 2025-09-30  32.450705   11.214447   55.046213
33 2025-10-31  32.114349   11.466607   54.705224
34 2025-11-30  31.788844   10.353040   54.150962
Forecast for South America and Product 660:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.757503   22.889422   63.295407
31 2025-08-31  43.040418   24.370746   62.887588
32 2025-09-30  43.314208   23.143186   63.262592
33 2025-10-31  43.597123   23.035661   63.151961
34 2025-11-30  43.870912   24.496276   63.485281
14:18:39 - cmdstanpy - INFO - Chain [1] start processing
14:18:39 - cmdstanpy - INFO - Chain [1] done processing
14:18:39 - cmdstanpy - INFO - Chain [1] start processing
14:18:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 661:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.301708   36.667089   67.114275
31 2025-08-31  52.938279   36.408424   69.222017
32 2025-09-30  53.554316   37.449220   70.165609
33 2025-10-31  54.190887   38.755309   71.063687
34 2025-11-30  54.806924   39.242843   71.281577
Forecast for South America and Product 662:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.283537   13.615438   48.917111
31 2025-08-31  30.807226   12.229178   49.483094
32 2025-09-30  30.346280   12.966716   48.237908
33 2025-10-31  29.869970   10.293771   49.212721
34 2025-11-30  29.409024   10.936289   48.575392
14:18:39 - cmdstanpy - INFO - Chain [1] start processing
14:18:39 - cmdstanpy - INFO - Chain [1] done processing
14:18:39 - cmdstanpy - INFO - Chain [1] start processing
14:18:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 663:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.656161   26.022118   64.911640
31 2025-08-31  45.912887   24.369324   66.057568
32 2025-09-30  46.161331   26.408676   66.325113
33 2025-10-31  46.418057   26.565459   66.589302
34 2025-11-30  46.666502   26.244639   66.051121
Forecast for South America and Product 664:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.149849   12.579629   56.640894
31 2025-08-31  34.829250   12.696935   53.718871
32 2025-09-30  34.518993   12.835500   54.936580
33 2025-10-31  34.198394   12.541618   56.016863
34 2025-11-30  33.888137   12.013352   55.671668
14:18:39 - cmdstanpy - INFO - Chain [1] start processing
14:18:39 - cmdstanpy - INFO - Chain [1] done processing
14:18:39 - cmdstanpy - INFO - Chain [1] start processing
14:18:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 665:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.654573   22.816602   59.652468
31 2025-08-31  40.561066   22.971179   58.128587
32 2025-09-30  40.470576   24.249277   58.452650
33 2025-10-31  40.377069   23.480818   58.175802
34 2025-11-30  40.286578   22.925035   57.086123
Forecast for South America and Product 666:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  48.792329   31.404611   66.112324
30 2025-08-31  49.280314   32.111262   66.623464
31 2025-09-30  49.752557   33.433696   67.142332
32 2025-10-31  50.240542   33.534625   67.325522
33 2025-11-30  50.712785   33.802285   68.314274
14:18:40 - cmdstanpy - INFO - Chain [1] start processing
14:18:40 - cmdstanpy - INFO - Chain [1] done processing
14:18:40 - cmdstanpy - INFO - Chain [1] start processing
14:18:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 667:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.085764   25.294649   60.786040
31 2025-08-31  43.226235   25.481552   61.059008
32 2025-09-30  43.362175   26.554952   59.437821
33 2025-10-31  43.502646   27.265693   61.583609
34 2025-11-30  43.638586   26.604029   59.678460
Forecast for South America and Product 668:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.823709   15.994456   56.670053
31 2025-08-31  36.714430   16.622968   57.120242
32 2025-09-30  36.608676   16.549347   55.823707
33 2025-10-31  36.499397   15.103871   57.021905
34 2025-11-30  36.393643   16.603456   57.340647
14:18:40 - cmdstanpy - INFO - Chain [1] start processing
14:18:40 - cmdstanpy - INFO - Chain [1] done processing
14:18:40 - cmdstanpy - INFO - Chain [1] start processing
14:18:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 669:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.054964   37.112446   72.797165
31 2025-08-31  55.943938   38.656770   73.479373
32 2025-09-30  56.804234   40.387119   76.513878
33 2025-10-31  57.693208   40.814650   74.833109
34 2025-11-30  58.553505   39.459996   76.928273
Forecast for South America and Product 670:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.808772   18.561255   56.932485
31 2025-08-31  37.529499   18.515849   57.401861
32 2025-09-30  37.259234   18.265617   55.825593
33 2025-10-31  36.979961   19.215489   58.051481
34 2025-11-30  36.709696   19.590470   54.895923
14:18:40 - cmdstanpy - INFO - Chain [1] start processing
14:18:40 - cmdstanpy - INFO - Chain [1] done processing
14:18:41 - cmdstanpy - INFO - Chain [1] start processing
14:18:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 671:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.411631   10.493541   41.107736
31 2025-08-31  25.716192   10.914857   40.798896
32 2025-09-30  25.043186    9.625893   41.131845
33 2025-10-31  24.347746    8.118269   40.058337
34 2025-11-30  23.674741    7.480462   38.697630
Forecast for South America and Product 672:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.907667   26.668973   56.752266
31 2025-08-31  42.203630   27.814374   56.920294
32 2025-09-30  42.490046   28.214621   56.940101
33 2025-10-31  42.786010   29.137311   56.130472
34 2025-11-30  43.072426   29.743087   56.705644
14:18:41 - cmdstanpy - INFO - Chain [1] start processing
14:18:41 - cmdstanpy - INFO - Chain [1] done processing
14:18:41 - cmdstanpy - INFO - Chain [1] start processing
14:18:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 673:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.339031    4.882775   44.480864
31 2025-08-31  23.663001    5.340120   43.028324
32 2025-09-30  23.008779    2.565421   40.118610
33 2025-10-31  22.332749    1.927935   41.357332
34 2025-11-30  21.678527    2.431496   41.120135
Forecast for South America and Product 674:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.183928    9.208868   48.438077
31 2025-08-31  28.462156    7.443902   47.278399
32 2025-09-30  27.763668    7.705250   47.472342
33 2025-10-31  27.041896    8.044980   45.821085
34 2025-11-30  26.343408    7.500530   44.683462
14:18:41 - cmdstanpy - INFO - Chain [1] start processing
14:18:41 - cmdstanpy - INFO - Chain [1] done processing
14:18:41 - cmdstanpy - INFO - Chain [1] start processing
14:18:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 675:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.597552    9.544720   61.436688
31 2025-08-31  35.263171    8.816674   60.911629
32 2025-09-30  34.939576    7.886334   62.091518
33 2025-10-31  34.605194    7.460530   59.533606
34 2025-11-30  34.281599    9.903157   59.308003
Forecast for South America and Product 676:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.894906   28.167451   79.889559
31 2025-08-31  53.171516   26.623649   80.161034
32 2025-09-30  53.439203   25.943469   80.578861
33 2025-10-31  53.715813   27.263053   78.340471
34 2025-11-30  53.983501   27.291584   81.027123
14:18:41 - cmdstanpy - INFO - Chain [1] start processing
14:18:41 - cmdstanpy - INFO - Chain [1] done processing
14:18:42 - cmdstanpy - INFO - Chain [1] start processing
14:18:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 677:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.130693   27.279681   68.172663
31 2025-08-31  48.013988   27.167594   67.659591
32 2025-09-30  47.901047   28.626315   66.768190
33 2025-10-31  47.784342   29.149070   68.296864
34 2025-11-30  47.671402   28.955371   67.114871
14:18:42 - cmdstanpy - INFO - Chain [1] start processing
14:18:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 678:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.313550   35.875965   69.974111
31 2025-08-31  52.937125   34.603314   71.105966
32 2025-09-30  53.540586   34.867223   71.864183
33 2025-10-31  54.164162   35.898012   72.956337
34 2025-11-30  54.767622   37.052105   74.533992
Forecast for South America and Product 679:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.754950   17.955574   59.534252
31 2025-08-31  38.687739   17.744641   59.665512
32 2025-09-30  38.622696   16.658171   58.924619
33 2025-10-31  38.555485   16.606697   59.828444
34 2025-11-30  38.490443   16.062774   60.096481
14:18:42 - cmdstanpy - INFO - Chain [1] start processing
14:18:42 - cmdstanpy - INFO - Chain [1] done processing
14:18:42 - cmdstanpy - INFO - Chain [1] start processing
14:18:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 680:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.025314   27.698430   55.269690
31 2025-08-31  41.441585   26.906423   54.810193
32 2025-09-30  41.844428   28.080181   55.317655
33 2025-10-31  42.260699   28.325997   55.477238
34 2025-11-30  42.663542   29.111168   55.944814
Forecast for South America and Product 681:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.487831   31.264482   73.002385
31 2025-08-31  53.256233   32.053649   75.651881
32 2025-09-30  53.999848   32.562265   75.351129
33 2025-10-31  54.768249   34.066628   75.138450
34 2025-11-30  55.511864   33.561177   76.643644
14:18:42 - cmdstanpy - INFO - Chain [1] start processing
14:18:42 - cmdstanpy - INFO - Chain [1] done processing
14:18:43 - cmdstanpy - INFO - Chain [1] start processing
14:18:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 682:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.804780   18.275296   48.538083
31 2025-08-31  32.670923   18.074703   48.691508
32 2025-09-30  32.541385   17.179744   48.341586
33 2025-10-31  32.407529   17.235335   47.493684
34 2025-11-30  32.277990   16.069706   47.498319
Forecast for South America and Product 683:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.608040    7.420890   58.138635
31 2025-08-31  32.147938    4.725902   58.131005
32 2025-09-30  31.702679    8.051733   58.354167
33 2025-10-31  31.242577    4.720828   56.915125
34 2025-11-30  30.797317    4.630936   56.803965
14:18:43 - cmdstanpy - INFO - Chain [1] start processing
14:18:43 - cmdstanpy - INFO - Chain [1] done processing
14:18:43 - cmdstanpy - INFO - Chain [1] start processing
14:18:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 684:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.832206   16.149141   54.796122
31 2025-08-31  34.824884   15.090264   54.750565
32 2025-09-30  34.817798   16.829322   54.598839
33 2025-10-31  34.810476   14.677635   54.079055
34 2025-11-30  34.803391   14.323018   55.175466
14:18:43 - cmdstanpy - INFO - Chain [1] start processing
14:18:43 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 685:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.852607   23.448009   57.727851
31 2025-08-31  40.807550   22.243841   58.369013
32 2025-09-30  40.763945   23.853064   56.801096
33 2025-10-31  40.718888   23.068658   57.366014
34 2025-11-30  40.675284   24.968377   58.569337
Forecast for South America and Product 686:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.027508   21.730190   55.155158
31 2025-08-31  37.878167   20.058356   53.610299
32 2025-09-30  37.733643   20.800262   54.760825
33 2025-10-31  37.584302   21.895896   54.289825
34 2025-11-30  37.439779   21.686471   53.906422
14:18:43 - cmdstanpy - INFO - Chain [1] start processing
14:18:43 - cmdstanpy - INFO - Chain [1] done processing
14:18:44 - cmdstanpy - INFO - Chain [1] start processing
14:18:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 687:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.221060   29.891737   65.029469
31 2025-08-31  47.548539   28.284530   65.738544
32 2025-09-30  47.865453   29.362511   66.009301
33 2025-10-31  48.192932   30.417142   66.501479
34 2025-11-30  48.509847   29.786879   68.792847
Forecast for South America and Product 688:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.675532   25.281853   68.322960
31 2025-08-31  45.794767   25.379049   67.092078
32 2025-09-30  45.910155   24.802864   66.286215
33 2025-10-31  46.029389   23.407314   65.999516
34 2025-11-30  46.144777   24.106155   67.973285
14:18:44 - cmdstanpy - INFO - Chain [1] start processing
14:18:44 - cmdstanpy - INFO - Chain [1] done processing
14:18:44 - cmdstanpy - INFO - Chain [1] start processing
14:18:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 689:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.738086   23.742331   69.521491
31 2025-08-31  45.768447   22.517968   67.926974
32 2025-09-30  45.797829   21.236906   69.420091
33 2025-10-31  45.828191   23.526870   67.766507
34 2025-11-30  45.857573   24.708160   68.666492
Forecast for South America and Product 690:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.480559   13.489238   56.571588
31 2025-08-31  35.378152   12.080377   58.126043
32 2025-09-30  35.279048   15.475968   56.629466
33 2025-10-31  35.176641   12.804384   58.941291
34 2025-11-30  35.077537   12.692249   55.840886
14:18:44 - cmdstanpy - INFO - Chain [1] start processing
14:18:44 - cmdstanpy - INFO - Chain [1] done processing
14:18:44 - cmdstanpy - INFO - Chain [1] start processing
14:18:44 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 691:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.578066   18.580501   54.295628
31 2025-08-31  36.300331   17.492093   54.566808
32 2025-09-30  36.031556   18.648383   53.247426
33 2025-10-31  35.753822   17.858766   53.101169
34 2025-11-30  35.485047   18.094216   52.838350
Forecast for South America and Product 692:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.657395   20.809808   58.763371
31 2025-08-31  39.670209   21.683272   58.801098
32 2025-09-30  39.682611   20.591207   58.647054
33 2025-10-31  39.695426   20.418742   59.015578
34 2025-11-30  39.707827   19.568936   60.590219
14:18:44 - cmdstanpy - INFO - Chain [1] start processing
14:18:45 - cmdstanpy - INFO - Chain [1] done processing
14:18:45 - cmdstanpy - INFO - Chain [1] start processing
14:18:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 693:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.477285   11.723039   54.116146
31 2025-08-31  32.088232   11.473020   52.693109
32 2025-09-30  31.711730    9.991760   53.891586
33 2025-10-31  31.322678   10.239774   53.306786
34 2025-11-30  30.946176    9.485778   50.478700
Forecast for South America and Product 694:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.091521   32.870393   69.306276
31 2025-08-31  51.560190   32.672502   69.924419
32 2025-09-30  52.013741   32.822938   71.312869
33 2025-10-31  52.482410   32.384830   71.015299
34 2025-11-30  52.935961   34.366930   70.806431
14:18:45 - cmdstanpy - INFO - Chain [1] start processing
14:18:45 - cmdstanpy - INFO - Chain [1] done processing
14:18:45 - cmdstanpy - INFO - Chain [1] start processing
14:18:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 695:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.885918   17.288445   63.764581
31 2025-08-31  40.942894   17.847159   64.717456
32 2025-09-30  40.998033   18.988758   63.436962
33 2025-10-31  41.055010   18.054802   63.569893
34 2025-11-30  41.110149   19.313629   64.981869
Forecast for South America and Product 696:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.927058   16.965999   67.140132
31 2025-08-31  41.830939   17.284122   67.685622
32 2025-09-30  41.737920   16.135438   66.617418
33 2025-10-31  41.641801   16.880963   65.104370
34 2025-11-30  41.548783   16.004596   66.503522
14:18:45 - cmdstanpy - INFO - Chain [1] start processing
14:18:45 - cmdstanpy - INFO - Chain [1] done processing
14:18:45 - cmdstanpy - INFO - Chain [1] start processing
14:18:45 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 697:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.557957   30.232542   69.754730
31 2025-08-31  50.038957   29.017514   69.387905
32 2025-09-30  50.504440   29.230087   69.999244
33 2025-10-31  50.985439   30.194491   71.234305
34 2025-11-30  51.450922   30.454814   71.840563
Forecast for South America and Product 698:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.478766    8.894282   49.347192
31 2025-08-31  28.936011    9.457596   49.531341
32 2025-09-30  28.410763    9.112091   48.534295
33 2025-10-31  27.868008    9.783507   47.914426
34 2025-11-30  27.342761    7.642143   49.399620
14:18:46 - cmdstanpy - INFO - Chain [1] start processing
14:18:46 - cmdstanpy - INFO - Chain [1] done processing
14:18:46 - cmdstanpy - INFO - Chain [1] start processing
14:18:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 699:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.063847   13.110977   56.178515
31 2025-08-31  34.486163   13.360660   56.008285
32 2025-09-30  33.927114   11.028811   54.262777
33 2025-10-31  33.349430   12.984177   55.478842
34 2025-11-30  32.790381   10.279575   54.358055
Forecast for South America and Product 700:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.221880   11.468350   49.672917
31 2025-08-31  30.912033   12.508339   50.416662
32 2025-09-30  30.612181   11.853890   48.824091
33 2025-10-31  30.302335   11.539224   47.333949
34 2025-11-30  30.002483   12.003304   48.659821
14:18:46 - cmdstanpy - INFO - Chain [1] start processing
14:18:46 - cmdstanpy - INFO - Chain [1] done processing
14:18:46 - cmdstanpy - INFO - Chain [1] start processing
14:18:46 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 701:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.894268    4.027746   47.666446
31 2025-08-31  24.160123    3.670411   46.341869
32 2025-09-30  23.449659    4.029832   44.391664
33 2025-10-31  22.715514   -0.158188   43.467345
34 2025-11-30  22.005051   -1.081864   41.364121
Forecast for South America and Product 702:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.037516   13.277418   51.434379
31 2025-08-31  31.548737   12.938048   51.200508
32 2025-09-30  31.075725   13.360884   49.457837
33 2025-10-31  30.586947   10.400398   51.121839
34 2025-11-30  30.113935   10.760528   50.744349
14:18:46 - cmdstanpy - INFO - Chain [1] start processing
14:18:46 - cmdstanpy - INFO - Chain [1] done processing
14:18:47 - cmdstanpy - INFO - Chain [1] start processing
14:18:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 703:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.062443   12.046948   52.814286
31 2025-08-31  32.719665   13.373365   53.478614
32 2025-09-30  32.387944   10.133011   52.743088
33 2025-10-31  32.045166   11.609060   53.216111
34 2025-11-30  31.713445   10.984562   51.942502
14:18:47 - cmdstanpy - INFO - Chain [1] start processing
14:18:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 704:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.176839   24.765394   63.238353
31 2025-08-31  44.506390   24.281957   64.927839
32 2025-09-30  44.825311   24.227008   65.424468
33 2025-10-31  45.154862   25.573773   66.088019
34 2025-11-30  45.473782   25.390345   65.292257
Forecast for South America and Product 705:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.786997   19.982558   60.310261
31 2025-08-31  41.063772   19.687739   64.626034
32 2025-09-30  41.331619   18.755362   63.810757
33 2025-10-31  41.608394   18.880789   64.409906
34 2025-11-30  41.876240   20.702834   63.426540
14:18:47 - cmdstanpy - INFO - Chain [1] start processing
14:18:47 - cmdstanpy - INFO - Chain [1] done processing
14:18:47 - cmdstanpy - INFO - Chain [1] start processing
14:18:47 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 706:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.212914   17.770973   49.015757
31 2025-08-31  34.138923   18.322045   49.397254
32 2025-09-30  34.067318   16.287293   51.424545
33 2025-10-31  33.993327   19.406419   49.718561
34 2025-11-30  33.921722   16.290554   50.070311
Forecast for South America and Product 707:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.012065   16.731051   50.252157
31 2025-08-31  32.826460   15.965264   52.407593
32 2025-09-30  32.646842   14.435417   50.696943
33 2025-10-31  32.461236   13.521472   49.022039
34 2025-11-30  32.281619   14.195460   50.998361
14:18:47 - cmdstanpy - INFO - Chain [1] start processing
14:18:47 - cmdstanpy - INFO - Chain [1] done processing
14:18:48 - cmdstanpy - INFO - Chain [1] start processing
14:18:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 708:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.398699   22.230957   67.009230
31 2025-08-31  43.428684   20.825124   66.884168
32 2025-09-30  43.457701   22.958363   68.243579
33 2025-10-31  43.487685   20.787657   67.346309
34 2025-11-30  43.516702   19.923672   66.872100
Forecast for South America and Product 709:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.007687   19.391510   62.112134
31 2025-08-31  40.803484   19.650874   61.790624
32 2025-09-30  40.605869   18.536407   60.511484
33 2025-10-31  40.401666   20.664537   61.097838
34 2025-11-30  40.204050   19.202965   60.354134
14:18:48 - cmdstanpy - INFO - Chain [1] start processing
14:18:48 - cmdstanpy - INFO - Chain [1] done processing
14:18:48 - cmdstanpy - INFO - Chain [1] start processing
14:18:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 710:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.966314   22.180088   58.602798
31 2025-08-31  41.043863   22.741014   60.423107
32 2025-09-30  41.118912   22.688098   60.461780
33 2025-10-31  41.196461   22.999031   59.009060
34 2025-11-30  41.271510   22.117557   60.578459
Forecast for South America and Product 711:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.035008   14.441216   48.850806
31 2025-08-31  30.337974   14.420436   47.731294
32 2025-09-30  29.663425   13.866088   46.701329
33 2025-10-31  28.966391   11.418930   46.831071
34 2025-11-30  28.291843   11.604794   45.073297
14:18:48 - cmdstanpy - INFO - Chain [1] start processing
14:18:48 - cmdstanpy - INFO - Chain [1] done processing
14:18:48 - cmdstanpy - INFO - Chain [1] start processing
14:18:48 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 712:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.408465   22.064136   65.971002
31 2025-08-31  43.402607   20.752065   65.290112
32 2025-09-30  43.396937   20.551500   67.217554
33 2025-10-31  43.391078   21.489804   65.384916
34 2025-11-30  43.385409   20.230520   65.750397
Forecast for South America and Product 713:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.862157    7.919773   55.826905
31 2025-08-31  31.258214   10.144311   55.324448
32 2025-09-30  30.673754    8.603899   52.874763
33 2025-10-31  30.069812    7.895784   53.692604
34 2025-11-30  29.485351    5.402600   52.449227
14:18:48 - cmdstanpy - INFO - Chain [1] start processing
14:18:48 - cmdstanpy - INFO - Chain [1] done processing
14:18:49 - cmdstanpy - INFO - Chain [1] start processing
14:18:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 714:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.562824   33.233815   73.168771
31 2025-08-31  54.395740   34.394556   74.966639
32 2025-09-30  55.201788   33.581137   74.086061
33 2025-10-31  56.034704   35.193974   75.587992
34 2025-11-30  56.840752   38.493228   77.055786
Forecast for South America and Product 715:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.448477   20.653212   61.319199
31 2025-08-31  40.644422   18.897874   61.385898
32 2025-09-30  40.834047   19.760213   62.492927
33 2025-10-31  41.029993   20.740368   62.071935
34 2025-11-30  41.219618   20.364891   63.011665
14:18:49 - cmdstanpy - INFO - Chain [1] start processing
14:18:49 - cmdstanpy - INFO - Chain [1] done processing
14:18:49 - cmdstanpy - INFO - Chain [1] start processing
14:18:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 716:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.043472   15.211550   43.264557
31 2025-08-31  28.314181   13.780557   42.996647
32 2025-09-30  27.608414   13.896748   42.292877
33 2025-10-31  26.879122   11.802267   40.739387
34 2025-11-30  26.173356   11.738474   39.663589
Forecast for South America and Product 717:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.593424   14.269945   51.460538
31 2025-08-31  33.247895   13.444757   52.428060
32 2025-09-30  32.913511   15.063909   50.863405
33 2025-10-31  32.567982   13.765827   51.081239
34 2025-11-30  32.233598   14.947603   51.454937
14:18:49 - cmdstanpy - INFO - Chain [1] start processing
14:18:49 - cmdstanpy - INFO - Chain [1] done processing
14:18:49 - cmdstanpy - INFO - Chain [1] start processing
14:18:49 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 718:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.985566   30.328613   51.366261
31 2025-08-31  41.132251   30.903846   51.178395
32 2025-09-30  41.274203   31.600439   52.685878
33 2025-10-31  41.420887   31.584921   52.666346
34 2025-11-30  41.562840   31.018957   51.630885
Forecast for South America and Product 719:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.549711   12.158716   60.740089
31 2025-08-31  35.376087   11.688195   60.068711
32 2025-09-30  35.208064    8.506619   59.381874
33 2025-10-31  35.034439    8.556614   58.659813
34 2025-11-30  34.866416   10.047602   58.688548
14:18:49 - cmdstanpy - INFO - Chain [1] start processing
14:18:49 - cmdstanpy - INFO - Chain [1] done processing
14:18:50 - cmdstanpy - INFO - Chain [1] start processing
14:18:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 720:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.561980   11.879960   53.998032
31 2025-08-31  32.166936   10.929253   52.864257
32 2025-09-30  31.784636   12.247953   52.421535
33 2025-10-31  31.389592   10.001706   53.396752
34 2025-11-30  31.007292   10.125725   52.023442
Forecast for South America and Product 721:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.593548   15.565114   61.830142
31 2025-08-31  37.490330   14.292646   61.060666
32 2025-09-30  37.390441   15.274032   58.673374
33 2025-10-31  37.287222   14.690951   60.646141
34 2025-11-30  37.187333   15.388821   58.476100
14:18:50 - cmdstanpy - INFO - Chain [1] start processing
14:18:50 - cmdstanpy - INFO - Chain [1] done processing
14:18:50 - cmdstanpy - INFO - Chain [1] start processing
14:18:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 722:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.232223   26.283762   61.401635
31 2025-08-31  43.406074   25.432954   60.070778
32 2025-09-30  43.574318   26.467737   62.463280
33 2025-10-31  43.748169   25.547225   60.653014
34 2025-11-30  43.916412   26.094178   61.734086
Forecast for South America and Product 723:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.940145   13.152613   56.888362
31 2025-08-31  33.362109    9.493294   53.259303
32 2025-09-30  32.802719   11.359352   56.522798
33 2025-10-31  32.224684    9.680223   54.824165
34 2025-11-30  31.665294    9.503580   55.201117
14:18:50 - cmdstanpy - INFO - Chain [1] start processing
14:18:50 - cmdstanpy - INFO - Chain [1] done processing
14:18:50 - cmdstanpy - INFO - Chain [1] start processing
14:18:50 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 724:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.509539   16.788795   52.756361
31 2025-08-31  34.473988   16.482886   52.663007
32 2025-09-30  34.439583   16.748015   52.065819
33 2025-10-31  34.404032   15.355868   51.860159
34 2025-11-30  34.369628   16.963117   52.631731
14:18:51 - cmdstanpy - INFO - Chain [1] start processing
14:18:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 725:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.265576   17.036365   53.581227
31 2025-08-31  36.178677   17.963385   54.994619
32 2025-09-30  36.094581   17.444834   53.789496
33 2025-10-31  36.007682   15.952019   53.377374
34 2025-11-30  35.923586   17.306046   53.183554
Forecast for South America and Product 726:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.847649   17.033899   64.484308
31 2025-08-31  40.816451   17.950921   64.503554
32 2025-09-30  40.786260   18.112323   65.933908
33 2025-10-31  40.755062   15.549400   63.745673
34 2025-11-30  40.724870   16.702496   67.142488
14:18:51 - cmdstanpy - INFO - Chain [1] start processing
14:18:51 - cmdstanpy - INFO - Chain [1] done processing
14:18:51 - cmdstanpy - INFO - Chain [1] start processing
14:18:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 727:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.251004   23.386237   67.852772
31 2025-08-31  45.633633   24.030451   67.321485
32 2025-09-30  46.003920   24.202939   67.230579
33 2025-10-31  46.386549   24.256041   70.339263
34 2025-11-30  46.756836   24.524127   67.810244
Forecast for South America and Product 728:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.998673   30.522905   73.957244
31 2025-08-31  52.626999   30.344570   73.061898
32 2025-09-30  53.235056   30.202736   74.356938
33 2025-10-31  53.863382   32.772377   75.581423
34 2025-11-30  54.471440   33.409101   77.405651
14:18:51 - cmdstanpy - INFO - Chain [1] start processing
14:18:51 - cmdstanpy - INFO - Chain [1] done processing
14:18:51 - cmdstanpy - INFO - Chain [1] start processing
14:18:51 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 729:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.756533   29.900173   64.492769
31 2025-08-31  48.277281   31.712758   66.012094
32 2025-09-30  48.781231   30.518833   66.044646
33 2025-10-31  49.301979   32.179068   66.482721
34 2025-11-30  49.805929   32.784841   67.143132
Forecast for South America and Product 730:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.569453   33.993913   77.876182
31 2025-08-31  57.073905   35.903603   80.137801
32 2025-09-30  57.562084   37.545831   78.380886
33 2025-10-31  58.066536   35.935880   79.672430
34 2025-11-30  58.554715   35.936324   80.403265
14:18:51 - cmdstanpy - INFO - Chain [1] start processing
14:18:51 - cmdstanpy - INFO - Chain [1] done processing
14:18:52 - cmdstanpy - INFO - Chain [1] start processing
14:18:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 731:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.088041   26.736059   55.922110
31 2025-08-31  42.566590   27.619907   56.823923
32 2025-09-30  43.029702   28.059341   58.626033
33 2025-10-31  43.508252   28.874907   57.737611
34 2025-11-30  43.971364   28.999964   59.388711
Forecast for South America and Product 732:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.200974   24.354783   59.592069
31 2025-08-31  43.368557   25.607505   61.023038
32 2025-09-30  43.530735   25.055851   62.182041
33 2025-10-31  43.698318   25.949508   62.772795
34 2025-11-30  43.860495   26.396124   61.624499
14:18:52 - cmdstanpy - INFO - Chain [1] start processing
14:18:52 - cmdstanpy - INFO - Chain [1] done processing
14:18:52 - cmdstanpy - INFO - Chain [1] start processing
14:18:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 733:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.611078   13.080101   54.441155
31 2025-08-31  34.257204   14.979676   54.554339
32 2025-09-30  33.914746   13.538948   54.075854
33 2025-10-31  33.560872   12.939945   53.295469
34 2025-11-30  33.218413   13.848152   53.293599
Forecast for South America and Product 734:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.129069   21.282502   62.815790
31 2025-08-31  44.662986   25.031931   65.921210
32 2025-09-30  45.179680   24.483239   66.634610
33 2025-10-31  45.713598   25.191521   65.905018
34 2025-11-30  46.230292   26.289755   67.936523
14:18:52 - cmdstanpy - INFO - Chain [1] start processing
14:18:52 - cmdstanpy - INFO - Chain [1] done processing
14:18:52 - cmdstanpy - INFO - Chain [1] start processing
14:18:52 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 735:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.301650    8.284413   55.080045
31 2025-08-31  31.895473    8.651802   56.398139
32 2025-09-30  31.502399    6.885378   54.905564
33 2025-10-31  31.096222    9.291609   53.961453
34 2025-11-30  30.703147    7.616907   51.502845
Forecast for South America and Product 736:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.964734   17.520442   58.766310
31 2025-08-31  38.974668   17.334157   60.266373
32 2025-09-30  38.984281   16.516777   61.545423
33 2025-10-31  38.994215   16.550137   60.550197
34 2025-11-30  39.003829   17.716941   59.614118
14:18:53 - cmdstanpy - INFO - Chain [1] start processing
14:18:53 - cmdstanpy - INFO - Chain [1] done processing
14:18:53 - cmdstanpy - INFO - Chain [1] start processing
14:18:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 737:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.501628    2.033577   36.760624
31 2025-08-31  18.407853    1.921500   34.956016
32 2025-09-30  17.349361    0.210885   34.720260
33 2025-10-31  16.255587   -0.471813   32.035194
34 2025-11-30  15.197095   -0.921904   32.317302
Forecast for South America and Product 738:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.527725   34.718983   80.727263
31 2025-08-31  59.505828   36.884741   81.600108
32 2025-09-30  60.452380   36.345497   83.169948
33 2025-10-31  61.430483   38.260969   85.957739
34 2025-11-30  62.377034   39.059934   86.878697
14:18:53 - cmdstanpy - INFO - Chain [1] start processing
14:18:53 - cmdstanpy - INFO - Chain [1] done processing
14:18:53 - cmdstanpy - INFO - Chain [1] start processing
14:18:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 739:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.729095   24.085935   60.197796
31 2025-08-31  42.007732   23.523937   59.949899
32 2025-09-30  42.277380   24.598701   60.140863
33 2025-10-31  42.556017   23.765734   60.674588
34 2025-11-30  42.825666   25.150554   61.707608
Forecast for South America and Product 740:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.654232   14.784538   57.263084
31 2025-08-31  35.165081   14.181328   55.629679
32 2025-09-30  34.691710   14.037060   55.976784
33 2025-10-31  34.202559   14.063823   55.677102
34 2025-11-30  33.729188   13.067977   54.160721
14:18:53 - cmdstanpy - INFO - Chain [1] start processing
14:18:53 - cmdstanpy - INFO - Chain [1] done processing
14:18:53 - cmdstanpy - INFO - Chain [1] start processing
14:18:53 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 741:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.501014   -0.172543   46.986601
31 2025-08-31  22.546631   -1.970140   45.212237
32 2025-09-30  21.623035   -3.657163   47.238277
33 2025-10-31  20.668653   -5.260520   45.022010
34 2025-11-30  19.745057   -3.140705   43.360228
Forecast for South America and Product 742:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.236180   15.260763   46.183620
31 2025-08-31  30.927413   15.491532   46.085249
32 2025-09-30  30.628607   14.998600   45.108085
33 2025-10-31  30.319840   15.063538   45.050624
34 2025-11-30  30.021033   15.437938   45.561148
14:18:54 - cmdstanpy - INFO - Chain [1] start processing
14:18:54 - cmdstanpy - INFO - Chain [1] done processing
14:18:54 - cmdstanpy - INFO - Chain [1] start processing
14:18:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 743:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.684745   28.669948   59.340926
31 2025-08-31  43.968626   28.051468   59.241106
32 2025-09-30  44.243349   28.636691   60.660813
33 2025-10-31  44.527230   28.556479   60.447884
34 2025-11-30  44.801954   27.745424   60.566757
Forecast for South America and Product 744:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.912638   13.244782   59.043805
31 2025-08-31  35.611519   10.926146   57.885591
32 2025-09-30  35.320114   11.779161   57.643636
33 2025-10-31  35.018995   13.522885   58.536527
34 2025-11-30  34.727590   13.380657   59.215625
14:18:54 - cmdstanpy - INFO - Chain [1] start processing
14:18:54 - cmdstanpy - INFO - Chain [1] done processing
14:18:54 - cmdstanpy - INFO - Chain [1] start processing
14:18:54 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 745:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.156736   29.983612   64.695038
31 2025-08-31  47.438338   30.074934   64.181534
32 2025-09-30  47.710855   29.454257   63.745505
33 2025-10-31  47.992456   31.257247   66.105184
34 2025-11-30  48.264974   31.510023   66.205155
Forecast for South America and Product 746:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.746379   13.490903   44.202192
31 2025-08-31  28.255148   12.220818   43.136969
32 2025-09-30  27.779762   12.321860   42.936916
33 2025-10-31  27.288531   12.407756   43.425736
34 2025-11-30  26.813146   11.635581   41.984598
14:18:54 - cmdstanpy - INFO - Chain [1] start processing
14:18:54 - cmdstanpy - INFO - Chain [1] done processing
14:18:54 - cmdstanpy - INFO - Chain [1] start processing
14:18:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 747:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.816554   29.821272   78.472890
31 2025-08-31  54.357483   27.408966   79.922730
32 2025-09-30  54.880962   30.165724   80.412914
33 2025-10-31  55.421891   30.505031   80.005622
34 2025-11-30  55.945371   31.296949   80.315364
Forecast for South America and Product 748:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.504764   13.769696   67.706032
31 2025-08-31  39.511677   12.023350   65.303268
32 2025-09-30  39.518367   15.291090   63.339699
33 2025-10-31  39.525280   12.590221   64.967585
34 2025-11-30  39.531969   12.265303   65.859044
14:18:55 - cmdstanpy - INFO - Chain [1] start processing
14:18:55 - cmdstanpy - INFO - Chain [1] done processing
14:18:55 - cmdstanpy - INFO - Chain [1] start processing
14:18:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 749:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.090418   16.384438   50.440983
31 2025-08-31  33.822888   17.276725   51.162592
32 2025-09-30  33.563988   16.583599   49.703919
33 2025-10-31  33.296459   16.524349   50.473345
34 2025-11-30  33.037559   15.295805   50.004896
Forecast for South America and Product 750:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.705020   19.661141   49.560228
31 2025-08-31  34.492839   19.673761   50.677192
32 2025-09-30  34.287503   19.721608   49.799930
33 2025-10-31  34.075322   19.965579   48.833681
34 2025-11-30  33.869985   18.765903   49.994365
14:18:55 - cmdstanpy - INFO - Chain [1] start processing
14:18:55 - cmdstanpy - INFO - Chain [1] done processing
14:18:55 - cmdstanpy - INFO - Chain [1] start processing
14:18:55 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 751:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.387505   17.554067   53.965913
31 2025-08-31  34.478188   15.137089   53.959669
32 2025-09-30  34.565946   16.194868   53.225188
33 2025-10-31  34.656629   17.369210   53.780484
34 2025-11-30  34.744386   15.594821   52.945295
Forecast for South America and Product 752:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.842196   10.132561   42.459057
31 2025-08-31  26.318331    9.884082   41.758242
32 2025-09-30  25.811365    9.344032   41.486647
33 2025-10-31  25.287500    9.140965   40.433120
34 2025-11-30  24.780533    8.293096   41.092835
14:18:55 - cmdstanpy - INFO - Chain [1] start processing
14:18:55 - cmdstanpy - INFO - Chain [1] done processing
14:18:56 - cmdstanpy - INFO - Chain [1] start processing
14:18:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 753:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.995671   27.331494   74.621844
31 2025-08-31  50.521778   26.964207   72.983100
32 2025-09-30  51.030914   25.495414   75.951712
33 2025-10-31  51.557020   27.788490   74.064866
34 2025-11-30  52.066156   29.756391   76.183399
Forecast for South America and Product 754:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.296335   17.145737   54.995626
31 2025-08-31  35.906267   16.907128   53.582370
32 2025-09-30  35.528782   16.291995   54.226654
33 2025-10-31  35.138715   15.090705   54.072710
34 2025-11-30  34.761230   15.280851   54.090357
14:18:56 - cmdstanpy - INFO - Chain [1] start processing
14:18:56 - cmdstanpy - INFO - Chain [1] done processing
14:18:56 - cmdstanpy - INFO - Chain [1] start processing
14:18:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 755:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.253093   20.441348   61.325387
31 2025-08-31  40.648871   19.099881   60.188887
32 2025-09-30  41.031882   20.477777   62.303061
33 2025-10-31  41.427659   21.833626   61.646344
34 2025-11-30  41.810670   21.240590   62.494704
Forecast for South America and Product 756:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  59.587138   42.556768   77.944440
31 2025-08-31  60.431947   43.999416   76.865556
32 2025-09-30  61.249504   44.741192   78.992398
33 2025-10-31  62.094313   44.131355   80.610617
34 2025-11-30  62.911871   45.551594   79.522436
14:18:56 - cmdstanpy - INFO - Chain [1] start processing
14:18:56 - cmdstanpy - INFO - Chain [1] done processing
14:18:56 - cmdstanpy - INFO - Chain [1] start processing
14:18:56 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 757:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.079252   19.305781   66.227038
31 2025-08-31  43.104309   19.761004   65.627910
32 2025-09-30  43.128559   21.187514   66.606936
33 2025-10-31  43.153617   21.791172   66.082661
34 2025-11-30  43.177866   20.544534   66.074179
Forecast for South America and Product 758:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.414030   23.336263   67.318122
31 2025-08-31  45.485285   22.576053   65.690338
32 2025-09-30  45.554241   24.247324   66.226080
33 2025-10-31  45.625496   25.609237   67.086807
34 2025-11-30  45.694452   24.805535   67.552907
14:18:56 - cmdstanpy - INFO - Chain [1] start processing
14:18:57 - cmdstanpy - INFO - Chain [1] done processing
14:18:57 - cmdstanpy - INFO - Chain [1] start processing
14:18:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 759:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.659919   18.371217   48.517827
31 2025-08-31  33.488299   18.603796   49.811500
32 2025-09-30  33.322215   18.299822   48.976896
33 2025-10-31  33.150595   17.383823   49.696150
34 2025-11-30  32.984511   17.108869   49.691290
Forecast for South America and Product 760:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.111997   23.289475   72.924529
31 2025-08-31  47.355582   21.290121   71.002854
32 2025-09-30  47.591309   22.439553   70.456258
33 2025-10-31  47.834894   25.182984   72.816417
34 2025-11-30  48.070621   23.456201   73.176592
14:18:57 - cmdstanpy - INFO - Chain [1] start processing
14:18:57 - cmdstanpy - INFO - Chain [1] done processing
14:18:57 - cmdstanpy - INFO - Chain [1] start processing
14:18:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 761:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.485298   14.241232   51.751736
31 2025-08-31  33.162057   15.512888   51.571253
32 2025-09-30  32.849244   14.023105   50.540140
33 2025-10-31  32.526003   13.022597   50.819025
34 2025-11-30  32.213189   12.490836   51.184759
Forecast for South America and Product 762:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.869797   31.814920   72.492565
31 2025-08-31  52.736798   33.457875   72.861912
32 2025-09-30  53.575832   32.332737   74.265785
33 2025-10-31  54.442834   34.590654   73.815925
34 2025-11-30  55.281868   35.572333   77.380735
14:18:57 - cmdstanpy - INFO - Chain [1] start processing
14:18:57 - cmdstanpy - INFO - Chain [1] done processing
14:18:57 - cmdstanpy - INFO - Chain [1] start processing
14:18:57 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 763:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.537792   13.726436   54.469338
31 2025-08-31  34.465541   13.322620   54.637398
32 2025-09-30  34.395621   13.791434   55.623389
33 2025-10-31  34.323371   13.878070   55.803791
34 2025-11-30  34.253451   13.760417   55.513237
Forecast for South America and Product 764:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.897930    8.711906   53.044308
31 2025-08-31  30.208937    7.348859   53.755299
32 2025-09-30  29.542170    7.391463   51.573965
33 2025-10-31  28.853176    5.665028   49.662489
34 2025-11-30  28.186409    6.847491   50.617285
14:18:58 - cmdstanpy - INFO - Chain [1] start processing
14:18:58 - cmdstanpy - INFO - Chain [1] done processing
14:18:58 - cmdstanpy - INFO - Chain [1] start processing
14:18:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 765:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.249094   25.705597   46.653206
31 2025-08-31  36.278834   26.204693   46.406075
32 2025-09-30  36.307615   26.075873   47.211653
33 2025-10-31  36.337355   26.125314   46.995552
34 2025-11-30  36.366136   25.997776   46.670966
Forecast for South America and Product 766:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.451131   24.533183   58.525816
31 2025-08-31  41.554127   25.908476   57.517998
32 2025-09-30  41.653801   26.131375   57.733900
33 2025-10-31  41.756798   24.627189   57.894054
34 2025-11-30  41.856472   24.601758   58.242049
14:18:58 - cmdstanpy - INFO - Chain [1] start processing
14:18:58 - cmdstanpy - INFO - Chain [1] done processing
14:18:58 - cmdstanpy - INFO - Chain [1] start processing
14:18:58 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 767:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.055977   16.381188   65.980330
31 2025-08-31  41.739953   17.245457   65.432972
32 2025-09-30  41.434123   17.487966   67.516417
33 2025-10-31  41.118099   16.022707   64.714570
34 2025-11-30  40.812269   17.950932   67.423815
Forecast for South America and Product 768:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.192087   24.454012   61.204225
31 2025-08-31  44.632398   27.194672   63.122552
32 2025-09-30  45.058505   25.747129   64.201956
33 2025-10-31  45.498816   26.061561   64.449606
34 2025-11-30  45.924924   27.003075   64.002014
14:18:58 - cmdstanpy - INFO - Chain [1] start processing
14:18:58 - cmdstanpy - INFO - Chain [1] done processing
14:18:58 - cmdstanpy - INFO - Chain [1] start processing
14:18:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 769:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.017899    2.003335   40.539650
31 2025-08-31  20.097747    1.634801   38.992623
32 2025-09-30  19.207276    0.275832   37.912354
33 2025-10-31  18.287124   -1.515088   37.361097
34 2025-11-30  17.396654   -1.351318   38.094462
Forecast for South America and Product 770:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.296379   30.013932   76.830665
31 2025-08-31  53.676785   31.830099   76.555421
32 2025-09-30  54.044919   33.227242   77.755220
33 2025-10-31  54.425325   31.866351   77.826125
34 2025-11-30  54.793460   31.934291   77.465459
14:18:59 - cmdstanpy - INFO - Chain [1] start processing
14:18:59 - cmdstanpy - INFO - Chain [1] done processing
14:18:59 - cmdstanpy - INFO - Chain [1] start processing
14:18:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 771:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.998620    6.957755   38.610428
31 2025-08-31  22.269721    6.686004   37.879351
32 2025-09-30  21.564334    7.197514   36.741848
33 2025-10-31  20.835434    4.983872   36.821330
34 2025-11-30  20.130047    4.397718   35.410272
Forecast for South America and Product 772:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.571894   15.799867   54.496883
31 2025-08-31  35.264906   15.169517   54.500988
32 2025-09-30  34.967820   15.674975   54.728581
33 2025-10-31  34.660832   15.740383   54.053983
34 2025-11-30  34.363746   14.020589   53.618639
14:18:59 - cmdstanpy - INFO - Chain [1] start processing
14:18:59 - cmdstanpy - INFO - Chain [1] done processing
14:18:59 - cmdstanpy - INFO - Chain [1] start processing
14:18:59 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 773:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.055459   22.782692   60.972563
31 2025-08-31  41.086873   21.058843   59.986608
32 2025-09-30  41.117273   22.230617   59.405000
33 2025-10-31  41.148686   21.166068   61.739739
34 2025-11-30  41.179086   21.036373   59.680175
Forecast for South America and Product 774:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.641461   17.247773   60.981055
31 2025-08-31  38.317811   15.360354   61.611017
32 2025-09-30  38.004602   15.849014   60.168325
33 2025-10-31  37.680951   13.586888   59.927167
34 2025-11-30  37.367742   12.803379   60.282050
14:18:59 - cmdstanpy - INFO - Chain [1] start processing
14:18:59 - cmdstanpy - INFO - Chain [1] done processing
14:19:00 - cmdstanpy - INFO - Chain [1] start processing
14:19:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 775:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.310195   16.545608   46.902120
31 2025-08-31  30.716971   15.864874   45.311177
32 2025-09-30  30.142883   14.662842   46.274418
33 2025-10-31  29.549659   14.645505   45.016584
34 2025-11-30  28.975572   13.535409   45.189792
Forecast for South America and Product 776:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.363506   15.493845   50.925459
31 2025-08-31  33.138274   14.958205   49.552661
32 2025-09-30  32.920308   16.445004   50.402691
33 2025-10-31  32.695075   15.289041   50.186096
34 2025-11-30  32.477109   16.083810   49.814509
14:19:00 - cmdstanpy - INFO - Chain [1] start processing
14:19:00 - cmdstanpy - INFO - Chain [1] done processing
14:19:00 - cmdstanpy - INFO - Chain [1] start processing
14:19:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 777:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.849325   33.419205   67.424212
31 2025-08-31  51.164428   34.515816   69.575647
32 2025-09-30  51.469366   34.808966   68.135367
33 2025-10-31  51.784469   34.694626   68.755461
34 2025-11-30  52.089408   34.488596   68.796910
Forecast for South America and Product 778:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.076313   13.923837   53.221226
31 2025-08-31  32.746483   14.102750   53.053199
32 2025-09-30  32.427292   13.958821   50.892025
33 2025-10-31  32.097462   12.840759   50.625388
34 2025-11-30  31.778272   12.272676   52.196456
14:19:00 - cmdstanpy - INFO - Chain [1] start processing
14:19:00 - cmdstanpy - INFO - Chain [1] done processing
14:19:00 - cmdstanpy - INFO - Chain [1] start processing
14:19:00 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 779:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.655499   19.069651   60.369273
31 2025-08-31  39.552405   19.224975   60.470484
32 2025-09-30  39.452637   18.063333   57.731730
33 2025-10-31  39.349543   17.694707   60.628101
34 2025-11-30  39.249774   17.165207   59.869968
Forecast for South America and Product 780:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.969090   32.156962   72.639987
31 2025-08-31  53.427152   33.504787   73.311569
32 2025-09-30  53.870437   32.729398   72.758444
33 2025-10-31  54.328499   34.450014   75.387804
34 2025-11-30  54.771785   35.056061   75.800480
14:19:00 - cmdstanpy - INFO - Chain [1] start processing
14:19:01 - cmdstanpy - INFO - Chain [1] done processing
14:19:01 - cmdstanpy - INFO - Chain [1] start processing
14:19:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 781:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.802472   13.997511   45.877610
31 2025-08-31  29.311505   11.981957   45.993825
32 2025-09-30  28.836376   12.291729   44.864859
33 2025-10-31  28.345409   12.855239   45.328518
34 2025-11-30  27.870280   12.167453   43.648456
Forecast for South America and Product 782:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.362384    1.283165   49.942832
31 2025-08-31  25.698932    1.495569   50.052420
32 2025-09-30  25.056881    1.654862   46.745934
33 2025-10-31  24.393429   -1.257551   46.421085
34 2025-11-30  23.751379    0.795988   47.949323
14:19:01 - cmdstanpy - INFO - Chain [1] start processing
14:19:01 - cmdstanpy - INFO - Chain [1] done processing
14:19:01 - cmdstanpy - INFO - Chain [1] start processing
14:19:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 783:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.582286   17.422201   47.807490
31 2025-08-31  32.205810   18.168127   45.286892
32 2025-09-30  31.841478   16.370495   45.262150
33 2025-10-31  31.465002   17.289552   45.433342
34 2025-11-30  31.100670   16.514704   46.099526
Forecast for South America and Product 784:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.338299   13.162186   52.815789
31 2025-08-31  32.739677   13.800867   51.762564
32 2025-09-30  32.160366   10.173395   51.197034
33 2025-10-31  31.561745   12.249370   54.199593
34 2025-11-30  30.982433    9.153693   51.400162
14:19:01 - cmdstanpy - INFO - Chain [1] start processing
14:19:01 - cmdstanpy - INFO - Chain [1] done processing
14:19:01 - cmdstanpy - INFO - Chain [1] start processing
14:19:01 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 785:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  58.137993   39.915783   75.399162
31 2025-08-31  59.035780   43.726480   76.599774
32 2025-09-30  59.904606   42.200522   78.155662
33 2025-10-31  60.802393   45.046423   78.006998
34 2025-11-30  61.671219   43.829028   79.910531
Forecast for South America and Product 786:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.340787   20.186682   61.082329
31 2025-08-31  41.479027   20.650637   62.047009
32 2025-09-30  41.612807   21.660261   60.325564
33 2025-10-31  41.751047   21.251181   62.029822
34 2025-11-30  41.884828   21.481361   63.285574
14:19:02 - cmdstanpy - INFO - Chain [1] start processing
14:19:02 - cmdstanpy - INFO - Chain [1] done processing
14:19:02 - cmdstanpy - INFO - Chain [1] start processing
14:19:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 787:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.592012   25.760488   65.142264
31 2025-08-31  45.518035   24.720045   67.110562
32 2025-09-30  45.446445   26.475021   66.885141
33 2025-10-31  45.372468   25.863957   66.480506
34 2025-11-30  45.300877   25.353485   64.682644
Forecast for South America and Product 788:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.960509   16.319831   60.595338
31 2025-08-31  38.916585   16.617878   60.174880
32 2025-09-30  38.874078   16.601616   61.017675
33 2025-10-31  38.830155   15.988992   59.908505
34 2025-11-30  38.787647   15.166306   60.383833
14:19:02 - cmdstanpy - INFO - Chain [1] start processing
14:19:02 - cmdstanpy - INFO - Chain [1] done processing
14:19:02 - cmdstanpy - INFO - Chain [1] start processing
14:19:02 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 789:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.671917   20.246985   60.095592
31 2025-08-31  39.395331   19.963038   59.049669
32 2025-09-30  39.127667   19.581263   57.972132
33 2025-10-31  38.851081   19.893031   57.365964
34 2025-11-30  38.583417   19.648717   59.036017
Forecast for South America and Product 790:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.128857   18.449041   61.675514
31 2025-08-31  40.009325   16.903305   61.565802
32 2025-09-30  39.893648   17.968077   60.563005
33 2025-10-31  39.774116   19.217292   61.067769
34 2025-11-30  39.658439   17.629985   60.806075
14:19:02 - cmdstanpy - INFO - Chain [1] start processing
14:19:02 - cmdstanpy - INFO - Chain [1] done processing
14:19:03 - cmdstanpy - INFO - Chain [1] start processing
14:19:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 791:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.750920   28.574015   62.398005
31 2025-08-31  45.076764   28.508417   61.795119
32 2025-09-30  45.392096   28.967056   61.465576
33 2025-10-31  45.717940   28.799976   63.220894
34 2025-11-30  46.033272   29.708769   62.432522
Forecast for South America and Product 792:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.352979   17.701461   53.355721
31 2025-08-31  34.291895   15.891680   51.236598
32 2025-09-30  34.232781   16.162706   51.623177
33 2025-10-31  34.171696   17.418957   52.508326
34 2025-11-30  34.112582   16.413291   52.786265
14:19:03 - cmdstanpy - INFO - Chain [1] start processing
14:19:03 - cmdstanpy - INFO - Chain [1] done processing
14:19:03 - cmdstanpy - INFO - Chain [1] start processing
14:19:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 793:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.141145   26.685323   56.791416
31 2025-08-31  42.091338   26.628647   57.863350
32 2025-09-30  42.043138   26.714552   57.116414
33 2025-10-31  41.993331   26.251206   57.401618
34 2025-11-30  41.945130   26.681147   57.178852
Forecast for South America and Product 794:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.044189   12.313364   60.394684
31 2025-08-31  37.016248   12.506590   62.512320
32 2025-09-30  36.989209   12.261975   59.946622
33 2025-10-31  36.961268   15.222096   61.255922
34 2025-11-30  36.934228   12.856227   59.981530
14:19:03 - cmdstanpy - INFO - Chain [1] start processing
14:19:03 - cmdstanpy - INFO - Chain [1] done processing
14:19:03 - cmdstanpy - INFO - Chain [1] start processing
14:19:03 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 795:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.495868   32.176480   65.828255
31 2025-08-31  49.777703   32.175786   66.012684
32 2025-09-30  50.050446   32.547172   68.284364
33 2025-10-31  50.332281   33.108458   67.278255
34 2025-11-30  50.605024   33.808031   68.075049
Forecast for South America and Product 796:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.601746   -2.305649   40.215178
31 2025-08-31  17.623105   -5.084606   37.537400
32 2025-09-30  16.676033   -4.334083   39.516330
33 2025-10-31  15.697391   -4.645795   36.568562
34 2025-11-30  14.750319   -8.687120   36.206036
14:19:03 - cmdstanpy - INFO - Chain [1] start processing
14:19:04 - cmdstanpy - INFO - Chain [1] done processing
14:19:04 - cmdstanpy - INFO - Chain [1] start processing
14:19:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 797:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.665034    8.681360   57.499831
31 2025-08-31  31.108996    7.481135   53.771497
32 2025-09-30  30.570895    6.160493   53.953036
33 2025-10-31  30.014858    6.144374   55.955282
34 2025-11-30  29.476757    4.081339   50.904129
Forecast for South America and Product 798:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.546597   30.871409   72.251005
31 2025-08-31  51.901884   31.206587   72.944139
32 2025-09-30  52.245711   32.115661   73.214937
33 2025-10-31  52.600999   32.147862   72.330736
34 2025-11-30  52.944825   32.300627   72.835818
14:19:04 - cmdstanpy - INFO - Chain [1] start processing
14:19:04 - cmdstanpy - INFO - Chain [1] done processing
14:19:04 - cmdstanpy - INFO - Chain [1] start processing
14:19:04 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 799:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.556459   19.445937   50.078680
31 2025-08-31  34.430323   18.026564   50.094675
32 2025-09-30  34.308255   16.814002   49.982907
33 2025-10-31  34.182118   17.004287   51.814686
34 2025-11-30  34.060050   16.846818   48.828333
Forecast for South America and Product 800:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.758816   24.373262   56.203692
31 2025-08-31  40.848243   23.846672   56.991133
32 2025-09-30  40.934786   25.170468   58.780401
33 2025-10-31  41.024214   24.591676   56.948090
34 2025-11-30  41.110756   23.971351   56.905551
14:19:04 - cmdstanpy - INFO - Chain [1] start processing
14:19:04 - cmdstanpy - INFO - Chain [1] done processing
14:19:04 - cmdstanpy - INFO - Chain [1] start processing
14:19:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 801:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.940086   27.796407   73.257407
31 2025-08-31  50.462598   25.241857   73.304869
32 2025-09-30  50.968255   25.782690   74.667805
33 2025-10-31  51.490767   26.200915   75.400288
34 2025-11-30  51.996424   26.998219   75.086383
Forecast for South America and Product 802:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.465129    8.179580   38.691445
31 2025-08-31  22.625643    7.940362   37.199510
32 2025-09-30  21.813238    6.572466   36.666675
33 2025-10-31  20.973753    5.430652   34.495201
34 2025-11-30  20.161348    5.147057   35.046890
14:19:05 - cmdstanpy - INFO - Chain [1] start processing
14:19:05 - cmdstanpy - INFO - Chain [1] done processing
14:19:05 - cmdstanpy - INFO - Chain [1] start processing
14:19:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 803:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.375046   25.530962   59.860253
31 2025-08-31  43.286220   26.162440   60.558643
32 2025-09-30  43.200259   24.744653   60.815049
33 2025-10-31  43.111433   25.867682   60.767451
34 2025-11-30  43.025473   25.413756   60.095867
14:19:05 - cmdstanpy - INFO - Chain [1] start processing
14:19:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 804:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  12.266751   -3.521729   27.652498
31 2025-08-31  10.873665   -4.710383   26.292633
32 2025-09-30   9.525517   -5.753345   24.672172
33 2025-10-31   8.132431   -6.460284   23.536495
34 2025-11-30   6.784283   -8.836764   22.555568
14:19:05 - cmdstanpy - INFO - Chain [1] start processing
14:19:05 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 805:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.964548   30.161164   66.978686
31 2025-08-31  50.193188   32.305409   68.819840
32 2025-09-30  50.414452   32.620957   68.829218
33 2025-10-31  50.643092   32.613374   68.799105
34 2025-11-30  50.864356   31.848559   70.011296
Forecast for South America and Product 806:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.645179   23.789181   56.118330
31 2025-08-31  40.804310   24.949845   56.784436
32 2025-09-30  40.958307   25.077124   56.749627
33 2025-10-31  41.117438   25.342241   57.173591
34 2025-11-30  41.271435   25.039745   58.781566
14:19:06 - cmdstanpy - INFO - Chain [1] start processing
14:19:06 - cmdstanpy - INFO - Chain [1] done processing
14:19:06 - cmdstanpy - INFO - Chain [1] start processing
14:19:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 807:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.460418   10.676611   51.116814
31 2025-08-31  30.041359    9.643627   50.721028
32 2025-09-30  29.635819   11.938158   49.585990
33 2025-10-31  29.216760   10.180537   48.804807
34 2025-11-30  28.811219    8.824206   49.620135
Forecast for South America and Product 808:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.100375   30.916784   68.157937
31 2025-08-31  50.716616   31.649494   69.472136
32 2025-09-30  51.312978   33.602058   70.505861
33 2025-10-31  51.929219   31.190191   70.977808
34 2025-11-30  52.525582   32.924879   71.306360
14:19:06 - cmdstanpy - INFO - Chain [1] start processing
14:19:06 - cmdstanpy - INFO - Chain [1] done processing
14:19:06 - cmdstanpy - INFO - Chain [1] start processing
14:19:06 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 809:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.203042   19.772239   56.307981
31 2025-08-31  38.051574   19.487385   56.585407
32 2025-09-30  37.904993   19.373518   54.590524
33 2025-10-31  37.753525   19.835102   56.254326
34 2025-11-30  37.606943   19.637588   57.017916
14:19:07 - cmdstanpy - INFO - Chain [1] start processing
14:19:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 810:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  15.916158   -4.045729   35.247977
31 2025-08-31  14.978743   -4.370224   34.597482
32 2025-09-30  14.071568   -5.881136   33.550393
33 2025-10-31  13.134153   -5.741638   32.711259
34 2025-11-30  12.226977   -6.807075   31.939883
Forecast for South America and Product 811:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.099422   12.386843   46.176957
31 2025-08-31  29.607806   13.168540   45.770625
32 2025-09-30  29.132049   12.733504   44.281999
33 2025-10-31  28.640433   13.343134   44.314753
34 2025-11-30  28.164676   11.564847   44.196678
14:19:07 - cmdstanpy - INFO - Chain [1] start processing
14:19:07 - cmdstanpy - INFO - Chain [1] done processing
14:19:07 - cmdstanpy - INFO - Chain [1] start processing
14:19:07 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 812:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.173915   26.575317   56.250306
31 2025-08-31  41.258688   26.252552   56.231103
32 2025-09-30  41.340726   26.631395   56.436724
33 2025-10-31  41.425498   26.984350   55.078348
34 2025-11-30  41.507536   26.792380   57.182512
Forecast for South America and Product 813:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.137352   19.573594   57.093438
31 2025-08-31  38.368551   17.521943   57.246189
32 2025-09-30  38.592292   20.418380   58.209711
33 2025-10-31  38.823491   18.831066   57.659445
34 2025-11-30  39.047232   20.434235   57.002685
14:19:07 - cmdstanpy - INFO - Chain [1] start processing
14:19:07 - cmdstanpy - INFO - Chain [1] done processing
14:19:07 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 814:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.640589   40.433451   77.443243
31 2025-08-31  58.471998   41.778589   75.943274
32 2025-09-30  59.276587   42.930000   77.269563
33 2025-10-31  60.107996   42.066122   78.178393
34 2025-11-30  60.912585   43.588060   78.976310
14:19:07 - cmdstanpy - INFO - Chain [1] done processing
14:19:08 - cmdstanpy - INFO - Chain [1] start processing
14:19:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 815:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.658724   29.107228   69.363378
31 2025-08-31  48.916052   27.933793   68.912282
32 2025-09-30  49.165078   29.222618   68.157302
33 2025-10-31  49.422406   28.559225   67.128254
34 2025-11-30  49.671432   30.249719   68.458219
Forecast for South America and Product 816:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.933471   18.275500   56.489579
31 2025-08-31  36.831534   17.852092   57.022192
32 2025-09-30  36.732885   19.167341   56.703244
33 2025-10-31  36.630948   17.953080   54.354539
34 2025-11-30  36.532299   18.050512   55.724963
14:19:08 - cmdstanpy - INFO - Chain [1] start processing
14:19:08 - cmdstanpy - INFO - Chain [1] done processing
14:19:08 - cmdstanpy - INFO - Chain [1] start processing
14:19:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 817:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.144855   11.637145   58.312322
31 2025-08-31  34.868347    9.241423   59.134358
32 2025-09-30  34.600758    8.865613   58.866903
33 2025-10-31  34.324249    8.550177   60.331257
34 2025-11-30  34.056660    8.577757   57.987151
14:19:08 - cmdstanpy - INFO - Chain [1] start processing
14:19:08 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 818:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.351389   33.034074   68.761534
31 2025-08-31  50.749057   32.657538   68.383374
32 2025-09-30  51.133898   33.510233   69.434552
33 2025-10-31  51.531567   33.629738   69.789158
34 2025-11-30  51.916408   33.946101   69.544943
Forecast for South America and Product 819:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.745637   28.913264   67.391784
31 2025-08-31  47.991429   27.942503   67.187449
32 2025-09-30  48.229292   29.342667   67.695133
33 2025-10-31  48.475083   30.671180   65.868128
34 2025-11-30  48.712946   29.169468   67.661127
14:19:08 - cmdstanpy - INFO - Chain [1] start processing
14:19:08 - cmdstanpy - INFO - Chain [1] done processing
14:19:09 - cmdstanpy - INFO - Chain [1] start processing
14:19:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 820:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.641098   11.949931   49.355346
31 2025-08-31  28.784530    9.706389   47.297165
32 2025-09-30  27.955592    7.019248   46.571482
33 2025-10-31  27.099024    6.474508   46.683750
34 2025-11-30  26.270087    6.306396   45.992824
Forecast for South America and Product 821:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.905190   28.595514   66.655124
31 2025-08-31  47.191512   26.810784   66.103256
32 2025-09-30  47.468597   28.774850   66.645565
33 2025-10-31  47.754919   29.989058   67.023912
34 2025-11-30  48.032005   29.324637   65.965523
14:19:09 - cmdstanpy - INFO - Chain [1] start processing
14:19:09 - cmdstanpy - INFO - Chain [1] done processing
14:19:09 - cmdstanpy - INFO - Chain [1] start processing
14:19:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 822:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.317288   26.154524   66.196793
31 2025-08-31  46.588449   27.515549   66.369034
32 2025-09-30  46.850862   25.733225   66.382507
33 2025-10-31  47.122022   27.910629   66.138129
34 2025-11-30  47.384435   29.098597   67.032661
Forecast for South America and Product 823:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.611476    7.436018   41.553676
31 2025-08-31  23.842845    6.433255   40.336341
32 2025-09-30  23.099009    6.290108   41.146441
33 2025-10-31  22.330378    4.091683   40.736417
34 2025-11-30  21.586541    3.832199   39.525070
14:19:09 - cmdstanpy - INFO - Chain [1] start processing
14:19:09 - cmdstanpy - INFO - Chain [1] done processing
14:19:09 - cmdstanpy - INFO - Chain [1] start processing
14:19:09 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 824:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.539184   27.011777   65.647993
31 2025-08-31  46.936745   26.483567   68.091350
32 2025-09-30  47.321481   28.304929   65.721896
33 2025-10-31  47.719042   26.889416   70.066747
34 2025-11-30  48.103779   28.203068   68.269175
Forecast for South America and Product 825:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.466263   28.447342   52.950399
31 2025-08-31  41.381142   28.972289   54.784269
32 2025-09-30  41.298767   28.251630   53.801295
33 2025-10-31  41.213646   28.110150   53.485641
34 2025-11-30  41.131272   28.066429   53.004995
14:19:10 - cmdstanpy - INFO - Chain [1] start processing
14:19:10 - cmdstanpy - INFO - Chain [1] done processing
14:19:10 - cmdstanpy - INFO - Chain [1] start processing
14:19:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 826:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.747170   14.381536   61.227246
31 2025-08-31  38.577561   16.288142   61.384478
32 2025-09-30  38.413424   15.061251   60.061944
33 2025-10-31  38.243816   13.913741   59.239438
34 2025-11-30  38.079678   13.830802   59.790359
Forecast for South America and Product 827:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.683162   34.123598   71.160812
31 2025-08-31  52.223529   33.219439   69.613831
32 2025-09-30  52.746465   32.435706   70.449999
33 2025-10-31  53.286832   34.743845   71.185713
34 2025-11-30  53.809767   36.156008   74.325441
14:19:10 - cmdstanpy - INFO - Chain [1] start processing
14:19:10 - cmdstanpy - INFO - Chain [1] done processing
14:19:10 - cmdstanpy - INFO - Chain [1] start processing
14:19:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 828:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.353945   34.277134   80.729142
31 2025-08-31  58.521921   35.867324   82.124655
32 2025-09-30  59.652221   37.072657   83.738143
33 2025-10-31  60.820198   37.002149   84.136497
34 2025-11-30  61.950498   38.413182   84.812887
Forecast for South America and Product 829:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.416743   18.150704   63.233621
31 2025-08-31  40.514201   18.881974   62.769016
32 2025-09-30  40.608515   18.129430   61.922062
33 2025-10-31  40.705973   17.735464   62.643619
34 2025-11-30  40.800287   19.977126   63.176164
14:19:10 - cmdstanpy - INFO - Chain [1] start processing
14:19:10 - cmdstanpy - INFO - Chain [1] done processing
14:19:10 - cmdstanpy - INFO - Chain [1] start processing
14:19:10 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 830:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.491675    3.488530   50.720823
31 2025-08-31  25.578700    1.600000   49.101105
32 2025-09-30  24.695176   -0.057462   51.624413
33 2025-10-31  23.782202   -2.315572   47.563240
34 2025-11-30  22.898678   -1.919997   46.072348
Forecast for South America and Product 831:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.759347   10.113629   46.313508
31 2025-08-31  28.190702   10.105413   44.742448
32 2025-09-30  27.640401    9.534640   45.001282
33 2025-10-31  27.071756    9.646097   44.471590
34 2025-11-30  26.521455    8.295133   44.127011
14:19:11 - cmdstanpy - INFO - Chain [1] start processing
14:19:11 - cmdstanpy - INFO - Chain [1] done processing
14:19:11 - cmdstanpy - INFO - Chain [1] start processing
14:19:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 832:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.911797   28.886050   61.311163
31 2025-08-31  45.365257   29.660552   61.635019
32 2025-09-30  45.804088   29.945707   61.033743
33 2025-10-31  46.257548   30.123262   63.046532
34 2025-11-30  46.696380   30.164970   61.860883
Forecast for South America and Product 833:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.004036    7.829573   41.339741
31 2025-08-31  23.141982    5.243225   41.973846
32 2025-09-30  22.307735    5.312044   40.411580
33 2025-10-31  21.445681    5.261870   38.721690
34 2025-11-30  20.611435    3.558797   37.570156
14:19:11 - cmdstanpy - INFO - Chain [1] start processing
14:19:11 - cmdstanpy - INFO - Chain [1] done processing
14:19:11 - cmdstanpy - INFO - Chain [1] start processing
14:19:11 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 834:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.103805   34.615131   66.812428
31 2025-08-31  51.503526   34.673814   67.948551
32 2025-09-30  51.890354   34.742737   68.618116
33 2025-10-31  52.290075   35.369310   70.227034
34 2025-11-30  52.676902   34.022494   71.558924
Forecast for South America and Product 835:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.333279   15.421623   62.535405
31 2025-08-31  39.363152   15.843709   63.607190
32 2025-09-30  39.392062   17.040272   62.530082
33 2025-10-31  39.421935   17.738073   64.363779
34 2025-11-30  39.450844   15.430071   61.280143
14:19:11 - cmdstanpy - INFO - Chain [1] start processing
14:19:11 - cmdstanpy - INFO - Chain [1] done processing
14:19:12 - cmdstanpy - INFO - Chain [1] start processing
14:19:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 836:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.773877   11.290094   51.967471
31 2025-08-31  32.402926   12.418695   51.246028
32 2025-09-30  32.043941   12.851065   50.957549
33 2025-10-31  31.672990   11.865486   52.121647
34 2025-11-30  31.314006   11.203379   50.490343
Forecast for South America and Product 837:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.234505   25.806488   62.273020
31 2025-08-31  44.237231   24.883269   62.068865
32 2025-09-30  44.239869   25.108900   63.064687
33 2025-10-31  44.242595   24.848998   61.628901
34 2025-11-30  44.245234   25.396071   62.940051
14:19:12 - cmdstanpy - INFO - Chain [1] start processing
14:19:12 - cmdstanpy - INFO - Chain [1] done processing
14:19:12 - cmdstanpy - INFO - Chain [1] start processing
14:19:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 838:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.494546   24.335161   63.248537
31 2025-08-31  43.410968   23.408026   62.396133
32 2025-09-30  43.330086   23.715272   63.236341
33 2025-10-31  43.246507   24.409672   63.926738
34 2025-11-30  43.165625   24.131331   62.181863
Forecast for South America and Product 839:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  67.880915   37.242069  100.555884
31 2025-08-31  69.012170   39.803985   97.839055
32 2025-09-30  70.106932   39.545646   99.012351
33 2025-10-31  71.238186   40.661633  102.797295
34 2025-11-30  72.332948   41.635747  102.784452
14:19:12 - cmdstanpy - INFO - Chain [1] start processing
14:19:12 - cmdstanpy - INFO - Chain [1] done processing
14:19:12 - cmdstanpy - INFO - Chain [1] start processing
14:19:12 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 840:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.223927   14.940873   42.476654
31 2025-08-31  27.561851   13.315622   42.311358
32 2025-09-30  26.921133   12.455786   41.146919
33 2025-10-31  26.259058   11.870100   40.669638
34 2025-11-30  25.618340   10.636294   40.578173
Forecast for South America and Product 841:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.907113   26.721492   85.346873
31 2025-08-31  55.381183   27.911150   82.763401
32 2025-09-30  55.839961   28.836540   80.653797
33 2025-10-31  56.314032   29.427348   84.453263
34 2025-11-30  56.772809   30.401066   85.250920
14:19:12 - cmdstanpy - INFO - Chain [1] start processing
14:19:13 - cmdstanpy - INFO - Chain [1] done processing
14:19:13 - cmdstanpy - INFO - Chain [1] start processing
14:19:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 842:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.748785   14.409593   54.200726
31 2025-08-31  34.438263   15.705370   54.402821
32 2025-09-30  34.137758   13.515227   54.646198
33 2025-10-31  33.827236   14.165164   53.008238
34 2025-11-30  33.526731   12.155501   53.398077
Forecast for South America and Product 843:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.187389    1.663991   48.037621
31 2025-08-31  24.350393    1.818974   46.263738
32 2025-09-30  23.540396    1.558649   46.275670
33 2025-10-31  22.703399   -0.061545   46.028653
34 2025-11-30  21.893403   -0.814752   45.209626
14:19:13 - cmdstanpy - INFO - Chain [1] start processing
14:19:13 - cmdstanpy - INFO - Chain [1] done processing
14:19:13 - cmdstanpy - INFO - Chain [1] start processing
14:19:13 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 844:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.362552   31.346574   68.839174
31 2025-08-31  50.789917   31.574928   68.721443
32 2025-09-30  51.203497   32.107626   69.751447
33 2025-10-31  51.630862   33.770023   69.102686
34 2025-11-30  52.044441   31.932598   71.056319
Forecast for South America and Product 845:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.380967   10.274863   49.851338
31 2025-08-31  28.915898    8.365545   47.031978
32 2025-09-30  28.465832    8.843279   46.071370
33 2025-10-31  28.000764    7.559546   46.052286
34 2025-11-30  27.550698    9.112828   45.758297
14:19:13 - cmdstanpy - INFO - Chain [1] start processing
14:19:13 - cmdstanpy - INFO - Chain [1] done processing
14:19:13 - cmdstanpy - INFO - Chain [1] start processing
14:19:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 846:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.446024    9.862134   46.633185
31 2025-08-31  27.163106    8.014582   47.265843
32 2025-09-30  26.889314    8.208417   46.990723
33 2025-10-31  26.606395    6.831561   45.864822
34 2025-11-30  26.332603    7.095716   46.650686
Forecast for South America and Product 847:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.603890   26.380988   59.594622
31 2025-08-31  42.436831   25.087680   59.012492
32 2025-09-30  42.275160   25.628175   60.860790
33 2025-10-31  42.108101   24.802211   58.348518
34 2025-11-30  41.946430   24.613407   60.063481
14:19:14 - cmdstanpy - INFO - Chain [1] start processing
14:19:14 - cmdstanpy - INFO - Chain [1] done processing
14:19:14 - cmdstanpy - INFO - Chain [1] start processing
14:19:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 848:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.861800   18.292722   52.225160
31 2025-08-31  34.267375   16.747980   51.894068
32 2025-09-30  33.692125   16.746543   51.849679
33 2025-10-31  33.097700   16.213847   50.759284
34 2025-11-30  32.522450   14.049694   50.335577
Forecast for South America and Product 849:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.271049   40.665821   74.069828
31 2025-08-31  57.953711   41.282291   74.443145
32 2025-09-30  58.614352   42.155594   75.273095
33 2025-10-31  59.297015   43.091564   75.205844
34 2025-11-30  59.957656   42.349092   75.172820
14:19:14 - cmdstanpy - INFO - Chain [1] start processing
14:19:14 - cmdstanpy - INFO - Chain [1] done processing
14:19:14 - cmdstanpy - INFO - Chain [1] start processing
14:19:14 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 850:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.357370   37.420262   71.648315
31 2025-08-31  55.229471   38.167238   73.401832
32 2025-09-30  56.073440   37.637641   73.944694
33 2025-10-31  56.945541   39.663504   74.980337
34 2025-11-30  57.789509   39.872535   76.356054
Forecast for South America and Product 851:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.776889   19.973143   60.839454
31 2025-08-31  39.622195   20.882654   59.613756
32 2025-09-30  39.472491   19.328892   60.046301
33 2025-10-31  39.317796   17.996720   61.067155
34 2025-11-30  39.168092   18.076500   60.036765
14:19:14 - cmdstanpy - INFO - Chain [1] start processing
14:19:15 - cmdstanpy - INFO - Chain [1] done processing
14:19:15 - cmdstanpy - INFO - Chain [1] start processing
14:19:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 852:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.971580   20.230644   54.478128
31 2025-08-31  36.893702   18.701652   55.817198
32 2025-09-30  36.818335   18.214632   54.375842
33 2025-10-31  36.740457   18.592465   56.234580
34 2025-11-30  36.665090   18.470988   55.620992
Forecast for South America and Product 853:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.619664   18.062365   67.475555
31 2025-08-31  42.529446   17.447588   65.362748
32 2025-09-30  42.442139   20.133692   65.926353
33 2025-10-31  42.351922   18.410824   65.431985
34 2025-11-30  42.264615   18.504305   64.477493
14:19:15 - cmdstanpy - INFO - Chain [1] start processing
14:19:15 - cmdstanpy - INFO - Chain [1] done processing
14:19:15 - cmdstanpy - INFO - Chain [1] start processing
14:19:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 854:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.047907   17.632124   53.926249
31 2025-08-31  34.869771   16.950190   54.439567
32 2025-09-30  34.697381   16.953770   53.716485
33 2025-10-31  34.519244   16.148183   51.734950
34 2025-11-30  34.346854   16.070710   51.926280
Forecast for South America and Product 855:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.531317   26.431374   67.110881
31 2025-08-31  46.801073   26.794187   69.260922
32 2025-09-30  47.062127   25.634149   67.381760
33 2025-10-31  47.331883   27.673627   68.925827
34 2025-11-30  47.592937   26.531436   68.999448
14:19:15 - cmdstanpy - INFO - Chain [1] start processing
14:19:15 - cmdstanpy - INFO - Chain [1] done processing
14:19:15 - cmdstanpy - INFO - Chain [1] start processing
14:19:15 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 856:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  20.955547    4.481043   36.303884
31 2025-08-31  20.126650    5.394627   35.593971
32 2025-09-30  19.324492    3.602591   34.539887
33 2025-10-31  18.495595    2.729604   32.939929
34 2025-11-30  17.693437    2.102056   33.225533
Forecast for South America and Product 857:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.387255    9.858852   54.585328
31 2025-08-31  33.198361   11.112415   56.496973
32 2025-09-30  33.015560   11.294806   56.172890
33 2025-10-31  32.826666   10.059629   54.148036
34 2025-11-30  32.643866    9.837292   54.940671
14:19:16 - cmdstanpy - INFO - Chain [1] start processing
14:19:16 - cmdstanpy - INFO - Chain [1] done processing
14:19:16 - cmdstanpy - INFO - Chain [1] start processing
14:19:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 858:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  25.485180    8.362399   43.142379
31 2025-08-31  24.907258    7.884336   41.703866
32 2025-09-30  24.347979    7.361119   40.538881
33 2025-10-31  23.770057    6.705176   39.746320
34 2025-11-30  23.210778    5.693266   38.955422
Forecast for South America and Product 859:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.493530   32.328904   73.518070
31 2025-08-31  52.860274   32.436922   73.045605
32 2025-09-30  53.215186   32.992303   73.463519
33 2025-10-31  53.581930   32.778902   73.572730
34 2025-11-30  53.936842   33.660228   73.980897
14:19:16 - cmdstanpy - INFO - Chain [1] start processing
14:19:16 - cmdstanpy - INFO - Chain [1] done processing
14:19:16 - cmdstanpy - INFO - Chain [1] start processing
14:19:16 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 860:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.415760   26.065890   64.417668
31 2025-08-31  46.701495   28.464915   65.321969
32 2025-09-30  46.978013   27.421609   66.550008
33 2025-10-31  47.263747   27.689009   65.449262
34 2025-11-30  47.540265   27.858282   65.946380
Forecast for South America and Product 861:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.438519    7.794425   52.912328
31 2025-08-31  28.815762    6.045214   52.486147
32 2025-09-30  28.213093    5.839840   51.316000
33 2025-10-31  27.590336    3.193171   50.873962
34 2025-11-30  26.987668    3.774768   50.310455
14:19:16 - cmdstanpy - INFO - Chain [1] start processing
14:19:16 - cmdstanpy - INFO - Chain [1] done processing
14:19:17 - cmdstanpy - INFO - Chain [1] start processing
14:19:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 862:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.883603   15.546361   52.792659
31 2025-08-31  34.651401   15.949450   53.433960
32 2025-09-30  34.426689   16.365626   53.585925
33 2025-10-31  34.194487   14.768163   53.979544
34 2025-11-30  33.969775   14.849463   52.300003
Forecast for South America and Product 863:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.006670   13.615041   69.147602
31 2025-08-31  40.118985   13.358103   67.988585
32 2025-09-30  40.227677   10.507190   66.698496
33 2025-10-31  40.339992   14.430304   64.913751
34 2025-11-30  40.448684   12.840572   66.471533
14:19:17 - cmdstanpy - INFO - Chain [1] start processing
14:19:17 - cmdstanpy - INFO - Chain [1] done processing
14:19:17 - cmdstanpy - INFO - Chain [1] start processing
14:19:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 864:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.224672   31.740147   63.664890
31 2025-08-31  48.765982   32.970769   63.492738
32 2025-09-30  49.289831   32.214268   64.903204
33 2025-10-31  49.831141   32.958476   66.399914
34 2025-11-30  50.354989   34.661173   66.320769
Forecast for South America and Product 865:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.664407   11.239331   48.019532
31 2025-08-31  28.256928   10.611031   46.753699
32 2025-09-30  27.862594    8.780691   46.327547
33 2025-10-31  27.455115    8.484906   47.126815
34 2025-11-30  27.060781    9.713633   44.230139
14:19:17 - cmdstanpy - INFO - Chain [1] start processing
14:19:17 - cmdstanpy - INFO - Chain [1] done processing
14:19:17 - cmdstanpy - INFO - Chain [1] start processing
14:19:17 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 866:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.581901   22.382921   61.113279
31 2025-08-31  42.737005   24.282772   61.416884
32 2025-09-30  42.887104   24.433017   61.413319
33 2025-10-31  43.042207   23.845563   61.295147
34 2025-11-30  43.192307   22.776093   62.312632
Forecast for South America and Product 867:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.913214   19.537736   53.906203
31 2025-08-31  36.768777   21.256304   53.277132
32 2025-09-30  36.629000   20.527437   53.366439
33 2025-10-31  36.484564   20.303927   54.842002
34 2025-11-30  36.344787   19.362613   52.805046
14:19:17 - cmdstanpy - INFO - Chain [1] start processing
14:19:18 - cmdstanpy - INFO - Chain [1] done processing
14:19:18 - cmdstanpy - INFO - Chain [1] start processing
14:19:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 868:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.204845   28.623466   60.380836
31 2025-08-31  44.488625   27.730863   62.359279
32 2025-09-30  44.763251   29.012591   60.914514
33 2025-10-31  45.047032   27.370436   61.916958
34 2025-11-30  45.321658   28.208018   61.901597
Forecast for South America and Product 869:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.483403   11.679481   53.679657
31 2025-08-31  32.201918   12.516989   51.387756
32 2025-09-30  31.929513   10.367603   52.404731
33 2025-10-31  31.648029   10.308950   51.574542
34 2025-11-30  31.375624   10.732116   52.404871
14:19:18 - cmdstanpy - INFO - Chain [1] start processing
14:19:18 - cmdstanpy - INFO - Chain [1] done processing
14:19:18 - cmdstanpy - INFO - Chain [1] start processing
14:19:18 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 870:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.546981   17.526692   66.128936
31 2025-08-31  42.422457   18.831356   65.798943
32 2025-09-30  42.301950   17.651307   65.356949
33 2025-10-31  42.177426   17.803220   66.611762
34 2025-11-30  42.056919   19.144667   66.567462
Forecast for South America and Product 871:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.368757   35.571292   83.993226
31 2025-08-31  61.339283   38.004310   85.489934
32 2025-09-30  62.278501   37.472745   86.685242
33 2025-10-31  63.249027   39.798463   89.540922
34 2025-11-30  64.188246   38.852709   87.704889
14:19:18 - cmdstanpy - INFO - Chain [1] start processing
14:19:18 - cmdstanpy - INFO - Chain [1] done processing
14:19:19 - cmdstanpy - INFO - Chain [1] start processing
14:19:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 872:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.327123   13.512789   61.011545
31 2025-08-31  38.413074   14.924347   63.904434
32 2025-09-30  38.496253   15.284857   60.092434
33 2025-10-31  38.582205   14.694134   62.403017
34 2025-11-30  38.665384   14.750152   62.885959
Forecast for South America and Product 873:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.542861   20.602708   58.563671
31 2025-08-31  39.618773   21.464197   56.980599
32 2025-09-30  39.692236   20.699192   57.722627
33 2025-10-31  39.768148   19.973426   59.169418
34 2025-11-30  39.841611   20.716685   58.283863
14:19:19 - cmdstanpy - INFO - Chain [1] start processing
14:19:19 - cmdstanpy - INFO - Chain [1] done processing
14:19:19 - cmdstanpy - INFO - Chain [1] start processing
14:19:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 874:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.960227   33.419440   73.004937
31 2025-08-31  54.472426   35.621124   75.005458
32 2025-09-30  54.968102   34.777814   75.658102
33 2025-10-31  55.480301   35.785359   77.310067
34 2025-11-30  55.975978   35.825262   74.849997
Forecast for South America and Product 875:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.671276   13.956158   53.426754
31 2025-08-31  33.555232   13.368501   52.894002
32 2025-09-30  33.442932   15.033673   52.160580
33 2025-10-31  33.326888   13.072468   51.255613
34 2025-11-30  33.214588   12.968057   51.856379
14:19:19 - cmdstanpy - INFO - Chain [1] start processing
14:19:19 - cmdstanpy - INFO - Chain [1] done processing
14:19:19 - cmdstanpy - INFO - Chain [1] start processing
14:19:19 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 876:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.234624   34.292555   64.403998
31 2025-08-31  49.830425   34.920190   64.097059
32 2025-09-30  50.407006   36.846443   65.492961
33 2025-10-31  51.002807   35.217002   66.289749
34 2025-11-30  51.579389   36.685289   66.291689
Forecast for South America and Product 877:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.450981   24.963658   66.684029
31 2025-08-31  45.710693   24.370885   66.045106
32 2025-09-30  45.962027   27.730139   65.607146
33 2025-10-31  46.221739   26.025260   65.916934
34 2025-11-30  46.473073   26.100429   67.268282
14:19:19 - cmdstanpy - INFO - Chain [1] start processing
14:19:19 - cmdstanpy - INFO - Chain [1] done processing
14:19:20 - cmdstanpy - INFO - Chain [1] start processing
14:19:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 878:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.182952   34.325319   76.166717
31 2025-08-31  56.838670   35.229291   79.377699
32 2025-09-30  57.473236   36.209016   79.706636
33 2025-10-31  58.128954   36.263880   80.078443
34 2025-11-30  58.763520   38.855170   79.123656
Forecast for South America and Product 879:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.024811   20.945988   56.938119
31 2025-08-31  38.949004   20.251640   56.784456
32 2025-09-30  38.875643   20.953695   57.082266
33 2025-10-31  38.799837   22.481107   56.875488
34 2025-11-30  38.726475   21.281239   56.091217
14:19:20 - cmdstanpy - INFO - Chain [1] start processing
14:19:20 - cmdstanpy - INFO - Chain [1] done processing
14:19:20 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 880:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.776214   14.318276   57.404210
31 2025-08-31  35.302163   13.100425   56.795831
32 2025-09-30  34.843405   14.226586   55.122085
33 2025-10-31  34.369354   13.152354   56.971587
34 2025-11-30  33.910595   11.961969   55.454734
14:19:20 - cmdstanpy - INFO - Chain [1] done processing
14:19:20 - cmdstanpy - INFO - Chain [1] start processing
14:19:20 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 881:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.040918   28.853959   63.063626
31 2025-08-31  46.293292   30.106569   62.311697
32 2025-09-30  46.537525   29.859140   62.961914
33 2025-10-31  46.789899   30.493085   64.272098
34 2025-11-30  47.034131   30.102500   64.477257
Forecast for South America and Product 882:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.816079    8.027100   48.406067
31 2025-08-31  28.342254    7.996613   48.034878
32 2025-09-30  27.883713    6.931870   48.673161
33 2025-10-31  27.409888    7.730179   48.429855
34 2025-11-30  26.951347    5.973640   48.241650
14:19:20 - cmdstanpy - INFO - Chain [1] start processing
14:19:20 - cmdstanpy - INFO - Chain [1] done processing
14:19:21 - cmdstanpy - INFO - Chain [1] start processing
14:19:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 883:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.065638    8.876492   48.229756
31 2025-08-31  27.556469    8.624331   48.079649
32 2025-09-30  27.063724    7.200387   47.317401
33 2025-10-31  26.554555    6.097334   46.708026
34 2025-11-30  26.061810    6.308151   46.975831
Forecast for South America and Product 884:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.087737   15.084088   61.675913
31 2025-08-31  36.738082   14.118322   59.599112
32 2025-09-30  36.399707   13.434172   59.433094
33 2025-10-31  36.050052   12.545074   58.479328
34 2025-11-30  35.711676   10.959934   59.238393
14:19:21 - cmdstanpy - INFO - Chain [1] start processing
14:19:21 - cmdstanpy - INFO - Chain [1] done processing
14:19:21 - cmdstanpy - INFO - Chain [1] start processing
14:19:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 885:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.316436    4.705361   52.180922
31 2025-08-31  27.514265    3.180394   48.714885
32 2025-09-30  26.737971    1.445661   52.252230
33 2025-10-31  25.935800    4.279780   52.724999
34 2025-11-30  25.159505   -0.027901   49.294327
Forecast for South America and Product 886:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.383686   12.169002   52.417726
31 2025-08-31  30.945362   11.237414   52.142519
32 2025-09-30  30.521178   10.818033   51.478824
33 2025-10-31  30.082855   10.704638   50.353298
34 2025-11-30  29.658671    8.662057   49.195365
14:19:21 - cmdstanpy - INFO - Chain [1] start processing
14:19:21 - cmdstanpy - INFO - Chain [1] done processing
14:19:21 - cmdstanpy - INFO - Chain [1] start processing
14:19:21 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 887:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.718663    2.177529   44.090138
31 2025-08-31  22.876702    4.053832   43.643346
32 2025-09-30  22.061901    0.673174   41.533079
33 2025-10-31  21.219940    0.408549   41.311614
34 2025-11-30  20.405139   -0.612481   40.588796
Forecast for South America and Product 888:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.876663    4.985883   40.821734
31 2025-08-31  22.033910    4.660074   41.088029
32 2025-09-30  21.218344    3.127675   39.112085
33 2025-10-31  20.375592    1.108972   38.475321
34 2025-11-30  19.560025    1.267194   37.492664
14:19:22 - cmdstanpy - INFO - Chain [1] start processing
14:19:22 - cmdstanpy - INFO - Chain [1] done processing
14:19:22 - cmdstanpy - INFO - Chain [1] start processing
14:19:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 889:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.377263    9.433347   46.847149
31 2025-08-31  26.864176    6.921065   45.638740
32 2025-09-30  26.367641    6.503158   44.706932
33 2025-10-31  25.854554    5.691411   44.552945
34 2025-11-30  25.358019    5.671581   44.500738
Forecast for South America and Product 890:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.326163   22.900672   58.956312
31 2025-08-31  40.284677   19.674716   61.106437
32 2025-09-30  40.244530   22.958631   58.518274
33 2025-10-31  40.203045   21.809951   57.804767
34 2025-11-30  40.162898   20.487840   60.282955
14:19:22 - cmdstanpy - INFO - Chain [1] start processing
14:19:22 - cmdstanpy - INFO - Chain [1] done processing
14:19:22 - cmdstanpy - INFO - Chain [1] start processing
14:19:22 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 891:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.465505    9.354388   38.833398
31 2025-08-31  23.735577    8.216291   37.800360
32 2025-09-30  23.029195    8.492911   36.324653
33 2025-10-31  22.299267    6.889584   37.188350
34 2025-11-30  21.592885    6.531530   36.693322
Forecast for South America and Product 892:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.987353   25.246924   63.382390
31 2025-08-31  44.336183   26.461053   62.354772
32 2025-09-30  44.673761   25.401182   63.951953
33 2025-10-31  45.022591   26.922421   62.739740
34 2025-11-30  45.360169   26.945029   63.125103
14:19:22 - cmdstanpy - INFO - Chain [1] start processing
14:19:22 - cmdstanpy - INFO - Chain [1] done processing
14:19:22 - cmdstanpy - INFO - Chain [1] start processing
14:19:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 893:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.723559   16.396505   58.577573
31 2025-08-31  36.467094   16.871266   58.386815
32 2025-09-30  36.218903   16.290606   57.607250
33 2025-10-31  35.962439   15.012898   55.954098
34 2025-11-30  35.714248   15.392364   56.906081
Forecast for South America and Product 894:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.720921   22.953301   58.443735
31 2025-08-31  42.016001   24.273694   59.790060
32 2025-09-30  42.301561   23.431173   58.826909
33 2025-10-31  42.596641   24.777355   60.766935
34 2025-11-30  42.882202   24.439505   61.986249
14:19:23 - cmdstanpy - INFO - Chain [1] start processing
14:19:23 - cmdstanpy - INFO - Chain [1] done processing
14:19:23 - cmdstanpy - INFO - Chain [1] start processing
14:19:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 895:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.993723    3.397054   44.490151
31 2025-08-31  23.079957    3.562529   45.256927
32 2025-09-30  22.195668    0.406962   42.272972
33 2025-10-31  21.281902   -0.145462   42.522430
34 2025-11-30  20.397612   -1.087858   41.635495
Forecast for South America and Product 896:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.915770   34.421595   73.385998
31 2025-08-31  54.650123   35.620149   74.084905
32 2025-09-30  55.360788   34.987786   72.207273
33 2025-10-31  56.095142   36.794147   75.095253
34 2025-11-30  56.805807   36.838746   74.842776
14:19:23 - cmdstanpy - INFO - Chain [1] start processing
14:19:23 - cmdstanpy - INFO - Chain [1] done processing
14:19:23 - cmdstanpy - INFO - Chain [1] start processing
14:19:23 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 897:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  57.141986   42.363944   74.363079
31 2025-08-31  58.226550   41.243787   74.732260
32 2025-09-30  59.276129   42.851879   75.902079
33 2025-10-31  60.360693   44.960975   77.884672
34 2025-11-30  61.410272   45.329280   77.869518
Forecast for South America and Product 898:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.467313   18.056579   59.130379
31 2025-08-31  37.251182   15.862887   57.730251
32 2025-09-30  37.042023   15.626553   57.362484
33 2025-10-31  36.825892   14.873966   58.013134
34 2025-11-30  36.616734   14.900246   57.229750
14:19:23 - cmdstanpy - INFO - Chain [1] start processing
14:19:23 - cmdstanpy - INFO - Chain [1] done processing
14:19:24 - cmdstanpy - INFO - Chain [1] start processing
14:19:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 899:
           ds       yhat  yhat_lower  yhat_upper
29 2025-06-30  43.904256   26.221045   61.217765
30 2025-07-31  44.049707   27.202391   61.632464
31 2025-08-31  44.195157   26.089588   61.661505
32 2025-09-30  44.335915   28.030706   61.194414
33 2025-10-31  44.481365   26.812707   62.064787
Forecast for South America and Product 900:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.034450   27.497232   58.290648
31 2025-08-31  43.087718   27.869405   58.613541
32 2025-09-30  43.139268   27.790779   59.888724
33 2025-10-31  43.192536   26.966236   57.658336
34 2025-11-30  43.244086   27.885570   58.742221
14:19:24 - cmdstanpy - INFO - Chain [1] start processing
14:19:24 - cmdstanpy - INFO - Chain [1] done processing
14:19:24 - cmdstanpy - INFO - Chain [1] start processing
Forecast for South America and Product 901:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  26.663890    5.410588   47.629272
31 2025-08-31  26.196334    6.153349   49.239242
32 2025-09-30  25.743860    4.733381   46.614306
33 2025-10-31  25.276304    3.283241   47.509232
34 2025-11-30  24.823830    5.688382   46.709914
14:19:24 - cmdstanpy - INFO - Chain [1] done processing
14:19:24 - cmdstanpy - INFO - Chain [1] start processing
14:19:24 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 902:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.451447   21.203089   49.213010
31 2025-08-31  35.331566   21.834952   50.214793
32 2025-09-30  35.215552   20.377487   49.421880
33 2025-10-31  35.095670   20.715710   49.564298
34 2025-11-30  34.979656   20.164422   49.186964
Forecast for South America and Product 903:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.485949   21.770105   64.826389
31 2025-08-31  43.268985   21.154536   66.103900
32 2025-09-30  43.059020   21.726712   63.544381
33 2025-10-31  42.842057   21.283837   66.412702
34 2025-11-30  42.632092   22.928112   64.771856
14:19:24 - cmdstanpy - INFO - Chain [1] start processing
14:19:25 - cmdstanpy - INFO - Chain [1] done processing
14:19:25 - cmdstanpy - INFO - Chain [1] start processing
14:19:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 904:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.023533   18.409455   61.487417
31 2025-08-31  39.022617   18.685016   59.910321
32 2025-09-30  39.021730   18.923651   60.692591
33 2025-10-31  39.020813   18.460927   59.495521
34 2025-11-30  39.019927   16.901515   59.746542
Forecast for South America and Product 905:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  18.786988    1.884969   35.856761
31 2025-08-31  17.852938    1.039909   32.894021
32 2025-09-30  16.949019    0.809852   34.350237
33 2025-10-31  16.014969   -0.185574   32.255877
34 2025-11-30  15.111049   -1.483628   31.345168
14:19:25 - cmdstanpy - INFO - Chain [1] start processing
14:19:25 - cmdstanpy - INFO - Chain [1] done processing
14:19:25 - cmdstanpy - INFO - Chain [1] start processing
14:19:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 906:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.719254   17.090234   53.003039
31 2025-08-31  34.587498   16.072893   52.947868
32 2025-09-30  34.459992   15.839330   54.126133
33 2025-10-31  34.328236   15.169083   52.485424
34 2025-11-30  34.200730   16.547203   52.831760
Forecast for South America and Product 907:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.443976   29.636717   60.330155
31 2025-08-31  45.794812   30.570404   62.076540
32 2025-09-30  46.134331   30.261104   61.500864
33 2025-10-31  46.485167   30.635595   62.469886
34 2025-11-30  46.824685   31.644988   62.285329
14:19:25 - cmdstanpy - INFO - Chain [1] start processing
14:19:25 - cmdstanpy - INFO - Chain [1] done processing
14:19:25 - cmdstanpy - INFO - Chain [1] start processing
14:19:25 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 908:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.669764   24.412859   51.719066
31 2025-08-31  37.958574   23.561523   51.711201
32 2025-09-30  38.238068   24.513575   51.783783
33 2025-10-31  38.526878   25.184972   53.186048
34 2025-11-30  38.806372   25.622320   53.854450
Forecast for South America and Product 909:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  28.237166   10.952399   44.524341
31 2025-08-31  27.096351    9.728185   44.465267
32 2025-09-30  25.992337    8.736659   43.133269
33 2025-10-31  24.851522    9.085543   41.348543
34 2025-11-30  23.747508    4.897726   41.368653
14:19:26 - cmdstanpy - INFO - Chain [1] start processing
14:19:26 - cmdstanpy - INFO - Chain [1] done processing
14:19:26 - cmdstanpy - INFO - Chain [1] start processing
14:19:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 910:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.221323   10.169416   48.067285
31 2025-08-31  29.795961   11.107734   48.496868
32 2025-09-30  29.384321    9.890766   48.412686
33 2025-10-31  28.958959   10.481878   46.731565
34 2025-11-30  28.547318    9.630901   47.929994
Forecast for South America and Product 911:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.286097   12.589206   46.837706
31 2025-08-31  28.741921   11.920176   46.477988
32 2025-09-30  28.215299   10.387956   44.741030
33 2025-10-31  27.671123   11.167973   45.151723
34 2025-11-30  27.144501   12.001878   44.448284
14:19:26 - cmdstanpy - INFO - Chain [1] start processing
14:19:26 - cmdstanpy - INFO - Chain [1] done processing
14:19:26 - cmdstanpy - INFO - Chain [1] start processing
14:19:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 912:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.265592   26.732059   66.092878
31 2025-08-31  46.583103   26.291268   66.374248
32 2025-09-30  46.890371   27.188323   66.181469
33 2025-10-31  47.207881   27.342941   65.361616
34 2025-11-30  47.515150   27.849921   66.326673
Forecast for South America and Product 913:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.763928   30.678260   63.248869
31 2025-08-31  47.061294   31.062069   63.514766
32 2025-09-30  47.349069   32.265067   63.897875
33 2025-10-31  47.646436   31.266671   63.401234
34 2025-11-30  47.934210   30.567064   64.257788
14:19:26 - cmdstanpy - INFO - Chain [1] start processing
14:19:26 - cmdstanpy - INFO - Chain [1] done processing
14:19:26 - cmdstanpy - INFO - Chain [1] start processing
14:19:26 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 914:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.675048    7.424147   48.858011
31 2025-08-31  26.709318    7.387232   47.722446
32 2025-09-30  25.774741    7.438441   45.681633
33 2025-10-31  24.809011    5.543790   44.756179
34 2025-11-30  23.874434    3.617413   43.154957
Forecast for South America and Product 915:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.988930   27.655077   65.571420
31 2025-08-31  46.347332   26.582310   66.155880
32 2025-09-30  46.694173   27.083225   66.618767
33 2025-10-31  47.052576   29.262748   66.783670
34 2025-11-30  47.399417   28.613297   66.546728
14:19:27 - cmdstanpy - INFO - Chain [1] start processing
14:19:27 - cmdstanpy - INFO - Chain [1] done processing
14:19:27 - cmdstanpy - INFO - Chain [1] start processing
14:19:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 916:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.383244   13.129416   50.128513
31 2025-08-31  31.350311   12.778884   49.563629
32 2025-09-30  31.318440   12.806957   50.964676
33 2025-10-31  31.285507   13.263877   49.635042
34 2025-11-30  31.253636   12.790803   48.721736
Forecast for South America and Product 917:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.862694   33.609437   56.277555
31 2025-08-31  44.912509   32.934341   56.414248
32 2025-09-30  44.960717   33.768078   56.579941
33 2025-10-31  45.010532   32.881362   56.649882
34 2025-11-30  45.058740   33.280084   56.545100
14:19:27 - cmdstanpy - INFO - Chain [1] start processing
14:19:27 - cmdstanpy - INFO - Chain [1] done processing
14:19:27 - cmdstanpy - INFO - Chain [1] start processing
14:19:27 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 918:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.102654   15.693847   54.189648
31 2025-08-31  34.863717   16.571317   54.220654
32 2025-09-30  34.632488   14.926556   53.714733
33 2025-10-31  34.393551   15.389298   54.643686
34 2025-11-30  34.162322   15.485275   52.407289
Forecast for South America and Product 919:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  49.823997   32.399165   67.928022
31 2025-08-31  50.025327   33.175246   67.737629
32 2025-09-30  50.220163   32.410300   66.671006
33 2025-10-31  50.421493   32.679476   67.488416
34 2025-11-30  50.616329   33.781384   67.758935
14:19:27 - cmdstanpy - INFO - Chain [1] start processing
14:19:27 - cmdstanpy - INFO - Chain [1] done processing
14:19:27 - cmdstanpy - INFO - Chain [1] start processing
14:19:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 920:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.056503   18.292582   50.425416
31 2025-08-31  34.953147   18.537709   51.563799
32 2025-09-30  34.853125   19.667599   50.585864
33 2025-10-31  34.749769   18.471418   51.734869
34 2025-11-30  34.649747   18.519563   51.462977
Forecast for South America and Product 921:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  17.136779    5.322147   29.494074
31 2025-08-31  16.260021    4.063452   28.833509
32 2025-09-30  15.411545    2.127026   28.480754
33 2025-10-31  14.534788    1.881986   26.590157
34 2025-11-30  13.686312    0.774777   26.973926
14:19:28 - cmdstanpy - INFO - Chain [1] start processing
14:19:28 - cmdstanpy - INFO - Chain [1] done processing
14:19:28 - cmdstanpy - INFO - Chain [1] start processing
14:19:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 922:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  56.485266   33.846964   78.393951
31 2025-08-31  57.201535   36.435329   80.818095
32 2025-09-30  57.894699   36.590871   79.388814
33 2025-10-31  58.610968   38.095417   80.690859
34 2025-11-30  59.304132   35.773101   80.889025
Forecast for South America and Product 923:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.366367   33.007269   69.397055
31 2025-08-31  52.346822   33.708121   71.844616
32 2025-09-30  53.295650   35.719226   73.832872
33 2025-10-31  54.276106   36.950882   72.903841
34 2025-11-30  55.224934   37.218407   72.638781
14:19:28 - cmdstanpy - INFO - Chain [1] start processing
14:19:28 - cmdstanpy - INFO - Chain [1] done processing
14:19:28 - cmdstanpy - INFO - Chain [1] start processing
14:19:28 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 924:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.294473   18.089259   65.326874
31 2025-08-31  42.219187   19.132316   66.919546
32 2025-09-30  42.146329   19.102766   66.111197
33 2025-10-31  42.071042   18.638765   64.698573
34 2025-11-30  41.998184   19.741367   66.515495
Forecast for South America and Product 925:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.963097   13.972919   47.038965
31 2025-08-31  29.387940   11.753590   45.481858
32 2025-09-30  28.831338   12.996968   44.800975
33 2025-10-31  28.256181   12.030228   45.269293
34 2025-11-30  27.699578   10.303707   44.344373
14:19:29 - cmdstanpy - INFO - Chain [1] start processing
14:19:29 - cmdstanpy - INFO - Chain [1] done processing
14:19:29 - cmdstanpy - INFO - Chain [1] start processing
14:19:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 926:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.013711   17.381213   52.390664
31 2025-08-31  35.588149   16.785329   52.522645
32 2025-09-30  35.176314   16.912043   53.481267
33 2025-10-31  34.750751   16.642796   51.871272
34 2025-11-30  34.338916   14.675722   51.621013
Forecast for South America and Product 927:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  19.533123   -4.235758   42.676905
31 2025-08-31  18.340986   -5.177792   42.928129
32 2025-09-30  17.187305   -3.606205   39.803845
33 2025-10-31  15.995167   -6.292374   40.460592
34 2025-11-30  14.841486   -7.843898   39.351478
14:19:29 - cmdstanpy - INFO - Chain [1] start processing
14:19:29 - cmdstanpy - INFO - Chain [1] done processing
14:19:29 - cmdstanpy - INFO - Chain [1] start processing
14:19:29 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 928:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.305304    8.092391   50.427013
31 2025-08-31  28.963356    6.375866   51.270501
32 2025-09-30  28.632440    7.799569   50.543308
33 2025-10-31  28.290492    6.497622   49.476934
34 2025-11-30  27.959575    6.184724   49.761502
Forecast for South America and Product 929:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.461992    6.781250   52.262690
31 2025-08-31  28.746232    7.215216   53.290451
32 2025-09-30  28.053562    3.577067   49.829931
33 2025-10-31  27.337802    4.914968   49.614018
34 2025-11-30  26.645132    4.157439   50.653085
14:19:29 - cmdstanpy - INFO - Chain [1] start processing
14:19:29 - cmdstanpy - INFO - Chain [1] done processing
14:19:29 - cmdstanpy - INFO - Chain [1] start processing
14:19:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 930:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.775890   17.730841   61.283236
31 2025-08-31  39.909597   18.970683   61.073506
32 2025-09-30  40.038990   17.584849   60.649124
33 2025-10-31  40.172697   18.469078   61.932851
34 2025-11-30  40.302091   17.930668   61.408475
Forecast for South America and Product 931:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.805447   28.570530   75.678513
31 2025-08-31  52.266778   28.942564   75.637696
32 2025-09-30  52.713227   29.948869   73.627765
33 2025-10-31  53.174558   30.386969   75.753617
34 2025-11-30  53.621007   29.448528   77.851968
14:19:30 - cmdstanpy - INFO - Chain [1] start processing
14:19:30 - cmdstanpy - INFO - Chain [1] done processing
14:19:30 - cmdstanpy - INFO - Chain [1] start processing
14:19:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 932:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.454174    5.368440   50.235970
31 2025-08-31  27.010364    6.519894   47.802201
32 2025-09-30  26.580869    6.395176   47.297240
33 2025-10-31  26.137059    6.640006   47.974310
34 2025-11-30  25.707564    4.159028   46.247857
Forecast for South America and Product 933:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.024853   34.832475   73.156309
31 2025-08-31  53.555325   34.690497   73.787957
32 2025-09-30  54.068684   33.828020   71.339491
33 2025-10-31  54.599156   35.597398   75.515148
34 2025-11-30  55.112516   36.072420   75.477932
14:19:30 - cmdstanpy - INFO - Chain [1] start processing
14:19:30 - cmdstanpy - INFO - Chain [1] done processing
14:19:30 - cmdstanpy - INFO - Chain [1] start processing
14:19:30 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 934:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.197545   16.906311   53.745818
31 2025-08-31  34.811791   16.927287   53.906646
32 2025-09-30  34.438481   16.257035   51.643339
33 2025-10-31  34.052727   15.742920   52.963447
34 2025-11-30  33.679416   16.753278   52.954815
Forecast for South America and Product 935:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.048805   16.016643   54.580645
31 2025-08-31  35.953290   15.466805   54.007377
32 2025-09-30  35.860856   16.510365   54.305004
33 2025-10-31  35.765341   16.898807   55.753078
34 2025-11-30  35.672907   16.737685   54.757117
14:19:30 - cmdstanpy - INFO - Chain [1] start processing
14:19:30 - cmdstanpy - INFO - Chain [1] done processing
14:19:31 - cmdstanpy - INFO - Chain [1] start processing
14:19:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 936:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  60.446283   39.958477   80.540894
31 2025-08-31  61.384109   41.406608   81.491300
32 2025-09-30  62.291683   42.082543   84.189443
33 2025-10-31  63.229510   41.791670   84.098054
34 2025-11-30  64.137084   44.508257   84.772553
Forecast for South America and Product 937:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.532047   31.819928   74.926741
31 2025-08-31  54.255053   33.699030   75.867867
32 2025-09-30  54.954736   33.343114   76.667289
33 2025-10-31  55.677741   35.368290   77.154592
34 2025-11-30  56.377424   35.177923   77.627686
14:19:31 - cmdstanpy - INFO - Chain [1] start processing
14:19:31 - cmdstanpy - INFO - Chain [1] done processing
14:19:31 - cmdstanpy - INFO - Chain [1] start processing
14:19:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 938:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.185329   18.729360   61.534975
31 2025-08-31  38.721590   18.301294   59.638248
32 2025-09-30  38.272810   15.866881   59.254551
33 2025-10-31  37.809071   17.443132   59.058137
34 2025-11-30  37.360292   16.100004   56.524431
14:19:31 - cmdstanpy - INFO - Chain [1] start processing
14:19:31 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 939:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.718897   35.451882   55.792806
31 2025-08-31  46.351353   36.232787   56.005015
32 2025-09-30  46.963408   37.248583   57.294366
33 2025-10-31  47.595865   38.525268   56.597075
34 2025-11-30  48.207920   38.229589   58.300293
Forecast for South America and Product 940:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  29.230388    8.469949   48.356228
31 2025-08-31  28.450055    9.344852   49.581699
32 2025-09-30  27.694893    7.290620   47.814805
33 2025-10-31  26.914560    6.634960   47.201046
34 2025-11-30  26.159399    7.180670   47.480158
14:19:31 - cmdstanpy - INFO - Chain [1] start processing
14:19:31 - cmdstanpy - INFO - Chain [1] done processing
14:19:31 - cmdstanpy - INFO - Chain [1] start processing
14:19:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 941:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.691068   20.595040   63.495170
31 2025-08-31  42.965805   22.321839   62.839254
32 2025-09-30  43.231680   22.507435   63.154777
33 2025-10-31  43.506417   23.060859   62.810575
34 2025-11-30  43.772292   23.172219   64.798146
Forecast for South America and Product 942:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  53.266346   29.762318   77.501919
31 2025-08-31  53.569762   29.327200   77.265392
32 2025-09-30  53.863391   30.355638   79.126094
33 2025-10-31  54.166808   30.145956   79.202662
34 2025-11-30  54.460437   31.539488   78.127152
14:19:32 - cmdstanpy - INFO - Chain [1] start processing
14:19:32 - cmdstanpy - INFO - Chain [1] done processing
14:19:32 - cmdstanpy - INFO - Chain [1] start processing
14:19:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 943:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.401024   15.233555   62.650006
31 2025-08-31  38.322083   16.831789   60.949537
32 2025-09-30  38.245689   15.988465   60.814607
33 2025-10-31  38.166748   16.794846   59.880750
34 2025-11-30  38.090354   14.720449   59.591912
Forecast for South America and Product 944:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.926406   15.982320   52.725794
31 2025-08-31  34.782753   18.477945   53.180077
32 2025-09-30  34.643734   17.022859   52.313444
33 2025-10-31  34.500081   16.733250   52.500453
34 2025-11-30  34.361061   15.442055   50.981967
14:19:32 - cmdstanpy - INFO - Chain [1] start processing
14:19:32 - cmdstanpy - INFO - Chain [1] done processing
14:19:32 - cmdstanpy - INFO - Chain [1] start processing
14:19:32 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 945:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.226436    5.662499   35.264055
31 2025-08-31  20.548954    4.074760   35.265087
32 2025-09-30  19.893327    4.880954   34.853389
33 2025-10-31  19.215845    3.424735   34.191477
34 2025-11-30  18.560217    3.320780   33.305454
Forecast for South America and Product 946:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.055401    8.941438   53.272884
31 2025-08-31  30.787649    9.403224   53.330741
32 2025-09-30  30.528534    7.360757   53.882544
33 2025-10-31  30.260783    6.731300   51.475279
34 2025-11-30  30.001668    7.385398   51.971233
14:19:32 - cmdstanpy - INFO - Chain [1] start processing
14:19:32 - cmdstanpy - INFO - Chain [1] done processing
14:19:33 - cmdstanpy - INFO - Chain [1] start processing
14:19:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 947:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.427462    6.091858   48.620979
31 2025-08-31  26.711399    5.835793   47.927663
32 2025-09-30  26.018435    4.298413   46.002028
33 2025-10-31  25.302372    4.145802   46.575848
34 2025-11-30  24.609407    3.160171   45.771726
Forecast for South America and Product 948:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  33.428977    8.486738   55.917476
31 2025-08-31  33.000066    9.672595   54.809286
32 2025-09-30  32.584991    9.368328   55.832446
33 2025-10-31  32.156080    9.092535   53.414812
34 2025-11-30  31.741005    8.369342   55.839053
14:19:33 - cmdstanpy - INFO - Chain [1] start processing
14:19:33 - cmdstanpy - INFO - Chain [1] done processing
14:19:33 - cmdstanpy - INFO - Chain [1] start processing
14:19:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 949:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.324674   26.841508   68.091172
31 2025-08-31  46.782605   24.928405   67.579500
32 2025-09-30  47.225765   24.904884   68.045240
33 2025-10-31  47.683696   26.427486   67.582986
34 2025-11-30  48.126856   25.744235   70.915255
Forecast for South America and Product 950:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  46.215781   22.101177   69.955309
31 2025-08-31  46.441667   21.706448   70.758250
32 2025-09-30  46.660266   21.496871   71.382141
33 2025-10-31  46.886151   23.303605   71.362762
34 2025-11-30  47.104750   22.184388   69.784482
14:19:33 - cmdstanpy - INFO - Chain [1] start processing
14:19:33 - cmdstanpy - INFO - Chain [1] done processing
14:19:33 - cmdstanpy - INFO - Chain [1] start processing
14:19:33 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 951:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  52.650852   32.180084   71.559955
31 2025-08-31  53.212607   34.642548   71.147259
32 2025-09-30  53.756240   33.936501   73.737000
33 2025-10-31  54.317995   34.829061   73.262648
34 2025-11-30  54.861628   38.024062   74.086908
Forecast for South America and Product 952:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.366805   19.927855   54.281942
31 2025-08-31  37.117658   21.195258   55.274419
32 2025-09-30  36.876549   18.962996   52.572683
33 2025-10-31  36.627402   20.936712   53.308415
34 2025-11-30  36.386292   19.485379   52.847725
14:19:33 - cmdstanpy - INFO - Chain [1] start processing
14:19:33 - cmdstanpy - INFO - Chain [1] done processing
14:19:34 - cmdstanpy - INFO - Chain [1] start processing
14:19:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 953:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.928977   20.314988   50.119052
31 2025-08-31  34.917490   20.466979   49.244452
32 2025-09-30  34.906374   20.501933   49.824306
33 2025-10-31  34.894888   19.701262   50.718200
34 2025-11-30  34.883772   18.881743   48.021202
Forecast for South America and Product 954:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.547914   15.000474   54.812296
31 2025-08-31  34.139407   14.617814   52.350307
32 2025-09-30  33.744078   14.518216   54.567235
33 2025-10-31  33.335571   13.634973   53.343241
34 2025-11-30  32.940242   12.811322   53.234818
14:19:34 - cmdstanpy - INFO - Chain [1] start processing
14:19:34 - cmdstanpy - INFO - Chain [1] done processing
14:19:34 - cmdstanpy - INFO - Chain [1] start processing
14:19:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 955:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.955162   32.750966   64.458888
31 2025-08-31  49.282167   32.452519   65.215662
32 2025-09-30  49.598622   34.028884   66.808714
33 2025-10-31  49.925626   33.989641   64.900635
34 2025-11-30  50.242082   33.343563   66.216773
Forecast for South America and Product 956:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.604748   25.727081   61.197346
31 2025-08-31  43.748475   27.252070   61.459606
32 2025-09-30  43.887567   26.736513   60.383836
33 2025-10-31  44.031295   27.003339   60.621771
34 2025-11-30  44.170386   26.199973   61.033500
14:19:34 - cmdstanpy - INFO - Chain [1] start processing
14:19:34 - cmdstanpy - INFO - Chain [1] done processing
14:19:34 - cmdstanpy - INFO - Chain [1] start processing
14:19:34 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 957:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.200562   10.674738   59.110212
31 2025-08-31  33.742947    9.438534   57.774714
32 2025-09-30  33.300093    9.179286   58.421069
33 2025-10-31  32.842478    9.908369   56.365111
34 2025-11-30  32.399625    7.789274   56.342746
Forecast for South America and Product 958:
           ds       yhat  yhat_lower  yhat_upper
29 2025-07-31  37.278779   12.875798   59.125233
30 2025-08-31  37.000694   14.863476   59.695525
31 2025-09-30  36.731579   14.523052   60.417772
32 2025-10-31  36.453495   14.038001   58.520794
33 2025-11-30  36.184380   13.897077   60.262362
14:19:34 - cmdstanpy - INFO - Chain [1] start processing
14:19:35 - cmdstanpy - INFO - Chain [1] done processing
14:19:35 - cmdstanpy - INFO - Chain [1] start processing
14:19:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 959:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.190348   21.460676   53.042349
31 2025-08-31  38.487397   21.381001   56.386110
32 2025-09-30  38.774864   22.221587   55.338225
33 2025-10-31  39.071913   21.891928   55.988802
34 2025-11-30  39.359380   22.908372   55.301436
Forecast for South America and Product 960:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  24.497858    9.030669   39.402794
31 2025-08-31  23.715703    8.379355   39.652592
32 2025-09-30  22.958778    6.687505   39.538507
33 2025-10-31  22.176622    5.690332   38.817703
34 2025-11-30  21.419697    4.585669   37.226679
14:19:35 - cmdstanpy - INFO - Chain [1] start processing
14:19:35 - cmdstanpy - INFO - Chain [1] done processing
14:19:35 - cmdstanpy - INFO - Chain [1] start processing
14:19:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 961:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.220214    3.346289   51.030458
31 2025-08-31  26.701158    3.439042   51.468447
32 2025-09-30  26.198845    2.451816   50.724490
33 2025-10-31  25.679788    1.392952   50.007188
34 2025-11-30  25.177475    1.963815   47.729099
Forecast for South America and Product 962:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.951809   11.525470   43.095505
31 2025-08-31  27.618508   11.346942   43.579394
32 2025-09-30  27.295958   10.757037   43.436673
33 2025-10-31  26.962656   10.992805   41.948995
34 2025-11-30  26.640106   10.479071   41.743100
14:19:35 - cmdstanpy - INFO - Chain [1] start processing
14:19:35 - cmdstanpy - INFO - Chain [1] done processing
14:19:35 - cmdstanpy - INFO - Chain [1] start processing
14:19:35 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 963:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.418887   21.421411   60.071095
31 2025-08-31  41.799910   24.491100   61.127174
32 2025-09-30  42.168642   24.401738   61.873093
33 2025-10-31  42.549665   24.227446   61.105907
34 2025-11-30  42.918397   24.292807   61.768856
Forecast for South America and Product 964:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.889988   27.133319   58.865002
31 2025-08-31  42.083488   26.696754   57.992559
32 2025-09-30  42.270746   26.251410   58.309492
33 2025-10-31  42.464246   27.638142   58.580652
34 2025-11-30  42.651504   27.482202   58.586618
14:19:36 - cmdstanpy - INFO - Chain [1] start processing
14:19:36 - cmdstanpy - INFO - Chain [1] done processing
14:19:36 - cmdstanpy - INFO - Chain [1] start processing
14:19:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 965:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.717304   24.660058   59.749006
31 2025-08-31  42.648109   24.917014   61.388407
32 2025-09-30  42.581147   24.319274   59.884694
33 2025-10-31  42.511952   24.636383   59.844238
34 2025-11-30  42.444990   24.679114   61.454545
Forecast for South America and Product 966:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  55.182751   35.461370   76.266151
31 2025-08-31  56.254116   34.565545   76.095185
32 2025-09-30  57.290922   37.011608   78.566316
33 2025-10-31  58.362287   36.967779   79.032478
34 2025-11-30  59.399093   39.018787   80.803046
14:19:36 - cmdstanpy - INFO - Chain [1] start processing
14:19:36 - cmdstanpy - INFO - Chain [1] done processing
14:19:36 - cmdstanpy - INFO - Chain [1] start processing
14:19:36 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 967:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  40.876682   23.728612   57.616213
31 2025-08-31  40.909925   24.324737   57.516077
32 2025-09-30  40.942097   24.285678   57.806336
33 2025-10-31  40.975341   25.082324   58.600476
34 2025-11-30  41.007512   24.936874   58.276036
Forecast for South America and Product 968:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  50.860144   29.332922   74.864125
31 2025-08-31  51.374010   29.136835   72.939980
32 2025-09-30  51.871300   27.953024   73.870162
33 2025-10-31  52.385166   31.388698   75.256603
34 2025-11-30  52.882455   31.402607   73.782942
14:19:36 - cmdstanpy - INFO - Chain [1] start processing
14:19:36 - cmdstanpy - INFO - Chain [1] done processing
14:19:36 - cmdstanpy - INFO - Chain [1] start processing
14:19:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 969:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.843164   26.435793   51.612769
31 2025-08-31  38.930572   26.588005   52.119148
32 2025-09-30  39.015161   26.887707   52.090856
33 2025-10-31  39.102569   26.089957   52.883837
34 2025-11-30  39.187158   27.041447   52.157523
Forecast for South America and Product 970:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  30.997819    9.212359   55.431622
31 2025-08-31  30.580647    7.966533   54.299780
32 2025-09-30  30.176932    7.335950   52.463277
33 2025-10-31  29.759760    6.875295   52.809052
34 2025-11-30  29.356046    6.949425   50.650917
14:19:37 - cmdstanpy - INFO - Chain [1] start processing
14:19:37 - cmdstanpy - INFO - Chain [1] done processing
14:19:37 - cmdstanpy - INFO - Chain [1] start processing
14:19:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 971:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  42.129242   26.316664   56.952971
31 2025-08-31  42.534742   26.527317   58.564149
32 2025-09-30  42.927160   26.825533   58.105826
33 2025-10-31  43.332660   27.865912   59.086123
34 2025-11-30  43.725078   26.224292   59.598424
Forecast for South America and Product 972:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  38.924785   16.773940   60.050079
31 2025-08-31  38.909058   17.324082   60.449215
32 2025-09-30  38.893837   19.470354   60.017025
33 2025-10-31  38.878110   19.061821   59.484273
34 2025-11-30  38.862890   19.448997   58.734484
14:19:37 - cmdstanpy - INFO - Chain [1] start processing
14:19:37 - cmdstanpy - INFO - Chain [1] done processing
14:19:37 - cmdstanpy - INFO - Chain [1] start processing
14:19:37 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 973:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.970382   17.147571   57.695879
31 2025-08-31  37.956313   18.336055   56.522402
32 2025-09-30  37.942698   18.721486   56.189870
33 2025-10-31  37.928629   19.135253   58.170868
34 2025-11-30  37.915014   17.770208   58.071311
Forecast for South America and Product 974:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  23.449680    5.280204   41.652043
31 2025-08-31  22.772709    5.372081   40.450043
32 2025-09-30  22.117576    4.082134   40.608274
33 2025-10-31  21.440604    3.280620   40.710596
34 2025-11-30  20.785471    2.563735   40.116259
14:19:37 - cmdstanpy - INFO - Chain [1] start processing
14:19:37 - cmdstanpy - INFO - Chain [1] done processing
14:19:38 - cmdstanpy - INFO - Chain [1] start processing
14:19:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 975:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  39.847059   23.661234   55.276191
31 2025-08-31  39.885480   23.918244   56.973948
32 2025-09-30  39.922661   23.701294   55.361198
33 2025-10-31  39.961081   24.125126   56.323586
34 2025-11-30  39.998263   24.529951   56.504028
Forecast for South America and Product 976:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  27.643026   10.376985   44.620170
31 2025-08-31  27.211418   11.380664   45.002480
32 2025-09-30  26.793733    8.793160   45.291988
33 2025-10-31  26.362125    9.465950   44.490170
34 2025-11-30  25.944439    8.246258   43.850726
14:19:38 - cmdstanpy - INFO - Chain [1] start processing
14:19:38 - cmdstanpy - INFO - Chain [1] done processing
14:19:38 - cmdstanpy - INFO - Chain [1] start processing
14:19:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 977:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.413828   26.308077   60.238653
31 2025-08-31  43.697634   26.619801   60.845950
32 2025-09-30  43.972286   27.272639   62.625261
33 2025-10-31  44.256092   25.405322   61.476900
34 2025-11-30  44.530744   27.181853   61.466471
Forecast for South America and Product 978:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.116141   14.213227   51.225919
31 2025-08-31  31.860548   13.388105   48.973614
32 2025-09-30  31.613200   14.426433   49.855154
33 2025-10-31  31.357607   14.073946   49.837539
34 2025-11-30  31.110259   13.040031   49.251933
14:19:38 - cmdstanpy - INFO - Chain [1] start processing
14:19:38 - cmdstanpy - INFO - Chain [1] done processing
14:19:38 - cmdstanpy - INFO - Chain [1] start processing
14:19:38 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 979:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.551216   23.940038   63.632127
31 2025-08-31  43.557635   23.074557   63.593068
32 2025-09-30  43.563847   23.510338   63.616872
33 2025-10-31  43.570266   23.551861   64.956657
34 2025-11-30  43.576478   23.316286   63.138346
Forecast for South America and Product 980:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.318431   16.962688   53.240996
31 2025-08-31  34.860221   15.834198   53.519858
32 2025-09-30  34.416793   16.520573   53.511465
33 2025-10-31  33.958584   15.670446   52.118231
34 2025-11-30  33.515155   15.194343   51.732080
14:19:38 - cmdstanpy - INFO - Chain [1] start processing
14:19:39 - cmdstanpy - INFO - Chain [1] done processing
14:19:39 - cmdstanpy - INFO - Chain [1] start processing
14:19:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 981:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  48.039736   24.549228   71.050491
31 2025-08-31  48.235098   27.003728   71.533884
32 2025-09-30  48.424157   25.519785   72.384780
33 2025-10-31  48.619519   24.936367   69.883308
34 2025-11-30  48.808579   24.944961   71.097077
Forecast for South America and Product 982:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  51.007561   34.465636   68.679254
31 2025-08-31  51.492836   34.280564   68.874043
32 2025-09-30  51.962456   34.695606   69.680345
33 2025-10-31  52.447731   35.101179   70.023946
34 2025-11-30  52.917352   36.802220   71.118421
14:19:39 - cmdstanpy - INFO - Chain [1] start processing
14:19:39 - cmdstanpy - INFO - Chain [1] done processing
14:19:39 - cmdstanpy - INFO - Chain [1] start processing
14:19:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 983:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.737048   31.434608   66.307567
31 2025-08-31  47.983060   30.600911   65.814831
32 2025-09-30  48.221136   30.466515   66.998284
33 2025-10-31  48.467148   29.929582   65.856639
34 2025-11-30  48.705224   30.940580   67.107592
Forecast for South America and Product 984:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  45.712984   28.131786   64.404765
31 2025-08-31  45.835557   27.892542   63.779881
32 2025-09-30  45.954176   27.578661   63.300406
33 2025-10-31  46.076749   28.106603   65.281658
34 2025-11-30  46.195367   28.061593   62.644967
14:19:39 - cmdstanpy - INFO - Chain [1] start processing
14:19:39 - cmdstanpy - INFO - Chain [1] done processing
14:19:39 - cmdstanpy - INFO - Chain [1] start processing
14:19:39 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 985:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  47.737519   26.983956   68.671777
31 2025-08-31  47.936434   24.862315   69.508005
32 2025-09-30  48.128933   25.917329   70.094503
33 2025-10-31  48.327848   26.378282   70.574713
34 2025-11-30  48.520347   27.169428   72.035144
Forecast for South America and Product 986:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  54.497424   38.716480   69.730908
31 2025-08-31  54.970945   39.387752   71.827410
32 2025-09-30  55.429191   38.160912   71.587071
33 2025-10-31  55.902711   40.794673   71.728600
34 2025-11-30  56.360957   40.456135   73.080151
14:19:40 - cmdstanpy - INFO - Chain [1] start processing
14:19:40 - cmdstanpy - INFO - Chain [1] done processing
14:19:40 - cmdstanpy - INFO - Chain [1] start processing
14:19:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 987:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  41.803617   17.237790   67.630808
31 2025-08-31  41.560163   17.719736   65.836337
32 2025-09-30  41.324562   17.829183   64.871319
33 2025-10-31  41.081107   16.886621   63.269749
34 2025-11-30  40.845506   16.084216   66.649108
Forecast for South America and Product 988:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  32.026696   11.334995   53.796534
31 2025-08-31  31.481941   10.031913   52.209790
32 2025-09-30  30.954760    8.934743   51.383399
33 2025-10-31  30.410006    7.871452   52.017307
34 2025-11-30  29.882824    9.181442   49.346237
14:19:40 - cmdstanpy - INFO - Chain [1] start processing
14:19:40 - cmdstanpy - INFO - Chain [1] done processing
14:19:40 - cmdstanpy - INFO - Chain [1] start processing
14:19:40 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 989:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.179115   16.337205   52.484321
31 2025-08-31  34.010854   15.642545   52.810928
32 2025-09-30  33.848021   17.255698   51.537935
33 2025-10-31  33.679761   14.957459   52.043215
34 2025-11-30  33.516928   16.103920   50.435512
Forecast for South America and Product 990:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  37.664471   15.901813   60.032085
31 2025-08-31  37.383250   13.826916   59.311673
32 2025-09-30  37.111101   14.079604   60.421661
33 2025-10-31  36.829880   14.648396   59.168233
34 2025-11-30  36.557730   12.872420   59.575710
14:19:40 - cmdstanpy - INFO - Chain [1] start processing
14:19:40 - cmdstanpy - INFO - Chain [1] done processing
14:19:40 - cmdstanpy - INFO - Chain [1] start processing
14:19:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 991:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  36.362907   11.423154   59.376577
31 2025-08-31  36.147259   13.458045   60.446533
32 2025-09-30  35.938568   14.545138   58.874666
33 2025-10-31  35.722920   14.297281   60.818857
34 2025-11-30  35.514228   12.134201   59.031257
14:19:41 - cmdstanpy - INFO - Chain [1] start processing
14:19:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 992:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  64.366814   44.091763   87.127906
31 2025-08-31  65.532860   45.193570   87.497662
32 2025-09-30  66.661291   45.556288   88.237852
33 2025-10-31  67.827337   45.223372   88.924485
34 2025-11-30  68.955768   48.804954   90.391691
Forecast for South America and Product 993:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  22.315627    3.876085   41.406589
31 2025-08-31  21.768357    3.534448   41.311874
32 2025-09-30  21.238741    2.331809   41.791804
33 2025-10-31  20.691471    1.959054   38.975746
34 2025-11-30  20.161854    1.121734   38.657391
14:19:41 - cmdstanpy - INFO - Chain [1] start processing
14:19:41 - cmdstanpy - INFO - Chain [1] done processing
14:19:41 - cmdstanpy - INFO - Chain [1] start processing
14:19:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 994:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  35.503589   16.318923   56.613238
31 2025-08-31  35.226122   15.055359   55.836371
32 2025-09-30  34.957606   15.221529   54.550047
33 2025-10-31  34.680139   14.324578   55.627381
34 2025-11-30  34.411622   13.345767   53.373057
Forecast for South America and Product 995:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  34.774639   18.882051   51.980094
31 2025-08-31  34.618134   18.161978   50.800422
32 2025-09-30  34.466677   17.076199   50.598275
33 2025-10-31  34.310172   16.765340   51.203215
34 2025-11-30  34.158715   16.640783   50.044611
14:19:41 - cmdstanpy - INFO - Chain [1] start processing
14:19:41 - cmdstanpy - INFO - Chain [1] done processing
14:19:41 - cmdstanpy - INFO - Chain [1] start processing
14:19:41 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 996:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  44.163841   21.236989   65.989498
31 2025-08-31  44.477852   22.918308   66.426284
32 2025-09-30  44.781734   22.809457   68.073502
33 2025-10-31  45.095745   22.797096   66.971212
34 2025-11-30  45.399627   23.168597   67.317555
Forecast for South America and Product 997:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  31.003870   12.388946   49.327340
31 2025-08-31  30.675762   11.528481   48.158502
32 2025-09-30  30.358239   12.403814   49.789840
33 2025-10-31  30.030132   12.853129   47.605532
34 2025-11-30  29.712609   10.345637   48.580283
14:19:42 - cmdstanpy - INFO - Chain [1] start processing
14:19:42 - cmdstanpy - INFO - Chain [1] done processing
14:19:42 - cmdstanpy - INFO - Chain [1] start processing
14:19:42 - cmdstanpy - INFO - Chain [1] done processing
Forecast for South America and Product 998:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  43.446834   23.111330   64.693366
31 2025-08-31  43.291604   23.195654   63.986769
32 2025-09-30  43.141382   23.702347   64.044087
33 2025-10-31  42.986153   21.486941   63.777824
34 2025-11-30  42.835931   21.148683   63.900175
Forecast for South America and Product 999:
           ds       yhat  yhat_lower  yhat_upper
30 2025-07-31  21.183230    2.081657   40.770058
31 2025-08-31  20.207904    2.700332   40.336853
32 2025-09-30  19.264039    0.505507   38.640289
33 2025-10-31  18.288713   -0.676899   37.965340
34 2025-11-30  17.344849   -1.394872   36.106734
In [48]:
# Convert dictionary to a single DataFrame for export
forecast_list = []
for (country, product), forecast in forecast_dict.items():
    forecast['country'] = country
    forecast['product_id'] = product
    forecast_list.append(forecast)

# Concatenate all forecasts into one DataFrame
final_forecast_df = pd.concat(forecast_list)

# Save to Excel
final_forecast_df.to_excel('country_product_forecasts.xlsx', index=False)
In [52]:
from sklearn.metrics import mean_absolute_error, mean_squared_error
import numpy as np

# Dictionary to store accuracy metrics for each country and product
accuracy_dict = {}

# Loop through each country and product where forecasts already exist
for (country, product), forecast in forecast_dict.items():
    
    # Filter the data for the specific country and product again to get actual values
    country_product_data = country_sales[
        (country_sales['customer_location'] == country) & 
        (country_sales['product_id'] == product)
    ]
    
    # Prepare the prophet_data (ds = date, y = total_sales)
    prophet_data = country_product_data[['timestamp', 'total_sales']].rename(columns={'timestamp': 'ds', 'total_sales': 'y'})
    
    # Split the data into train and test sets (use 80% for training, 20% for testing)
    train_size = int(len(prophet_data) * 0.8)
    train_data = prophet_data[:train_size]
    test_data = prophet_data[train_size:]
    
    # Get the predictions for the test period from the existing forecast
    predicted_test = forecast[-len(test_data):]['yhat'].values  # Predictions for test period
    actual_test = test_data['y'].values  # Actual test values
    
    # Calculate accuracy metrics
    mae = mean_absolute_error(actual_test, predicted_test)
    mse = mean_squared_error(actual_test, predicted_test)
    mape = np.mean(np.abs((actual_test - predicted_test) / actual_test)) * 100
    
    # Store the accuracy metrics in a dictionary
    accuracy_dict[(country, product)] = {
        'MAE': mae,
        'MSE': mse,
        'MAPE': mape
    }
    
    # Print the accuracy for each country and product
    print(f"Accuracy for {country} and Product {product}:")
    print(f"MAE: {mae}, MSE: {mse}, MAPE: {mape:.2f}%")
Accuracy for Africa and Product 100:
MAE: 18.041913971328036, MSE: 407.39746230618067, MAPE: 91.37%
Accuracy for Africa and Product 101:
MAE: 10.476477073426455, MSE: 131.6727353838167, MAPE: 30.32%
Accuracy for Africa and Product 102:
MAE: 13.15276342995721, MSE: 205.56715430588324, MAPE: 45.45%
Accuracy for Africa and Product 103:
MAE: 10.006164879353982, MSE: 125.65933749745923, MAPE: 23.70%
Accuracy for Africa and Product 104:
MAE: 17.53665777043628, MSE: 365.57409437294444, MAPE: 57.86%
Accuracy for Africa and Product 105:
MAE: 13.646660814200038, MSE: 230.63406321268417, MAPE: 32.07%
Accuracy for Africa and Product 106:
MAE: 5.911193766638499, MSE: 63.64750669797488, MAPE: 18.85%
Accuracy for Africa and Product 107:
MAE: 17.555472758991375, MSE: 427.73551140809576, MAPE: 38.28%
Accuracy for Africa and Product 108:
MAE: 6.848833556124329, MSE: 67.80692630603463, MAPE: 24.68%
Accuracy for Africa and Product 109:
MAE: 3.5025182439866436, MSE: 36.649149186727854, MAPE: 16.70%
Accuracy for Africa and Product 110:
MAE: 17.48744656483318, MSE: 369.0630364994542, MAPE: 45.21%
Accuracy for Africa and Product 111:
MAE: 9.601521666841517, MSE: 189.79090014608434, MAPE: 26.08%
Accuracy for Africa and Product 112:
MAE: 12.118045545853533, MSE: 283.86474901799477, MAPE: 34.22%
Accuracy for Africa and Product 113:
MAE: 15.574373362764993, MSE: 364.81523088169365, MAPE: 39.33%
Accuracy for Africa and Product 114:
MAE: 16.175750143160997, MSE: 396.3631976524559, MAPE: 75.90%
Accuracy for Africa and Product 115:
MAE: 7.706216797043799, MSE: 87.1236681473788, MAPE: 29.74%
Accuracy for Africa and Product 116:
MAE: 13.231841001058166, MSE: 202.33107770240133, MAPE: 27.37%
Accuracy for Africa and Product 117:
MAE: 13.344273370716408, MSE: 358.87564955692676, MAPE: 48.68%
Accuracy for Africa and Product 118:
MAE: 9.94413454341052, MSE: 127.32364352296618, MAPE: 37.65%
Accuracy for Africa and Product 119:
MAE: 7.661986409181074, MSE: 92.40897944624051, MAPE: 17.96%
Accuracy for Africa and Product 120:
MAE: 17.939233282141114, MSE: 513.3403029189807, MAPE: 63.28%
Accuracy for Africa and Product 121:
MAE: 14.183618029650699, MSE: 411.8852470881675, MAPE: 25.24%
Accuracy for Africa and Product 122:
MAE: 20.93259550524823, MSE: 574.2930704779999, MAPE: 67.82%
Accuracy for Africa and Product 123:
MAE: 9.527560174941712, MSE: 173.34665631429584, MAPE: 30.56%
Accuracy for Africa and Product 124:
MAE: 17.51053778558337, MSE: 586.795006738306, MAPE: 36.35%
Accuracy for Africa and Product 125:
MAE: 10.87181271037254, MSE: 196.2402875885172, MAPE: 27.89%
Accuracy for Africa and Product 126:
MAE: 11.522528911195536, MSE: 170.35580404819913, MAPE: 28.71%
Accuracy for Africa and Product 127:
MAE: 9.84048798913924, MSE: 138.79550945904322, MAPE: 28.45%
Accuracy for Africa and Product 128:
MAE: 13.583148436792788, MSE: 221.52189766605733, MAPE: 66.20%
Accuracy for Africa and Product 129:
MAE: 8.940350846373494, MSE: 92.86001138035853, MAPE: 20.59%
Accuracy for Africa and Product 130:
MAE: 4.306303534427583, MSE: 23.412806265889834, MAPE: 12.04%
Accuracy for Africa and Product 131:
MAE: 21.05902988816232, MSE: 708.6507490105444, MAPE: 63.54%
Accuracy for Africa and Product 132:
MAE: 14.284388584168289, MSE: 278.8608407533498, MAPE: 28.59%
Accuracy for Africa and Product 133:
MAE: 21.42929619430725, MSE: 507.69955410728505, MAPE: 69.74%
Accuracy for Africa and Product 134:
MAE: 20.4000532446624, MSE: 557.1581656132263, MAPE: 73.44%
Accuracy for Africa and Product 135:
MAE: 6.7085815809797795, MSE: 57.480980901635135, MAPE: 25.02%
Accuracy for Africa and Product 136:
MAE: 10.679864619251585, MSE: 160.08434436255706, MAPE: 25.55%
Accuracy for Africa and Product 137:
MAE: 13.76516047881239, MSE: 234.6772192012842, MAPE: 54.21%
Accuracy for Africa and Product 138:
MAE: 7.6563268989033535, MSE: 75.17191463686382, MAPE: 22.98%
Accuracy for Africa and Product 139:
MAE: 10.997895506458189, MSE: 148.43924033755496, MAPE: 37.14%
Accuracy for Africa and Product 140:
MAE: 17.48754844766443, MSE: 569.3799779950521, MAPE: 41.71%
Accuracy for Africa and Product 141:
MAE: 19.91895650530858, MSE: 472.05716061864644, MAPE: 104.33%
Accuracy for Africa and Product 142:
MAE: 13.85765799237375, MSE: 322.1701078000956, MAPE: 218.14%
Accuracy for Africa and Product 143:
MAE: 17.490410839182733, MSE: 379.40630115913837, MAPE: 45.53%
Accuracy for Africa and Product 144:
MAE: 9.842238601680238, MSE: 122.44796617370439, MAPE: 25.79%
Accuracy for Africa and Product 145:
MAE: 23.079695577396933, MSE: 821.768852217514, MAPE: 169.84%
Accuracy for Africa and Product 146:
MAE: 9.649370333969348, MSE: 128.66223180454136, MAPE: 33.22%
Accuracy for Africa and Product 147:
MAE: 14.96645206052404, MSE: 320.5907244333866, MAPE: 67.18%
Accuracy for Africa and Product 148:
MAE: 15.090157653797927, MSE: 261.96963308222433, MAPE: 54.39%
Accuracy for Africa and Product 149:
MAE: 9.346420776161738, MSE: 94.62017315637775, MAPE: 27.34%
Accuracy for Africa and Product 150:
MAE: 8.908248539868534, MSE: 101.56414500593448, MAPE: 19.96%
Accuracy for Africa and Product 151:
MAE: 8.326751749123613, MSE: 171.95617178700792, MAPE: 28.95%
Accuracy for Africa and Product 152:
MAE: 13.019148470366298, MSE: 225.5547643019357, MAPE: 32.36%
Accuracy for Africa and Product 153:
MAE: 13.847820728071053, MSE: 244.93861238652693, MAPE: 33.67%
Accuracy for Africa and Product 154:
MAE: 6.874442434108625, MSE: 63.14389396990763, MAPE: 19.02%
Accuracy for Africa and Product 155:
MAE: 11.258465802470102, MSE: 177.77441739001014, MAPE: 47.65%
Accuracy for Africa and Product 156:
MAE: 14.460795041904527, MSE: 397.78705463379913, MAPE: 68.64%
Accuracy for Africa and Product 157:
MAE: 14.625364035894666, MSE: 312.85930527368475, MAPE: 61.22%
Accuracy for Africa and Product 158:
MAE: 17.15052292736147, MSE: 384.67202852793054, MAPE: 40.57%
Accuracy for Africa and Product 159:
MAE: 8.992482631804231, MSE: 108.60967701893324, MAPE: 23.13%
Accuracy for Africa and Product 160:
MAE: 8.15800919622691, MSE: 92.31122589486952, MAPE: 27.02%
Accuracy for Africa and Product 161:
MAE: 17.50749990105363, MSE: 398.8015371529901, MAPE: 80.37%
Accuracy for Africa and Product 162:
MAE: 10.032322078290845, MSE: 117.31335432431135, MAPE: 21.12%
Accuracy for Africa and Product 163:
MAE: 8.291159710399434, MSE: 80.45378814026894, MAPE: 24.47%
Accuracy for Africa and Product 164:
MAE: 13.651505813110841, MSE: 260.85022008390445, MAPE: 43.43%
Accuracy for Africa and Product 165:
MAE: 17.531495224881606, MSE: 493.15996070232677, MAPE: 34.34%
Accuracy for Africa and Product 166:
MAE: 7.46073619206433, MSE: 73.67442203016006, MAPE: 19.78%
Accuracy for Africa and Product 167:
MAE: 14.02820744665155, MSE: 289.38823239397414, MAPE: 55.07%
Accuracy for Africa and Product 168:
MAE: 8.440152317970991, MSE: 165.08604896286022, MAPE: 25.33%
Accuracy for Africa and Product 169:
MAE: 10.347513444738173, MSE: 137.6534012418004, MAPE: 38.91%
Accuracy for Africa and Product 170:
MAE: 8.188106583572516, MSE: 97.10418678917574, MAPE: 26.15%
Accuracy for Africa and Product 171:
MAE: 16.977250263991028, MSE: 362.85012451435216, MAPE: 52.73%
Accuracy for Africa and Product 172:
MAE: 14.225326262408478, MSE: 253.52209144084105, MAPE: 33.78%
Accuracy for Africa and Product 173:
MAE: 8.07276589734005, MSE: 87.8111710678467, MAPE: 30.77%
Accuracy for Africa and Product 174:
MAE: 14.141558190894091, MSE: 254.5736646292712, MAPE: 37.34%
Accuracy for Africa and Product 175:
MAE: 14.233912794907848, MSE: 362.4000556726159, MAPE: 33.64%
Accuracy for Africa and Product 176:
MAE: 19.873364534734502, MSE: 549.3226051604792, MAPE: 787.28%
Accuracy for Africa and Product 177:
MAE: 12.65801133484059, MSE: 243.48240765575437, MAPE: 27.99%
Accuracy for Africa and Product 178:
MAE: 19.58986355107271, MSE: 626.9973798989353, MAPE: 157.21%
Accuracy for Africa and Product 179:
MAE: 8.896781146788884, MSE: 85.96898577358061, MAPE: 29.87%
Accuracy for Africa and Product 180:
MAE: 8.183467867081712, MSE: 77.01056613546237, MAPE: 24.39%
Accuracy for Africa and Product 181:
MAE: 13.477306597419547, MSE: 212.70001770771728, MAPE: 46.51%
Accuracy for Africa and Product 182:
MAE: 10.24418963447866, MSE: 177.59532863181101, MAPE: 48.80%
Accuracy for Africa and Product 183:
MAE: 9.259468264269533, MSE: 171.49818497619455, MAPE: 25.31%
Accuracy for Africa and Product 184:
MAE: 12.740765995580256, MSE: 235.92340713753197, MAPE: 54.34%
Accuracy for Africa and Product 185:
MAE: 4.932782262413537, MSE: 33.81653959065728, MAPE: 10.46%
Accuracy for Africa and Product 186:
MAE: 8.500602335051761, MSE: 82.75235874533193, MAPE: 18.35%
Accuracy for Africa and Product 187:
MAE: 16.211577536511935, MSE: 351.65064074463163, MAPE: 34.99%
Accuracy for Africa and Product 188:
MAE: 6.315472998027642, MSE: 73.03982090447815, MAPE: 22.60%
Accuracy for Africa and Product 189:
MAE: 15.352871814536801, MSE: 361.40473762728396, MAPE: 51.44%
Accuracy for Africa and Product 190:
MAE: 13.943038782651138, MSE: 233.33308914392373, MAPE: 55.67%
Accuracy for Africa and Product 191:
MAE: 10.18839327875601, MSE: 142.40803309440577, MAPE: 24.37%
Accuracy for Africa and Product 192:
MAE: 13.202634202416466, MSE: 228.9097395195745, MAPE: 38.09%
Accuracy for Africa and Product 193:
MAE: 21.02267523600697, MSE: 621.7627423218082, MAPE: 105.54%
Accuracy for Africa and Product 194:
MAE: 10.15425765146902, MSE: 330.3953604852633, MAPE: 16.36%
Accuracy for Africa and Product 195:
MAE: 11.52793923593433, MSE: 167.68038173368362, MAPE: 35.97%
Accuracy for Africa and Product 196:
MAE: 12.9090562037948, MSE: 213.89853925389716, MAPE: 36.63%
Accuracy for Africa and Product 197:
MAE: 26.806773091067033, MSE: 1372.8786595513461, MAPE: 93.01%
Accuracy for Africa and Product 198:
MAE: 10.936630338544898, MSE: 170.4021398136235, MAPE: 30.32%
Accuracy for Africa and Product 199:
MAE: 11.547937222073937, MSE: 206.62792063845245, MAPE: 49.34%
Accuracy for Africa and Product 200:
MAE: 10.093958493050526, MSE: 169.76987269989485, MAPE: 57.91%
Accuracy for Africa and Product 201:
MAE: 13.10848986417127, MSE: 211.23518479980697, MAPE: 42.70%
Accuracy for Africa and Product 202:
MAE: 25.36467704195511, MSE: 786.2228762302022, MAPE: 69.68%
Accuracy for Africa and Product 203:
MAE: 16.319783766911165, MSE: 344.66387826112737, MAPE: 58.73%
Accuracy for Africa and Product 204:
MAE: 13.391856847403853, MSE: 409.84974900313375, MAPE: 25.33%
Accuracy for Africa and Product 205:
MAE: 18.342295030130035, MSE: 369.2036378624189, MAPE: 87.64%
Accuracy for Africa and Product 206:
MAE: 14.057446859130561, MSE: 334.96902480823644, MAPE: 142.62%
Accuracy for Africa and Product 207:
MAE: 12.304574009618028, MSE: 257.5809693681778, MAPE: 43.92%
Accuracy for Africa and Product 208:
MAE: 16.754593077381525, MSE: 422.87504476917786, MAPE: 53.71%
Accuracy for Africa and Product 209:
MAE: 27.83100390938107, MSE: 975.0547084738266, MAPE: 150.21%
Accuracy for Africa and Product 210:
MAE: 22.572557706485163, MSE: 724.1073153243718, MAPE: 102.78%
Accuracy for Africa and Product 211:
MAE: 11.465280085275936, MSE: 184.03471885866094, MAPE: 26.69%
Accuracy for Africa and Product 212:
MAE: 12.763808449630877, MSE: 304.93585188102446, MAPE: 25.15%
Accuracy for Africa and Product 213:
MAE: 13.970576432948826, MSE: 489.3058915760319, MAPE: 19.22%
Accuracy for Africa and Product 214:
MAE: 12.969140343659614, MSE: 222.09097339931054, MAPE: 56.74%
Accuracy for Africa and Product 215:
MAE: 10.302074492158543, MSE: 159.2996513640362, MAPE: 32.06%
Accuracy for Africa and Product 216:
MAE: 20.29094617406193, MSE: 438.62344905972503, MAPE: 69.97%
Accuracy for Africa and Product 217:
MAE: 17.053811548839416, MSE: 349.5579194284417, MAPE: 62.17%
Accuracy for Africa and Product 218:
MAE: 15.831756500340465, MSE: 530.6168477337717, MAPE: 48.48%
Accuracy for Africa and Product 219:
MAE: 8.031248590712114, MSE: 112.07189455968913, MAPE: 32.32%
Accuracy for Africa and Product 220:
MAE: 10.951353585482792, MSE: 179.6753353880475, MAPE: 41.48%
Accuracy for Africa and Product 221:
MAE: 17.2531096832571, MSE: 335.1624658176938, MAPE: 83.33%
Accuracy for Africa and Product 222:
MAE: 21.904768401912083, MSE: 573.5513499468451, MAPE: 70.18%
Accuracy for Africa and Product 223:
MAE: 10.124015350365614, MSE: 149.1346496445545, MAPE: 33.96%
Accuracy for Africa and Product 224:
MAE: 12.05079463467239, MSE: 232.6954084665371, MAPE: 26.12%
Accuracy for Africa and Product 225:
MAE: 8.59064846296307, MSE: 120.03361316291178, MAPE: 21.77%
Accuracy for Africa and Product 226:
MAE: 10.198948517101687, MSE: 128.86064624362274, MAPE: 31.73%
Accuracy for Africa and Product 227:
MAE: 8.26109143278546, MSE: 86.95919532910798, MAPE: 29.98%
Accuracy for Africa and Product 228:
MAE: 15.641251392897143, MSE: 341.4300443940873, MAPE: 35.05%
Accuracy for Africa and Product 229:
MAE: 13.678413626554189, MSE: 226.367583668285, MAPE: 35.56%
Accuracy for Africa and Product 230:
MAE: 18.775226559560622, MSE: 474.23517587116584, MAPE: 60.11%
Accuracy for Africa and Product 231:
MAE: 9.723304329713354, MSE: 134.89856101918159, MAPE: 37.36%
Accuracy for Africa and Product 232:
MAE: 8.568311708662735, MSE: 89.40723820463074, MAPE: 23.18%
Accuracy for Africa and Product 233:
MAE: 9.441754241650376, MSE: 131.46416916391925, MAPE: 25.34%
Accuracy for Africa and Product 234:
MAE: 8.145085648587315, MSE: 104.63946508612344, MAPE: 22.64%
Accuracy for Africa and Product 235:
MAE: 8.969315896174422, MSE: 96.38375347931705, MAPE: 42.00%
Accuracy for Africa and Product 236:
MAE: 11.33737726104534, MSE: 255.89703050650692, MAPE: 28.40%
Accuracy for Africa and Product 237:
MAE: 11.923408504416226, MSE: 242.30643896944397, MAPE: 25.27%
Accuracy for Africa and Product 238:
MAE: 9.613032603167346, MSE: 246.48131581371726, MAPE: 20.02%
Accuracy for Africa and Product 239:
MAE: 10.784311918143796, MSE: 169.27105902379967, MAPE: 29.32%
Accuracy for Africa and Product 240:
MAE: 18.74996046343218, MSE: 407.4680275051827, MAPE: 60.91%
Accuracy for Africa and Product 241:
MAE: 12.304803040846652, MSE: 287.51462312945216, MAPE: 35.95%
Accuracy for Africa and Product 242:
MAE: 9.44817936805337, MSE: 144.17181804074454, MAPE: 46.73%
Accuracy for Africa and Product 243:
MAE: 14.318790152078018, MSE: 283.25415901444796, MAPE: 50.15%
Accuracy for Africa and Product 244:
MAE: 16.71406404174855, MSE: 335.39949245220384, MAPE: 35.86%
Accuracy for Africa and Product 245:
MAE: 16.23177943406361, MSE: 319.1920838565321, MAPE: 56.17%
Accuracy for Africa and Product 246:
MAE: 9.711716111749391, MSE: 120.45236768843526, MAPE: 25.83%
Accuracy for Africa and Product 247:
MAE: 9.804643926290147, MSE: 136.25191746427078, MAPE: 38.06%
Accuracy for Africa and Product 248:
MAE: 12.044202420427355, MSE: 180.9634203715061, MAPE: 33.90%
Accuracy for Africa and Product 249:
MAE: 19.297737929088818, MSE: 433.70347785968687, MAPE: 35.39%
Accuracy for Africa and Product 250:
MAE: 16.879689484983665, MSE: 327.15747196136743, MAPE: 44.11%
Accuracy for Africa and Product 251:
MAE: 18.14896626961029, MSE: 408.9549498722646, MAPE: 50.68%
Accuracy for Africa and Product 252:
MAE: 15.85167483827965, MSE: 256.14832533055284, MAPE: 40.82%
Accuracy for Africa and Product 253:
MAE: 17.2084848972414, MSE: 459.2703875544439, MAPE: 48.28%
Accuracy for Africa and Product 254:
MAE: 7.913416125872551, MSE: 86.9779166822577, MAPE: 22.55%
Accuracy for Africa and Product 255:
MAE: 22.238557956559667, MSE: 531.6333379668862, MAPE: 365.06%
Accuracy for Africa and Product 256:
MAE: 16.806579890189578, MSE: 317.4468356083845, MAPE: 34.17%
Accuracy for Africa and Product 257:
MAE: 14.64896190155721, MSE: 268.5103103087621, MAPE: 41.61%
Accuracy for Africa and Product 258:
MAE: 8.95022567785053, MSE: 116.1971217962187, MAPE: 35.23%
Accuracy for Africa and Product 259:
MAE: 10.407730244476957, MSE: 173.28321979316092, MAPE: 47.87%
Accuracy for Africa and Product 260:
MAE: 13.108987243523103, MSE: 339.09057998872004, MAPE: 104.39%
Accuracy for Africa and Product 261:
MAE: 27.111065895459262, MSE: 946.309017742793, MAPE: 123.29%
Accuracy for Africa and Product 262:
MAE: 11.008150226378547, MSE: 177.31157818544617, MAPE: 30.88%
Accuracy for Africa and Product 263:
MAE: 20.738473045329666, MSE: 537.2209942756072, MAPE: 50.58%
Accuracy for Africa and Product 264:
MAE: 13.875819622683778, MSE: 293.2789710743979, MAPE: 34.45%
Accuracy for Africa and Product 265:
MAE: 18.968392766409625, MSE: 407.2834302972293, MAPE: 73.05%
Accuracy for Africa and Product 266:
MAE: 4.955346969140933, MSE: 51.309556447685324, MAPE: 9.41%
Accuracy for Africa and Product 267:
MAE: 9.251231661799132, MSE: 140.6917748845844, MAPE: 36.55%
Accuracy for Africa and Product 268:
MAE: 10.365140413644784, MSE: 108.60396554797846, MAPE: 22.54%
Accuracy for Africa and Product 269:
MAE: 7.861715209918641, MSE: 67.68252943211465, MAPE: 21.71%
Accuracy for Africa and Product 270:
MAE: 13.962882771415263, MSE: 236.40811937742538, MAPE: 35.16%
Accuracy for Africa and Product 271:
MAE: 20.248139457075943, MSE: 507.802011568133, MAPE: 71.94%
Accuracy for Africa and Product 272:
MAE: 10.515600122875613, MSE: 229.85648784330837, MAPE: 31.25%
Accuracy for Africa and Product 273:
MAE: 15.601272273018475, MSE: 288.7388542189758, MAPE: 60.89%
Accuracy for Africa and Product 274:
MAE: 12.250969597357345, MSE: 180.50420997917166, MAPE: 37.08%
Accuracy for Africa and Product 275:
MAE: 6.8393295641708844, MSE: 61.64650989081166, MAPE: 33.36%
Accuracy for Africa and Product 276:
MAE: 12.554203044215138, MSE: 394.995845303708, MAPE: 150.95%
Accuracy for Africa and Product 277:
MAE: 12.70734504239708, MSE: 275.99611457123854, MAPE: 48.55%
Accuracy for Africa and Product 278:
MAE: 11.31592231827201, MSE: 165.3636892439251, MAPE: 27.35%
Accuracy for Africa and Product 279:
MAE: 14.986094258908832, MSE: 342.7968809863103, MAPE: 36.27%
Accuracy for Africa and Product 280:
MAE: 7.353686780107678, MSE: 76.25682024540697, MAPE: 25.22%
Accuracy for Africa and Product 281:
MAE: 11.959177860139144, MSE: 163.41678710872787, MAPE: 47.41%
Accuracy for Africa and Product 282:
MAE: 14.166385214530326, MSE: 339.555268950303, MAPE: 42.95%
Accuracy for Africa and Product 283:
MAE: 15.571933453491699, MSE: 429.40702971330455, MAPE: 122.73%
Accuracy for Africa and Product 284:
MAE: 8.911878872644849, MSE: 98.79873590373138, MAPE: 27.20%
Accuracy for Africa and Product 285:
MAE: 10.635187837805994, MSE: 164.44444905933852, MAPE: 22.54%
Accuracy for Africa and Product 286:
MAE: 7.799752043558636, MSE: 118.47561252210365, MAPE: 24.67%
Accuracy for Africa and Product 287:
MAE: 10.582160035570363, MSE: 137.956755960005, MAPE: 36.37%
Accuracy for Africa and Product 288:
MAE: 16.380169189456556, MSE: 433.35713579800705, MAPE: 43.55%
Accuracy for Africa and Product 289:
MAE: 18.792117717499544, MSE: 399.15530642441195, MAPE: 58.43%
Accuracy for Africa and Product 290:
MAE: 13.875602766822078, MSE: 293.17771145652887, MAPE: 33.46%
Accuracy for Africa and Product 291:
MAE: 9.503724254491441, MSE: 119.44562619392464, MAPE: 36.52%
Accuracy for Africa and Product 292:
MAE: 26.766410276280055, MSE: 1018.7361687223117, MAPE: 114.23%
Accuracy for Africa and Product 293:
MAE: 15.544397962059131, MSE: 354.8409390177103, MAPE: 32.39%
Accuracy for Africa and Product 294:
MAE: 11.831497998865277, MSE: 191.2244755945856, MAPE: 29.27%
Accuracy for Africa and Product 295:
MAE: 20.366160795969176, MSE: 554.888473947278, MAPE: 142.48%
Accuracy for Africa and Product 296:
MAE: 9.095818620134555, MSE: 126.12009636145203, MAPE: 24.08%
Accuracy for Africa and Product 297:
MAE: 17.57986537776189, MSE: 488.3782590028753, MAPE: 41.25%
Accuracy for Africa and Product 298:
MAE: 9.525492706438794, MSE: 173.9708126324639, MAPE: 15.54%
Accuracy for Africa and Product 299:
MAE: 18.276698046746418, MSE: 493.2253625320189, MAPE: 69.69%
Accuracy for Africa and Product 300:
MAE: 9.398863827860819, MSE: 134.59947048319356, MAPE: 25.52%
Accuracy for Africa and Product 301:
MAE: 25.255419099376976, MSE: 782.0766970040766, MAPE: 150.58%
Accuracy for Africa and Product 302:
MAE: 2.7039112627641186, MSE: 13.197427743440324, MAPE: 6.86%
Accuracy for Africa and Product 303:
MAE: 14.10572723208366, MSE: 240.06205838099945, MAPE: 77.00%
Accuracy for Africa and Product 304:
MAE: 19.927912642862335, MSE: 411.33863463913906, MAPE: 206.28%
Accuracy for Africa and Product 305:
MAE: 5.188928526701908, MSE: 35.759328179814375, MAPE: 11.11%
Accuracy for Africa and Product 306:
MAE: 7.557190287518537, MSE: 113.98445919329386, MAPE: 32.18%
Accuracy for Africa and Product 307:
MAE: 19.21800314597767, MSE: 572.8196949760882, MAPE: 90.02%
Accuracy for Africa and Product 308:
MAE: 15.591830016226197, MSE: 411.85207123999135, MAPE: 102.29%
Accuracy for Africa and Product 309:
MAE: 12.801492463675936, MSE: 298.69378538463263, MAPE: 48.50%
Accuracy for Africa and Product 310:
MAE: 10.753032864391617, MSE: 158.1775205515643, MAPE: 36.17%
Accuracy for Africa and Product 311:
MAE: 10.55553307554385, MSE: 269.7106079191272, MAPE: 22.33%
Accuracy for Africa and Product 312:
MAE: 9.871727068292877, MSE: 119.94273972904591, MAPE: 21.68%
Accuracy for Africa and Product 313:
MAE: 15.325309760433914, MSE: 355.0956407370201, MAPE: 36.63%
Accuracy for Africa and Product 314:
MAE: 11.256871121510695, MSE: 461.330345274313, MAPE: 18.23%
Accuracy for Africa and Product 315:
MAE: 6.4186422783758825, MSE: 72.3266162960497, MAPE: 27.26%
Accuracy for Africa and Product 316:
MAE: 16.67536383310067, MSE: 368.4439332711611, MAPE: 51.32%
Accuracy for Africa and Product 317:
MAE: 16.76376593269258, MSE: 484.8609763821238, MAPE: 94.23%
Accuracy for Africa and Product 318:
MAE: 16.49308546396066, MSE: 343.4564404686538, MAPE: 38.59%
Accuracy for Africa and Product 319:
MAE: 19.43922005091158, MSE: 483.3562997599902, MAPE: 46.79%
Accuracy for Africa and Product 320:
MAE: 20.37386853756881, MSE: 664.2533164187919, MAPE: 40.02%
Accuracy for Africa and Product 321:
MAE: 12.43995888895136, MSE: 197.59852323014746, MAPE: 25.98%
Accuracy for Africa and Product 322:
MAE: 19.446745614494535, MSE: 572.3892154674911, MAPE: 66.27%
Accuracy for Africa and Product 323:
MAE: 14.310578802027354, MSE: 267.6045094718105, MAPE: 36.54%
Accuracy for Africa and Product 324:
MAE: 15.816577038494685, MSE: 381.5070014572996, MAPE: 34.66%
Accuracy for Africa and Product 325:
MAE: 7.459111738571404, MSE: 90.46793946238527, MAPE: 18.69%
Accuracy for Africa and Product 326:
MAE: 18.76236037566586, MSE: 474.8173858153894, MAPE: 98.05%
Accuracy for Africa and Product 327:
MAE: 10.974811956150637, MSE: 181.94829353170803, MAPE: 28.82%
Accuracy for Africa and Product 328:
MAE: 8.843189444180698, MSE: 103.49329162290364, MAPE: 17.91%
Accuracy for Africa and Product 329:
MAE: 16.34196272378849, MSE: 697.4919162330822, MAPE: 41.15%
Accuracy for Africa and Product 330:
MAE: 5.142963987317176, MSE: 46.56960603501466, MAPE: 13.85%
Accuracy for Africa and Product 331:
MAE: 13.420203700740245, MSE: 267.10422209780086, MAPE: 32.86%
Accuracy for Africa and Product 332:
MAE: 15.256909241837935, MSE: 291.1940106804519, MAPE: 40.93%
Accuracy for Africa and Product 333:
MAE: 12.394132298571254, MSE: 202.88434999687328, MAPE: 50.11%
Accuracy for Africa and Product 334:
MAE: 16.10308544203814, MSE: 439.2552773438698, MAPE: 48.88%
Accuracy for Africa and Product 335:
MAE: 16.607898545076132, MSE: 351.50184483474493, MAPE: 36.13%
Accuracy for Africa and Product 336:
MAE: 10.987978403205869, MSE: 188.9935014151034, MAPE: 25.00%
Accuracy for Africa and Product 337:
MAE: 18.52699900503439, MSE: 418.9162067129975, MAPE: 40.27%
Accuracy for Africa and Product 338:
MAE: 17.457761165406243, MSE: 382.5312857014279, MAPE: 48.47%
Accuracy for Africa and Product 339:
MAE: 13.352790347540068, MSE: 387.9471160958372, MAPE: 44.63%
Accuracy for Africa and Product 340:
MAE: 17.135200330027345, MSE: 490.33554787916455, MAPE: 42.36%
Accuracy for Africa and Product 341:
MAE: 19.986845602896057, MSE: 459.4254750316848, MAPE: 59.90%
Accuracy for Africa and Product 342:
MAE: 7.571137040423158, MSE: 59.2295533792509, MAPE: 28.76%
Accuracy for Africa and Product 343:
MAE: 10.900189203077566, MSE: 148.12175290575777, MAPE: 28.23%
Accuracy for Africa and Product 344:
MAE: 10.763806475406275, MSE: 161.67143207173362, MAPE: 44.69%
Accuracy for Africa and Product 345:
MAE: 19.467484562122007, MSE: 485.9854549596512, MAPE: 45.92%
Accuracy for Africa and Product 346:
MAE: 12.426555576944661, MSE: 223.97985554354426, MAPE: 28.83%
Accuracy for Africa and Product 347:
MAE: 12.95387529751506, MSE: 212.7336996457885, MAPE: 35.20%
Accuracy for Africa and Product 348:
MAE: 9.138293113935037, MSE: 134.92463527449803, MAPE: 27.15%
Accuracy for Africa and Product 349:
MAE: 13.126070383148754, MSE: 199.68487693119104, MAPE: 42.18%
Accuracy for Africa and Product 350:
MAE: 9.421074102557185, MSE: 157.62176745806647, MAPE: 27.10%
Accuracy for Africa and Product 351:
MAE: 10.170468307974684, MSE: 141.23636054213642, MAPE: 37.78%
Accuracy for Africa and Product 352:
MAE: 9.848625980312374, MSE: 169.1078895329271, MAPE: 49.46%
Accuracy for Africa and Product 353:
MAE: 15.385088926585004, MSE: 298.62091281239293, MAPE: 44.83%
Accuracy for Africa and Product 354:
MAE: 8.529827892433955, MSE: 124.99985525405927, MAPE: 18.51%
Accuracy for Africa and Product 355:
MAE: 13.0559092716944, MSE: 227.45612173289592, MAPE: 40.82%
Accuracy for Africa and Product 356:
MAE: 17.874840365129035, MSE: 388.66937008847265, MAPE: 65.24%
Accuracy for Africa and Product 357:
MAE: 12.020214249658084, MSE: 147.51703037982267, MAPE: 29.96%
Accuracy for Africa and Product 358:
MAE: 15.762964222848689, MSE: 358.2564689135491, MAPE: 46.05%
Accuracy for Africa and Product 359:
MAE: 12.564535394849099, MSE: 291.2495283748243, MAPE: 27.71%
Accuracy for Africa and Product 360:
MAE: 11.146940594842842, MSE: 264.9471692999755, MAPE: 54.36%
Accuracy for Africa and Product 361:
MAE: 7.961184292364663, MSE: 81.813607378807, MAPE: 22.37%
Accuracy for Africa and Product 362:
MAE: 7.540546557858789, MSE: 98.8930436536853, MAPE: 23.59%
Accuracy for Africa and Product 363:
MAE: 9.134165794867561, MSE: 167.22282570816, MAPE: 20.37%
Accuracy for Africa and Product 364:
MAE: 15.588745021287547, MSE: 279.45519356948785, MAPE: 63.68%
Accuracy for Africa and Product 365:
MAE: 4.647721619184268, MSE: 29.25426204325717, MAPE: 14.97%
Accuracy for Africa and Product 366:
MAE: 17.505190210513213, MSE: 456.5657469435176, MAPE: 46.92%
Accuracy for Africa and Product 367:
MAE: 10.081313264329705, MSE: 131.77881426285495, MAPE: 30.28%
Accuracy for Africa and Product 368:
MAE: 6.028111287459452, MSE: 85.22403521766805, MAPE: 15.03%
Accuracy for Africa and Product 369:
MAE: 13.877996208838553, MSE: 290.6366060135582, MAPE: 38.60%
Accuracy for Africa and Product 370:
MAE: 20.380992340997942, MSE: 609.9055120684366, MAPE: 50.18%
Accuracy for Africa and Product 371:
MAE: 10.672180775707243, MSE: 175.58368285003434, MAPE: 36.47%
Accuracy for Africa and Product 372:
MAE: 13.555317139076692, MSE: 283.55316903130085, MAPE: 32.33%
Accuracy for Africa and Product 373:
MAE: 13.992457540549704, MSE: 243.9857764876662, MAPE: 35.39%
Accuracy for Africa and Product 374:
MAE: 5.82323623027556, MSE: 36.06863199453055, MAPE: 12.83%
Accuracy for Africa and Product 375:
MAE: 6.950052280905406, MSE: 58.811260673151914, MAPE: 32.95%
Accuracy for Africa and Product 376:
MAE: 7.223407205794908, MSE: 74.32434132540571, MAPE: 16.99%
Accuracy for Africa and Product 377:
MAE: 10.100700437795052, MSE: 189.12066483588026, MAPE: 24.28%
Accuracy for Africa and Product 378:
MAE: 7.787746552348312, MSE: 81.88670150508521, MAPE: 28.06%
Accuracy for Africa and Product 379:
MAE: 4.687919556987927, MSE: 38.22319666844967, MAPE: 18.11%
Accuracy for Africa and Product 380:
MAE: 23.497190079066225, MSE: 965.3792003954483, MAPE: 46.01%
Accuracy for Africa and Product 381:
MAE: 5.706706210139112, MSE: 52.39072946074508, MAPE: 12.26%
Accuracy for Africa and Product 382:
MAE: 8.302495888523577, MSE: 77.68960078172958, MAPE: 23.81%
Accuracy for Africa and Product 383:
MAE: 19.8830262673305, MSE: 419.85012198222165, MAPE: 53.11%
Accuracy for Africa and Product 384:
MAE: 12.754788646522702, MSE: 259.9455747685868, MAPE: 53.54%
Accuracy for Africa and Product 385:
MAE: 8.868066189186823, MSE: 132.0913837196187, MAPE: 22.53%
Accuracy for Africa and Product 386:
MAE: 10.177338133872574, MSE: 196.9260434760293, MAPE: 23.02%
Accuracy for Africa and Product 387:
MAE: 20.636519342044704, MSE: 822.9344767662449, MAPE: 163.06%
Accuracy for Africa and Product 388:
MAE: 21.68067987420094, MSE: 535.6443663857755, MAPE: 84.27%
Accuracy for Africa and Product 389:
MAE: 10.386280091771422, MSE: 168.56314086481171, MAPE: 44.78%
Accuracy for Africa and Product 390:
MAE: 15.001033811141237, MSE: 337.83843688073904, MAPE: 92.88%
Accuracy for Africa and Product 391:
MAE: 5.983177997493073, MSE: 45.18138799701292, MAPE: 20.79%
Accuracy for Africa and Product 392:
MAE: 10.073588303803108, MSE: 143.39102850343443, MAPE: 31.78%
Accuracy for Africa and Product 393:
MAE: 17.413410575417306, MSE: 672.0723070219321, MAPE: 40.90%
Accuracy for Africa and Product 394:
MAE: 6.472601016905488, MSE: 52.45477577522032, MAPE: 16.59%
Accuracy for Africa and Product 395:
MAE: 5.329759005362831, MSE: 69.12159731356233, MAPE: 11.40%
Accuracy for Africa and Product 396:
MAE: 8.171151659040438, MSE: 162.4073731259818, MAPE: 25.92%
Accuracy for Africa and Product 397:
MAE: 16.10630642769759, MSE: 272.02898341880325, MAPE: 36.82%
Accuracy for Africa and Product 398:
MAE: 11.154680929405979, MSE: 230.22506047360156, MAPE: 55.13%
Accuracy for Africa and Product 399:
MAE: 11.948106422535574, MSE: 208.42563024505307, MAPE: 34.83%
Accuracy for Africa and Product 400:
MAE: 21.112412438404412, MSE: 487.04147310888254, MAPE: 65.32%
Accuracy for Africa and Product 401:
MAE: 9.125133785697244, MSE: 87.19710413206401, MAPE: 28.28%
Accuracy for Africa and Product 402:
MAE: 10.91147371418921, MSE: 216.2473445132865, MAPE: 24.29%
Accuracy for Africa and Product 403:
MAE: 10.376783009217858, MSE: 142.40250408690895, MAPE: 23.61%
Accuracy for Africa and Product 404:
MAE: 8.22084506515355, MSE: 93.89274640499747, MAPE: 23.48%
Accuracy for Africa and Product 405:
MAE: 14.114834898248494, MSE: 264.71551506359253, MAPE: 31.06%
Accuracy for Africa and Product 406:
MAE: 10.737164967633595, MSE: 184.41598784018288, MAPE: 66.48%
Accuracy for Africa and Product 407:
MAE: 10.760880997848474, MSE: 157.58177260707842, MAPE: 25.38%
Accuracy for Africa and Product 408:
MAE: 17.40441510098262, MSE: 446.5153615845596, MAPE: 51.63%
Accuracy for Africa and Product 409:
MAE: 18.85284350291629, MSE: 434.39356521562786, MAPE: 82.72%
Accuracy for Africa and Product 410:
MAE: 14.374530072102562, MSE: 214.85779467957747, MAPE: 28.59%
Accuracy for Africa and Product 411:
MAE: 13.78250702328565, MSE: 239.49041703138428, MAPE: 42.93%
Accuracy for Africa and Product 412:
MAE: 17.001508258650396, MSE: 505.5169121504001, MAPE: 53.05%
Accuracy for Africa and Product 413:
MAE: 16.060118512453965, MSE: 514.894776400924, MAPE: 71.86%
Accuracy for Africa and Product 414:
MAE: 7.330099320409476, MSE: 69.31469333656507, MAPE: 16.30%
Accuracy for Africa and Product 415:
MAE: 9.415552419189387, MSE: 99.25075294941034, MAPE: 21.07%
Accuracy for Africa and Product 416:
MAE: 9.47552187602137, MSE: 253.06099729285853, MAPE: 18.16%
Accuracy for Africa and Product 417:
MAE: 12.479284049633819, MSE: 238.5305352902447, MAPE: 28.11%
Accuracy for Africa and Product 418:
MAE: 13.761269956979016, MSE: 237.36341636839452, MAPE: 35.00%
Accuracy for Africa and Product 419:
MAE: 15.042851347970222, MSE: 307.7921789352546, MAPE: 47.86%
Accuracy for Africa and Product 420:
MAE: 19.11173445230421, MSE: 533.9896919132468, MAPE: 93.55%
Accuracy for Africa and Product 421:
MAE: 10.23055991140791, MSE: 129.0189657034047, MAPE: 25.47%
Accuracy for Africa and Product 422:
MAE: 7.9971786388887764, MSE: 109.13153100678946, MAPE: 37.54%
Accuracy for Africa and Product 423:
MAE: 15.33771124371608, MSE: 299.7574398700704, MAPE: 37.61%
Accuracy for Africa and Product 424:
MAE: 10.239994123800932, MSE: 160.6384405239211, MAPE: 71.02%
Accuracy for Africa and Product 425:
MAE: 16.937482187136027, MSE: 395.91904186595923, MAPE: 33.14%
Accuracy for Africa and Product 426:
MAE: 13.668457814964702, MSE: 290.2740524982887, MAPE: 40.79%
Accuracy for Africa and Product 427:
MAE: 6.931433230083312, MSE: 62.0918032745422, MAPE: 18.51%
Accuracy for Africa and Product 428:
MAE: 9.951195728841222, MSE: 138.7877733225667, MAPE: 24.98%
Accuracy for Africa and Product 429:
MAE: 12.559071799555271, MSE: 241.86125650690582, MAPE: 28.33%
Accuracy for Africa and Product 430:
MAE: 10.390784587842136, MSE: 121.75109322925793, MAPE: 24.16%
Accuracy for Africa and Product 431:
MAE: 15.334939315455014, MSE: 387.54801947839593, MAPE: 38.28%
Accuracy for Africa and Product 432:
MAE: 14.340289197710879, MSE: 274.3116032017216, MAPE: 34.00%
Accuracy for Africa and Product 433:
MAE: 15.895034251439393, MSE: 333.20599212429556, MAPE: 40.73%
Accuracy for Africa and Product 434:
MAE: 8.385204885238085, MSE: 77.75693052912615, MAPE: 20.40%
Accuracy for Africa and Product 435:
MAE: 9.901571857822615, MSE: 145.2153656018394, MAPE: 31.96%
Accuracy for Africa and Product 436:
MAE: 22.566620582905834, MSE: 591.8801083504843, MAPE: 56.85%
Accuracy for Africa and Product 437:
MAE: 23.61543264770302, MSE: 662.5255443732349, MAPE: 71.66%
Accuracy for Africa and Product 438:
MAE: 8.176976339903144, MSE: 105.01764143317946, MAPE: 31.13%
Accuracy for Africa and Product 439:
MAE: 12.515739487314818, MSE: 204.80885880369593, MAPE: 31.73%
Accuracy for Africa and Product 440:
MAE: 11.04025274065746, MSE: 145.70266866350752, MAPE: 42.26%
Accuracy for Africa and Product 441:
MAE: 7.563036977770049, MSE: 84.24474364752248, MAPE: 21.23%
Accuracy for Africa and Product 442:
MAE: 18.33294813364764, MSE: 405.6960071019475, MAPE: 88.23%
Accuracy for Africa and Product 443:
MAE: 10.47364640075675, MSE: 159.1864174174183, MAPE: 26.00%
Accuracy for Africa and Product 444:
MAE: 25.927164700172135, MSE: 884.4718715959164, MAPE: 93.51%
Accuracy for Africa and Product 445:
MAE: 7.731205711181933, MSE: 89.11816166438379, MAPE: 24.70%
Accuracy for Africa and Product 446:
MAE: 13.541694243299963, MSE: 367.78469066410537, MAPE: 26.98%
Accuracy for Africa and Product 447:
MAE: 13.179085062181404, MSE: 227.70873326248548, MAPE: 49.86%
Accuracy for Africa and Product 448:
MAE: 16.248341120974157, MSE: 410.80243806206073, MAPE: 55.40%
Accuracy for Africa and Product 449:
MAE: 9.414880715747177, MSE: 153.35253609122046, MAPE: 19.38%
Accuracy for Africa and Product 450:
MAE: 14.580601092423962, MSE: 273.12491316851936, MAPE: 41.70%
Accuracy for Africa and Product 451:
MAE: 13.884637526807722, MSE: 308.4013889490546, MAPE: 50.86%
Accuracy for Africa and Product 452:
MAE: 3.3673141887120464, MSE: 25.00744126726059, MAPE: 8.36%
Accuracy for Africa and Product 453:
MAE: 14.088182695141526, MSE: 294.0102583872902, MAPE: 66.27%
Accuracy for Africa and Product 454:
MAE: 4.345502500156153, MSE: 32.606784532147195, MAPE: 10.48%
Accuracy for Africa and Product 455:
MAE: 10.10953129251835, MSE: 139.46322452130067, MAPE: 24.76%
Accuracy for Africa and Product 456:
MAE: 8.678068164255304, MSE: 105.77820708761116, MAPE: 23.74%
Accuracy for Africa and Product 457:
MAE: 11.516754937221728, MSE: 237.93430691563518, MAPE: 35.22%
Accuracy for Africa and Product 458:
MAE: 21.54660181667566, MSE: 631.3785698197944, MAPE: 47.10%
Accuracy for Africa and Product 459:
MAE: 13.712447126982994, MSE: 323.17083990127065, MAPE: 70.10%
Accuracy for Africa and Product 460:
MAE: 11.587754362291513, MSE: 146.14236618710552, MAPE: 24.24%
Accuracy for Africa and Product 461:
MAE: 22.977236040918633, MSE: 676.9435260805831, MAPE: 83.15%
Accuracy for Africa and Product 462:
MAE: 11.240767016009906, MSE: 153.74103398300812, MAPE: 25.26%
Accuracy for Africa and Product 463:
MAE: 10.87799123869322, MSE: 166.44551849797546, MAPE: 37.88%
Accuracy for Africa and Product 464:
MAE: 9.50387753370455, MSE: 163.8103228624218, MAPE: 44.20%
Accuracy for Africa and Product 465:
MAE: 4.392274064711282, MSE: 61.378637502573056, MAPE: 8.18%
Accuracy for Africa and Product 466:
MAE: 11.285160804462695, MSE: 196.25169744944745, MAPE: 34.46%
Accuracy for Africa and Product 467:
MAE: 18.489058868652176, MSE: 487.40919022537383, MAPE: 53.18%
Accuracy for Africa and Product 468:
MAE: 13.320935173852684, MSE: 212.40554157502748, MAPE: 39.50%
Accuracy for Africa and Product 469:
MAE: 12.28167475384902, MSE: 200.44066299652852, MAPE: 72.72%
Accuracy for Africa and Product 470:
MAE: 9.96598712486573, MSE: 158.4575949892531, MAPE: 55.95%
Accuracy for Africa and Product 471:
MAE: 13.992936826390334, MSE: 223.0982132140194, MAPE: 43.35%
Accuracy for Africa and Product 472:
MAE: 12.969233815241882, MSE: 253.44222398839855, MAPE: 30.66%
Accuracy for Africa and Product 473:
MAE: 9.19172733840513, MSE: 116.01693913440481, MAPE: 33.28%
Accuracy for Africa and Product 474:
MAE: 7.622156051820598, MSE: 91.03362423699825, MAPE: 19.17%
Accuracy for Africa and Product 475:
MAE: 8.30879134882714, MSE: 103.97906715790221, MAPE: 28.86%
Accuracy for Africa and Product 476:
MAE: 16.73802925931372, MSE: 467.8935335742326, MAPE: 52.91%
Accuracy for Africa and Product 477:
MAE: 15.946189828062817, MSE: 455.6910589376227, MAPE: 32.57%
Accuracy for Africa and Product 478:
MAE: 11.099804990445833, MSE: 285.3199914491172, MAPE: 33.70%
Accuracy for Africa and Product 479:
MAE: 14.329178575743029, MSE: 319.43101668524395, MAPE: 47.94%
Accuracy for Africa and Product 480:
MAE: 8.919452671237169, MSE: 95.06362676696182, MAPE: 49.42%
Accuracy for Africa and Product 481:
MAE: 11.223656073949595, MSE: 204.78355877425338, MAPE: 54.70%
Accuracy for Africa and Product 482:
MAE: 15.993157345302535, MSE: 329.36026812438956, MAPE: 58.30%
Accuracy for Africa and Product 483:
MAE: 19.162631798844618, MSE: 660.6564146476805, MAPE: 133.50%
Accuracy for Africa and Product 484:
MAE: 12.356916626497425, MSE: 256.1480269128199, MAPE: 31.35%
Accuracy for Africa and Product 485:
MAE: 23.229437841883716, MSE: 714.1311262693135, MAPE: 54.61%
Accuracy for Africa and Product 486:
MAE: 14.848301300846845, MSE: 293.35413940297786, MAPE: 30.87%
Accuracy for Africa and Product 487:
MAE: 5.356593643886889, MSE: 59.874623214924384, MAPE: 8.52%
Accuracy for Africa and Product 488:
MAE: 17.05978845933763, MSE: 429.71500281688316, MAPE: 56.14%
Accuracy for Africa and Product 489:
MAE: 14.41126193447587, MSE: 330.1465650350293, MAPE: 102.77%
Accuracy for Africa and Product 490:
MAE: 13.038016769755211, MSE: 222.61443565152413, MAPE: 44.04%
Accuracy for Africa and Product 491:
MAE: 6.6066041895479115, MSE: 50.34502742441158, MAPE: 22.37%
Accuracy for Africa and Product 492:
MAE: 19.23839359620109, MSE: 585.3752246660899, MAPE: 48.07%
Accuracy for Africa and Product 493:
MAE: 20.422984611008356, MSE: 650.7456763290418, MAPE: 76.11%
Accuracy for Africa and Product 494:
MAE: 10.068816550537496, MSE: 157.95317909281488, MAPE: 33.27%
Accuracy for Africa and Product 495:
MAE: 13.851976390875706, MSE: 220.32783195060856, MAPE: 35.50%
Accuracy for Africa and Product 496:
MAE: 24.339771529343416, MSE: 738.5539571861907, MAPE: 53.94%
Accuracy for Africa and Product 497:
MAE: 12.017638338842307, MSE: 168.7753276751727, MAPE: 31.58%
Accuracy for Africa and Product 498:
MAE: 11.23445110624764, MSE: 237.70709560285158, MAPE: 61.63%
Accuracy for Africa and Product 499:
MAE: 12.807348871289054, MSE: 217.95520270670394, MAPE: 42.34%
Accuracy for Africa and Product 500:
MAE: 17.71705630028321, MSE: 570.0756155786318, MAPE: 38.35%
Accuracy for Africa and Product 501:
MAE: 19.690139910760884, MSE: 438.0194910407825, MAPE: 77.75%
Accuracy for Africa and Product 502:
MAE: 9.184995125381686, MSE: 108.70958781337401, MAPE: 32.05%
Accuracy for Africa and Product 503:
MAE: 22.55601451976661, MSE: 698.2073649943195, MAPE: 85.25%
Accuracy for Africa and Product 504:
MAE: 14.863851065387465, MSE: 237.7884650249326, MAPE: 33.52%
Accuracy for Africa and Product 505:
MAE: 11.63992147236301, MSE: 184.4490229697406, MAPE: 30.43%
Accuracy for Africa and Product 506:
MAE: 22.969435553442487, MSE: 542.0367763668152, MAPE: 62.23%
Accuracy for Africa and Product 507:
MAE: 15.025277530217831, MSE: 354.6877242422005, MAPE: 69.15%
Accuracy for Africa and Product 508:
MAE: 17.643557066398852, MSE: 350.29044106061434, MAPE: 35.06%
Accuracy for Africa and Product 509:
MAE: 16.154756426305937, MSE: 494.28133570806875, MAPE: 32.66%
Accuracy for Africa and Product 510:
MAE: 19.845233544084547, MSE: 507.5640446782304, MAPE: 97.46%
Accuracy for Africa and Product 511:
MAE: 19.002458478273862, MSE: 653.9921845475279, MAPE: 54.41%
Accuracy for Africa and Product 512:
MAE: 7.6369265593584545, MSE: 82.69573789848424, MAPE: 25.39%
Accuracy for Africa and Product 513:
MAE: 19.7932597918512, MSE: 731.0863244970648, MAPE: 44.29%
Accuracy for Africa and Product 514:
MAE: 7.943042770786573, MSE: 115.54246022354098, MAPE: 16.80%
Accuracy for Africa and Product 515:
MAE: 11.53728522226868, MSE: 247.1429337698649, MAPE: 24.96%
Accuracy for Africa and Product 516:
MAE: 7.740961641376503, MSE: 90.32146399218098, MAPE: 22.35%
Accuracy for Africa and Product 517:
MAE: 12.26904360366038, MSE: 181.46107408396475, MAPE: 42.60%
Accuracy for Africa and Product 518:
MAE: 6.642478826102453, MSE: 47.72271694313282, MAPE: 27.48%
Accuracy for Africa and Product 519:
MAE: 19.076741932148543, MSE: 472.2746665441815, MAPE: 69.12%
Accuracy for Africa and Product 520:
MAE: 10.800344725084312, MSE: 196.3388371161492, MAPE: 277.38%
Accuracy for Africa and Product 521:
MAE: 5.950997067072529, MSE: 59.643064340889225, MAPE: 15.96%
Accuracy for Africa and Product 522:
MAE: 8.875701657189577, MSE: 122.67492377269821, MAPE: 23.38%
Accuracy for Africa and Product 523:
MAE: 13.51050515719091, MSE: 376.18328300647204, MAPE: 26.72%
Accuracy for Africa and Product 524:
MAE: 19.39297694936848, MSE: 451.6935925775084, MAPE: 39.29%
Accuracy for Africa and Product 525:
MAE: 13.014224019784535, MSE: 229.459104958522, MAPE: 46.65%
Accuracy for Africa and Product 526:
MAE: 14.1783513919222, MSE: 228.3693492682657, MAPE: 36.23%
Accuracy for Africa and Product 527:
MAE: 16.23910298762401, MSE: 503.36483395523163, MAPE: 51.54%
Accuracy for Africa and Product 528:
MAE: 14.66036690649231, MSE: 340.6382631365366, MAPE: 78.37%
Accuracy for Africa and Product 529:
MAE: 16.637288320342822, MSE: 304.66148781524345, MAPE: 58.00%
Accuracy for Africa and Product 530:
MAE: 9.006029702168913, MSE: 97.9714148868085, MAPE: 37.67%
Accuracy for Africa and Product 531:
MAE: 8.163266474707555, MSE: 110.96385604105419, MAPE: 14.26%
Accuracy for Africa and Product 532:
MAE: 15.322616785069508, MSE: 352.7330414493951, MAPE: 57.40%
Accuracy for Africa and Product 533:
MAE: 13.273285227153263, MSE: 435.9093689720245, MAPE: 25.79%
Accuracy for Africa and Product 534:
MAE: 6.186978925235557, MSE: 74.01333489721281, MAPE: 21.06%
Accuracy for Africa and Product 535:
MAE: 16.45662929150748, MSE: 316.93234373616747, MAPE: 45.15%
Accuracy for Africa and Product 536:
MAE: 9.270657148760764, MSE: 222.30343321121708, MAPE: 39.54%
Accuracy for Africa and Product 537:
MAE: 4.516964126065098, MSE: 36.67335857682288, MAPE: 12.39%
Accuracy for Africa and Product 538:
MAE: 15.8647850635186, MSE: 374.14296229983813, MAPE: 38.85%
Accuracy for Africa and Product 539:
MAE: 17.978073711061306, MSE: 462.7532970655179, MAPE: 59.14%
Accuracy for Africa and Product 540:
MAE: 7.848676894682397, MSE: 84.46835247650856, MAPE: 19.37%
Accuracy for Africa and Product 541:
MAE: 14.40241716436908, MSE: 248.10201083217953, MAPE: 44.48%
Accuracy for Africa and Product 542:
MAE: 13.362974986132352, MSE: 272.38298738254434, MAPE: 26.71%
Accuracy for Africa and Product 543:
MAE: 17.232060629314752, MSE: 431.45086285498246, MAPE: 33.62%
Accuracy for Africa and Product 544:
MAE: 16.39190834320298, MSE: 286.98735624659236, MAPE: 56.30%
Accuracy for Africa and Product 545:
MAE: 9.605426264397188, MSE: 192.02458293470568, MAPE: 19.80%
Accuracy for Africa and Product 546:
MAE: 19.203739579662123, MSE: 523.7693516578106, MAPE: 67.14%
Accuracy for Africa and Product 547:
MAE: 7.768963301326936, MSE: 96.71612413285627, MAPE: 27.21%
Accuracy for Africa and Product 548:
MAE: 17.539370036629215, MSE: 392.3446411148569, MAPE: 49.15%
Accuracy for Africa and Product 549:
MAE: 11.297170693404562, MSE: 410.6968040631735, MAPE: 20.43%
Accuracy for Africa and Product 550:
MAE: 13.238321776882694, MSE: 253.94207625634164, MAPE: 36.44%
Accuracy for Africa and Product 551:
MAE: 12.218148706286971, MSE: 207.28507285351589, MAPE: 80.57%
Accuracy for Africa and Product 552:
MAE: 9.704683875346454, MSE: 117.87181272756675, MAPE: 27.08%
Accuracy for Africa and Product 553:
MAE: 9.922614000826547, MSE: 131.35950171407305, MAPE: 31.43%
Accuracy for Africa and Product 554:
MAE: 10.71828514249334, MSE: 126.65281277346048, MAPE: 29.56%
Accuracy for Africa and Product 555:
MAE: 27.185743182308407, MSE: 807.4333367698235, MAPE: 277.23%
Accuracy for Africa and Product 556:
MAE: 16.637112622736367, MSE: 391.28230061157734, MAPE: 42.15%
Accuracy for Africa and Product 557:
MAE: 4.768771686873954, MSE: 37.355782948659325, MAPE: 13.10%
Accuracy for Africa and Product 558:
MAE: 10.61807068199138, MSE: 174.72031298049623, MAPE: 28.62%
Accuracy for Africa and Product 559:
MAE: 15.222372942737499, MSE: 244.30816914044772, MAPE: 77.66%
Accuracy for Africa and Product 560:
MAE: 8.050571207610124, MSE: 111.53365199897534, MAPE: 30.57%
Accuracy for Africa and Product 561:
MAE: 11.132201298647155, MSE: 140.79036392659037, MAPE: 27.21%
Accuracy for Africa and Product 562:
MAE: 4.24615484143637, MSE: 26.58575417356635, MAPE: 9.69%
Accuracy for Africa and Product 563:
MAE: 13.343325324260537, MSE: 204.98797729871075, MAPE: 57.39%
Accuracy for Africa and Product 564:
MAE: 7.194725957302237, MSE: 69.07617460861553, MAPE: 23.96%
Accuracy for Africa and Product 565:
MAE: 10.715933699013107, MSE: 186.17261573479908, MAPE: 24.76%
Accuracy for Africa and Product 566:
MAE: 7.7670042503852885, MSE: 98.55583674589938, MAPE: 20.77%
Accuracy for Africa and Product 567:
MAE: 15.493293689440193, MSE: 482.57319178782745, MAPE: 31.77%
Accuracy for Africa and Product 568:
MAE: 16.893132403838468, MSE: 443.05962981716436, MAPE: 49.16%
Accuracy for Africa and Product 569:
MAE: 17.133814532295126, MSE: 386.5079729057305, MAPE: 101.54%
Accuracy for Africa and Product 570:
MAE: 12.977116556755169, MSE: 236.5956151451971, MAPE: 41.98%
Accuracy for Africa and Product 571:
MAE: 10.48978714282595, MSE: 152.04880082640122, MAPE: 26.73%
Accuracy for Africa and Product 572:
MAE: 10.675877993068784, MSE: 163.86492798563114, MAPE: 28.56%
Accuracy for Africa and Product 573:
MAE: 9.56508913629251, MSE: 98.76925520645166, MAPE: 26.92%
Accuracy for Africa and Product 574:
MAE: 12.043106062024215, MSE: 252.41376133117038, MAPE: 42.56%
Accuracy for Africa and Product 575:
MAE: 11.270029610083046, MSE: 163.15042615078178, MAPE: 26.64%
Accuracy for Africa and Product 576:
MAE: 14.419588807725066, MSE: 353.5621276111222, MAPE: 32.49%
Accuracy for Africa and Product 577:
MAE: 9.729922657633846, MSE: 118.94911316810922, MAPE: 29.29%
Accuracy for Africa and Product 578:
MAE: 16.045708387214646, MSE: 277.69950863559865, MAPE: 127.44%
Accuracy for Africa and Product 579:
MAE: 10.869856948961335, MSE: 148.6090021733995, MAPE: 33.85%
Accuracy for Africa and Product 580:
MAE: 13.980896211263234, MSE: 208.5916795487564, MAPE: 46.06%
Accuracy for Africa and Product 581:
MAE: 12.702912019621397, MSE: 248.13305796461705, MAPE: 32.15%
Accuracy for Africa and Product 582:
MAE: 13.937223579104892, MSE: 224.77744841919662, MAPE: 33.58%
Accuracy for Africa and Product 583:
MAE: 16.097637648238933, MSE: 483.75716469674063, MAPE: 40.30%
Accuracy for Africa and Product 584:
MAE: 15.63908824241397, MSE: 275.1639504194598, MAPE: 52.88%
Accuracy for Africa and Product 585:
MAE: 14.334104172392944, MSE: 246.48043404308487, MAPE: 44.32%
Accuracy for Africa and Product 586:
MAE: 5.263428268521149, MSE: 37.011639457693015, MAPE: 16.63%
Accuracy for Africa and Product 587:
MAE: 8.933641089653598, MSE: 242.9390446633171, MAPE: 44.54%
Accuracy for Africa and Product 588:
MAE: 18.249064018511753, MSE: 339.2653532144425, MAPE: 48.80%
Accuracy for Africa and Product 589:
MAE: 11.879381952545573, MSE: 159.7406303060825, MAPE: 38.60%
Accuracy for Africa and Product 590:
MAE: 14.179071311330441, MSE: 299.557670220856, MAPE: 43.38%
Accuracy for Africa and Product 591:
MAE: 18.02032093756512, MSE: 408.67917723215317, MAPE: 62.08%
Accuracy for Africa and Product 592:
MAE: 22.859694059571574, MSE: 651.5680880225104, MAPE: 79.70%
Accuracy for Africa and Product 593:
MAE: 13.66698333175105, MSE: 385.97801619371666, MAPE: 38.85%
Accuracy for Africa and Product 594:
MAE: 16.263138826253236, MSE: 540.9135745810829, MAPE: 73.42%
Accuracy for Africa and Product 595:
MAE: 15.389876076254314, MSE: 339.71029785561814, MAPE: 42.82%
Accuracy for Africa and Product 596:
MAE: 7.8396220653115, MSE: 94.23582944078423, MAPE: 27.68%
Accuracy for Africa and Product 597:
MAE: 13.652617101374698, MSE: 247.9807460063119, MAPE: 55.60%
Accuracy for Africa and Product 598:
MAE: 18.420056054710443, MSE: 434.61294396475176, MAPE: 40.00%
Accuracy for Africa and Product 599:
MAE: 8.147904165169255, MSE: 85.22625256543677, MAPE: 25.74%
Accuracy for Africa and Product 600:
MAE: 12.49662922100726, MSE: 289.468624457234, MAPE: 37.04%
Accuracy for Africa and Product 601:
MAE: 13.929361035518465, MSE: 224.605338061261, MAPE: 41.80%
Accuracy for Africa and Product 602:
MAE: 9.948568778277608, MSE: 172.28269932030707, MAPE: 39.01%
Accuracy for Africa and Product 603:
MAE: 8.264074020555586, MSE: 81.41044729903062, MAPE: 32.83%
Accuracy for Africa and Product 604:
MAE: 14.505023784321827, MSE: 315.7945774435674, MAPE: 59.29%
Accuracy for Africa and Product 605:
MAE: 14.4073559757588, MSE: 248.68763604896327, MAPE: 34.33%
Accuracy for Africa and Product 606:
MAE: 9.955236250977903, MSE: 116.4126879210082, MAPE: 28.71%
Accuracy for Africa and Product 607:
MAE: 7.23747878289087, MSE: 62.152434606717804, MAPE: 18.73%
Accuracy for Africa and Product 608:
MAE: 8.24376353150703, MSE: 108.74831803826794, MAPE: 34.76%
Accuracy for Africa and Product 609:
MAE: 14.679541529511079, MSE: 316.30681234448775, MAPE: 71.42%
Accuracy for Africa and Product 610:
MAE: 22.06346067391799, MSE: 712.6821471195441, MAPE: 58.95%
Accuracy for Africa and Product 611:
MAE: 10.72336566988105, MSE: 235.87595646966412, MAPE: 46.69%
Accuracy for Africa and Product 612:
MAE: 16.3957369332173, MSE: 374.64347769823416, MAPE: 62.64%
Accuracy for Africa and Product 613:
MAE: 15.328080573067563, MSE: 328.0759157224334, MAPE: 35.33%
Accuracy for Africa and Product 614:
MAE: 14.65554578874909, MSE: 246.7050017299717, MAPE: 34.18%
Accuracy for Africa and Product 615:
MAE: 14.056510642010796, MSE: 208.2706639175878, MAPE: 48.95%
Accuracy for Africa and Product 616:
MAE: 14.588800997671157, MSE: 415.9388348659854, MAPE: 30.81%
Accuracy for Africa and Product 617:
MAE: 13.614394567766757, MSE: 238.2524558752197, MAPE: 51.41%
Accuracy for Africa and Product 618:
MAE: 12.721922740992014, MSE: 221.63188119029104, MAPE: 28.03%
Accuracy for Africa and Product 619:
MAE: 9.139293282166124, MSE: 116.80791559999106, MAPE: 28.09%
Accuracy for Africa and Product 620:
MAE: 11.690263631327458, MSE: 222.1602899649825, MAPE: 56.53%
Accuracy for Africa and Product 621:
MAE: 11.873162437253955, MSE: 166.78766565422762, MAPE: 32.36%
Accuracy for Africa and Product 622:
MAE: 3.4541493114441506, MSE: 32.542046222068244, MAPE: 11.55%
Accuracy for Africa and Product 623:
MAE: 10.792741700181168, MSE: 276.88990157873883, MAPE: 22.11%
Accuracy for Africa and Product 624:
MAE: 20.064677785400107, MSE: 448.80363780910704, MAPE: 45.85%
Accuracy for Africa and Product 625:
MAE: 11.809155066967644, MSE: 219.1831634021133, MAPE: 38.50%
Accuracy for Africa and Product 626:
MAE: 22.51819452848893, MSE: 640.6188970472917, MAPE: 55.68%
Accuracy for Africa and Product 627:
MAE: 21.669505568376472, MSE: 812.3504733584169, MAPE: 56.50%
Accuracy for Africa and Product 628:
MAE: 12.685007594486155, MSE: 184.77156515446413, MAPE: 31.73%
Accuracy for Africa and Product 629:
MAE: 11.923448633240792, MSE: 184.219014713879, MAPE: 82.17%
Accuracy for Africa and Product 630:
MAE: 23.090641836850658, MSE: 894.0933103888532, MAPE: 52.85%
Accuracy for Africa and Product 631:
MAE: 3.3033478020841427, MSE: 19.135152778852916, MAPE: 7.38%
Accuracy for Africa and Product 632:
MAE: 16.89365031618545, MSE: 484.4924425202742, MAPE: 44.73%
Accuracy for Africa and Product 633:
MAE: 9.73461504863705, MSE: 137.77228215140858, MAPE: 36.20%
Accuracy for Africa and Product 634:
MAE: 11.434617350299815, MSE: 236.32260582059038, MAPE: 68.97%
Accuracy for Africa and Product 635:
MAE: 17.56770504227603, MSE: 453.86969957146357, MAPE: 43.19%
Accuracy for Africa and Product 636:
MAE: 12.165702504561803, MSE: 213.71115391861343, MAPE: 69.70%
Accuracy for Africa and Product 637:
MAE: 9.994626642188297, MSE: 168.84273232674954, MAPE: 24.13%
Accuracy for Africa and Product 638:
MAE: 20.297896361994457, MSE: 589.1171398046822, MAPE: 42.09%
Accuracy for Africa and Product 639:
MAE: 11.31648916375276, MSE: 246.984062876585, MAPE: 30.70%
Accuracy for Africa and Product 640:
MAE: 14.978518959031922, MSE: 323.7727107691984, MAPE: 97.66%
Accuracy for Africa and Product 641:
MAE: 13.899994630341023, MSE: 253.65095104058946, MAPE: 25.94%
Accuracy for Africa and Product 642:
MAE: 5.712747161579815, MSE: 54.60109016598757, MAPE: 16.71%
Accuracy for Africa and Product 643:
MAE: 7.350768273359686, MSE: 83.91629020766314, MAPE: 14.67%
Accuracy for Africa and Product 644:
MAE: 15.7055421673377, MSE: 474.4358053338892, MAPE: 37.35%
Accuracy for Africa and Product 645:
MAE: 8.856361265277613, MSE: 104.25096161980525, MAPE: 43.68%
Accuracy for Africa and Product 646:
MAE: 12.94797831750435, MSE: 272.472874477708, MAPE: 35.06%
Accuracy for Africa and Product 647:
MAE: 11.818695596485151, MSE: 227.54657949003482, MAPE: 34.08%
Accuracy for Africa and Product 648:
MAE: 13.606538101689372, MSE: 238.3107702317628, MAPE: 82.47%
Accuracy for Africa and Product 649:
MAE: 15.095625974612119, MSE: 304.1706528529006, MAPE: 75.43%
Accuracy for Africa and Product 650:
MAE: 9.413107320330159, MSE: 91.33799396587337, MAPE: 30.44%
Accuracy for Africa and Product 651:
MAE: 11.420229487158192, MSE: 174.41780850402853, MAPE: 32.81%
Accuracy for Africa and Product 652:
MAE: 15.477848293274548, MSE: 254.91292562833104, MAPE: 47.58%
Accuracy for Africa and Product 653:
MAE: 17.222944688564706, MSE: 318.2900029959311, MAPE: 37.92%
Accuracy for Africa and Product 654:
MAE: 12.667730562636256, MSE: 249.40274422924668, MAPE: 31.76%
Accuracy for Africa and Product 655:
MAE: 16.379294842400387, MSE: 350.8613874422801, MAPE: 42.72%
Accuracy for Africa and Product 656:
MAE: 6.356434208782215, MSE: 54.52621638090221, MAPE: 21.47%
Accuracy for Africa and Product 657:
MAE: 18.398039325939955, MSE: 429.5271223152946, MAPE: 80.24%
Accuracy for Africa and Product 658:
MAE: 13.784436267129106, MSE: 218.0171917160701, MAPE: 45.65%
Accuracy for Africa and Product 659:
MAE: 10.665152603780857, MSE: 154.2353722348526, MAPE: 39.95%
Accuracy for Africa and Product 660:
MAE: 14.468607920157655, MSE: 243.99390688821094, MAPE: 50.78%
Accuracy for Africa and Product 661:
MAE: 9.612826553448787, MSE: 113.49283320211448, MAPE: 20.21%
Accuracy for Africa and Product 662:
MAE: 10.066876365858871, MSE: 120.68471030517135, MAPE: 31.93%
Accuracy for Africa and Product 663:
MAE: 8.018620131281846, MSE: 76.09041594130976, MAPE: 27.65%
Accuracy for Africa and Product 664:
MAE: 16.137875590563688, MSE: 388.3367716534374, MAPE: 42.30%
Accuracy for Africa and Product 665:
MAE: 13.21804577838303, MSE: 314.27692738712483, MAPE: 29.56%
Accuracy for Africa and Product 666:
MAE: 9.505035640859264, MSE: 138.4064130514277, MAPE: 24.83%
Accuracy for Africa and Product 667:
MAE: 5.665685845711657, MSE: 54.31846972858233, MAPE: 10.76%
Accuracy for Africa and Product 668:
MAE: 12.795995147279845, MSE: 248.23911617539034, MAPE: 46.72%
Accuracy for Africa and Product 669:
MAE: 13.54030541805886, MSE: 256.06276797479234, MAPE: 60.73%
Accuracy for Africa and Product 670:
MAE: 14.130723960932457, MSE: 304.3324847339767, MAPE: 40.13%
Accuracy for Africa and Product 671:
MAE: 14.621621078167951, MSE: 341.9220830618001, MAPE: 43.93%
Accuracy for Africa and Product 672:
MAE: 12.571327668124209, MSE: 207.32183373997685, MAPE: 38.21%
Accuracy for Africa and Product 673:
MAE: 10.592018860271406, MSE: 164.31450779791493, MAPE: 26.50%
Accuracy for Africa and Product 674:
MAE: 20.516033203564852, MSE: 498.3084711409132, MAPE: 111.02%
Accuracy for Africa and Product 675:
MAE: 17.067206495663733, MSE: 359.91075009249835, MAPE: 76.43%
Accuracy for Africa and Product 676:
MAE: 12.504624833506758, MSE: 253.91371950286307, MAPE: 35.51%
Accuracy for Africa and Product 677:
MAE: 11.263155785551339, MSE: 155.38114263459903, MAPE: 42.33%
Accuracy for Africa and Product 678:
MAE: 9.610497607097388, MSE: 134.98367680495383, MAPE: 35.37%
Accuracy for Africa and Product 679:
MAE: 12.051722161700685, MSE: 194.23807252778948, MAPE: 24.49%
Accuracy for Africa and Product 680:
MAE: 7.064773166865713, MSE: 89.82724146605054, MAPE: 18.39%
Accuracy for Africa and Product 681:
MAE: 4.775902668845676, MSE: 45.39321178492279, MAPE: 15.76%
Accuracy for Africa and Product 682:
MAE: 8.639343401507308, MSE: 140.41856331764427, MAPE: 22.25%
Accuracy for Africa and Product 683:
MAE: 8.434436474269145, MSE: 170.5567008033181, MAPE: 36.31%
Accuracy for Africa and Product 684:
MAE: 13.289473833110424, MSE: 210.43795018510514, MAPE: 42.51%
Accuracy for Africa and Product 685:
MAE: 18.45388400189349, MSE: 454.39762665680246, MAPE: 49.15%
Accuracy for Africa and Product 686:
MAE: 11.752131037361517, MSE: 184.13179650981388, MAPE: 29.18%
Accuracy for Africa and Product 687:
MAE: 17.59591032274495, MSE: 411.3059805649417, MAPE: 110.94%
Accuracy for Africa and Product 688:
MAE: 5.586456383470917, MSE: 35.440245721338954, MAPE: 12.85%
Accuracy for Africa and Product 689:
MAE: 3.6340517229082763, MSE: 16.527573634084753, MAPE: 6.79%
Accuracy for Africa and Product 690:
MAE: 9.494966432183178, MSE: 102.00886243431812, MAPE: 28.83%
Accuracy for Africa and Product 691:
MAE: 27.45328191097268, MSE: 799.8251190698427, MAPE: 161.47%
Accuracy for Africa and Product 692:
MAE: 11.112721351018266, MSE: 263.1412935268002, MAPE: 28.89%
Accuracy for Africa and Product 693:
MAE: 13.762756347833015, MSE: 238.27269786232608, MAPE: 35.32%
Accuracy for Africa and Product 694:
MAE: 20.130054480946903, MSE: 472.96883421096726, MAPE: 57.63%
Accuracy for Africa and Product 695:
MAE: 13.388093270758777, MSE: 243.02185653451633, MAPE: 27.84%
Accuracy for Africa and Product 696:
MAE: 15.203322690863013, MSE: 360.0720551389733, MAPE: 60.81%
Accuracy for Africa and Product 697:
MAE: 12.464264419040742, MSE: 218.96002202918072, MAPE: 35.23%
Accuracy for Africa and Product 698:
MAE: 23.71638911757224, MSE: 671.6631335848854, MAPE: 66.34%
Accuracy for Africa and Product 699:
MAE: 24.087511250369364, MSE: 723.750041770881, MAPE: 83.94%
Accuracy for Africa and Product 700:
MAE: 8.551779127417364, MSE: 113.06883643247201, MAPE: 19.81%
Accuracy for Africa and Product 701:
MAE: 16.051920838393876, MSE: 312.37197182810644, MAPE: 39.34%
Accuracy for Africa and Product 702:
MAE: 8.562116912296215, MSE: 112.05256146116778, MAPE: 23.76%
Accuracy for Africa and Product 703:
MAE: 10.709179585291528, MSE: 212.61276864193218, MAPE: 21.10%
Accuracy for Africa and Product 704:
MAE: 20.603915303253157, MSE: 658.6767726523551, MAPE: 98.98%
Accuracy for Africa and Product 705:
MAE: 8.217313306740273, MSE: 88.72542896251407, MAPE: 24.51%
Accuracy for Africa and Product 706:
MAE: 12.264464476158611, MSE: 203.621320575154, MAPE: 51.89%
Accuracy for Africa and Product 707:
MAE: 13.194399310551926, MSE: 288.9303065652087, MAPE: 81.37%
Accuracy for Africa and Product 708:
MAE: 10.308717585850905, MSE: 166.85067003046706, MAPE: 29.02%
Accuracy for Africa and Product 709:
MAE: 16.19779162984124, MSE: 340.9388706558958, MAPE: 63.17%
Accuracy for Africa and Product 710:
MAE: 11.379111574329446, MSE: 256.0635276835421, MAPE: 21.37%
Accuracy for Africa and Product 711:
MAE: 10.451936520901551, MSE: 183.9420811799354, MAPE: 57.73%
Accuracy for Africa and Product 712:
MAE: 16.189524931022454, MSE: 450.13034332230825, MAPE: 47.28%
Accuracy for Africa and Product 713:
MAE: 11.965361923987093, MSE: 241.989009140799, MAPE: 44.32%
Accuracy for Africa and Product 714:
MAE: 16.371775585067535, MSE: 392.6872447187143, MAPE: 43.86%
Accuracy for Africa and Product 715:
MAE: 10.261877298898195, MSE: 159.0017496352475, MAPE: 27.17%
Accuracy for Africa and Product 716:
MAE: 11.820213559021813, MSE: 217.0592814300744, MAPE: 46.07%
Accuracy for Africa and Product 717:
MAE: 12.773882644604708, MSE: 197.16581000736215, MAPE: 36.52%
Accuracy for Africa and Product 718:
MAE: 14.444835011871515, MSE: 304.7687168962233, MAPE: 77.49%
Accuracy for Africa and Product 719:
MAE: 17.684236353913544, MSE: 371.3381824018367, MAPE: 80.23%
Accuracy for Africa and Product 720:
MAE: 10.041155223981235, MSE: 133.23148028116472, MAPE: 38.74%
Accuracy for Africa and Product 721:
MAE: 9.314095140955079, MSE: 131.83743302826483, MAPE: 20.83%
Accuracy for Africa and Product 722:
MAE: 15.071142856459247, MSE: 328.0496500620067, MAPE: 58.80%
Accuracy for Africa and Product 723:
MAE: 13.724905487831858, MSE: 254.38998248850407, MAPE: 35.47%
Accuracy for Africa and Product 724:
MAE: 16.072985860232365, MSE: 343.5950148113609, MAPE: 40.69%
Accuracy for Africa and Product 725:
MAE: 10.872796302684307, MSE: 166.05917100750722, MAPE: 37.38%
Accuracy for Africa and Product 726:
MAE: 14.083878624456005, MSE: 288.61287619494385, MAPE: 40.35%
Accuracy for Africa and Product 727:
MAE: 10.28216275077676, MSE: 139.1945521971764, MAPE: 33.55%
Accuracy for Africa and Product 728:
MAE: 15.775354237670928, MSE: 343.5564831845408, MAPE: 61.76%
Accuracy for Africa and Product 729:
MAE: 15.529620840092104, MSE: 371.6579229524996, MAPE: 40.02%
Accuracy for Africa and Product 730:
MAE: 8.622375826645719, MSE: 109.27616279868212, MAPE: 25.37%
Accuracy for Africa and Product 731:
MAE: 9.696456571242795, MSE: 200.8342931411625, MAPE: 21.00%
Accuracy for Africa and Product 732:
MAE: 13.236237382451288, MSE: 233.0132019870669, MAPE: 49.98%
Accuracy for Africa and Product 733:
MAE: 11.797600793285046, MSE: 205.34083147596985, MAPE: 95.03%
Accuracy for Africa and Product 734:
MAE: 10.424843162867528, MSE: 167.74840317187093, MAPE: 29.03%
Accuracy for Africa and Product 735:
MAE: 10.157147033649302, MSE: 172.3856974572139, MAPE: 24.69%
Accuracy for Africa and Product 736:
MAE: 8.225158712656258, MSE: 91.90725749434499, MAPE: 24.03%
Accuracy for Africa and Product 737:
MAE: 18.729138388814356, MSE: 418.24942005669317, MAPE: 59.50%
Accuracy for Africa and Product 738:
MAE: 12.96134841014333, MSE: 197.25244137103704, MAPE: 43.60%
Accuracy for Africa and Product 739:
MAE: 13.085418702779055, MSE: 216.20524369892468, MAPE: 50.89%
Accuracy for Africa and Product 740:
MAE: 9.318806979880197, MSE: 119.88224420099013, MAPE: 35.71%
Accuracy for Africa and Product 741:
MAE: 8.600125035172685, MSE: 103.67568530726196, MAPE: 26.41%
Accuracy for Africa and Product 742:
MAE: 14.767773707073792, MSE: 300.22983049244215, MAPE: 70.44%
Accuracy for Africa and Product 743:
MAE: 9.797190444406308, MSE: 121.56463255568933, MAPE: 23.58%
Accuracy for Africa and Product 744:
MAE: 9.21503683589873, MSE: 99.23937658091766, MAPE: 32.71%
Accuracy for Africa and Product 745:
MAE: 9.754006332980797, MSE: 194.57084357628548, MAPE: 20.56%
Accuracy for Africa and Product 746:
MAE: 11.35435298485455, MSE: 257.5948788435997, MAPE: 65.19%
Accuracy for Africa and Product 747:
MAE: 16.268138460111878, MSE: 436.0835203339432, MAPE: 53.67%
Accuracy for Africa and Product 748:
MAE: 6.602941940398351, MSE: 57.13892373865387, MAPE: 17.35%
Accuracy for Africa and Product 749:
MAE: 13.965821070694801, MSE: 364.79700799687237, MAPE: 53.16%
Accuracy for Africa and Product 750:
MAE: 16.860688565369156, MSE: 472.726371214381, MAPE: 29.21%
Accuracy for Africa and Product 751:
MAE: 14.908533479002978, MSE: 288.9430365889426, MAPE: 64.11%
Accuracy for Africa and Product 752:
MAE: 10.913721655918966, MSE: 268.6301635136514, MAPE: 28.00%
Accuracy for Africa and Product 753:
MAE: 13.308679871437715, MSE: 233.530447678268, MAPE: 30.07%
Accuracy for Africa and Product 754:
MAE: 8.937161103994548, MSE: 120.78912397707083, MAPE: 26.21%
Accuracy for Africa and Product 755:
MAE: 14.062624432133722, MSE: 314.63035823789613, MAPE: 269.25%
Accuracy for Africa and Product 756:
MAE: 14.828568983766669, MSE: 342.3480355929213, MAPE: 47.01%
Accuracy for Africa and Product 757:
MAE: 12.823143362563945, MSE: 195.3127918455923, MAPE: 49.18%
Accuracy for Africa and Product 758:
MAE: 14.248226148175254, MSE: 336.32771527300434, MAPE: 48.59%
Accuracy for Africa and Product 759:
MAE: 17.14430597283237, MSE: 408.1599371004161, MAPE: 47.41%
Accuracy for Africa and Product 760:
MAE: 9.770633287129293, MSE: 139.0742694114691, MAPE: 16.20%
Accuracy for Africa and Product 761:
MAE: 17.08665080037859, MSE: 433.9651429490036, MAPE: 35.58%
Accuracy for Africa and Product 762:
MAE: 16.047723309008312, MSE: 360.5670629769109, MAPE: 37.80%
Accuracy for Africa and Product 763:
MAE: 15.836117007457204, MSE: 343.0413349278705, MAPE: 125.37%
Accuracy for Africa and Product 764:
MAE: 14.202005663057088, MSE: 313.9832500553137, MAPE: 55.86%
Accuracy for Africa and Product 765:
MAE: 8.731535187473176, MSE: 114.31959163095249, MAPE: 33.95%
Accuracy for Africa and Product 766:
MAE: 16.813398740343352, MSE: 340.97175962478025, MAPE: 40.13%
Accuracy for Africa and Product 767:
MAE: 9.91078535631498, MSE: 154.48554029937864, MAPE: 53.45%
Accuracy for Africa and Product 768:
MAE: 11.188818703651872, MSE: 161.8135068907402, MAPE: 31.65%
Accuracy for Africa and Product 769:
MAE: 6.583208584927282, MSE: 70.50465603108732, MAPE: 29.91%
Accuracy for Africa and Product 770:
MAE: 16.06659951005351, MSE: 424.18870721126603, MAPE: 81.46%
Accuracy for Africa and Product 771:
MAE: 13.208519792618995, MSE: 311.9643503788051, MAPE: 56.70%
Accuracy for Africa and Product 772:
MAE: 10.714560705176263, MSE: 157.27809503287386, MAPE: 33.97%
Accuracy for Africa and Product 773:
MAE: 13.852495703561587, MSE: 257.80314864139655, MAPE: 29.47%
Accuracy for Africa and Product 774:
MAE: 7.179944247755595, MSE: 84.20163782380594, MAPE: 21.90%
Accuracy for Africa and Product 775:
MAE: 14.299645601432644, MSE: 226.4436015735861, MAPE: 31.70%
Accuracy for Africa and Product 776:
MAE: 19.874959661462057, MSE: 443.180822982675, MAPE: 89.46%
Accuracy for Africa and Product 777:
MAE: 9.165233354090141, MSE: 136.01140427930338, MAPE: 21.64%
Accuracy for Africa and Product 778:
MAE: 11.178801510712967, MSE: 238.8733618973941, MAPE: 27.50%
Accuracy for Africa and Product 779:
MAE: 15.715959322390361, MSE: 495.73564087107025, MAPE: 34.19%
Accuracy for Africa and Product 780:
MAE: 13.820252494089095, MSE: 349.51044664929134, MAPE: 35.14%
Accuracy for Africa and Product 781:
MAE: 27.206377063891118, MSE: 824.6677422461141, MAPE: 70.49%
Accuracy for Africa and Product 782:
MAE: 9.849442237782462, MSE: 210.67673983749373, MAPE: 35.81%
Accuracy for Africa and Product 783:
MAE: 5.631414994414724, MSE: 43.49457338526774, MAPE: 12.67%
Accuracy for Africa and Product 784:
MAE: 19.514318025995873, MSE: 504.2505595309012, MAPE: 50.78%
Accuracy for Africa and Product 785:
MAE: 12.161836864850473, MSE: 219.05708531415422, MAPE: 51.56%
Accuracy for Africa and Product 786:
MAE: 16.62578838428066, MSE: 367.86187796414646, MAPE: 74.87%
Accuracy for Africa and Product 787:
MAE: 7.300089935473542, MSE: 83.71618372740937, MAPE: 17.55%
Accuracy for Africa and Product 788:
MAE: 13.046700781139345, MSE: 227.04904460649578, MAPE: 42.26%
Accuracy for Africa and Product 789:
MAE: 15.039889850024323, MSE: 331.18957778869014, MAPE: 121.29%
Accuracy for Africa and Product 790:
MAE: 12.220435846593405, MSE: 169.64274494623072, MAPE: 97.72%
Accuracy for Africa and Product 791:
MAE: 16.353347237866927, MSE: 391.3831205350945, MAPE: 36.85%
Accuracy for Africa and Product 792:
MAE: 9.506580592926674, MSE: 109.25778443270615, MAPE: 53.11%
Accuracy for Africa and Product 793:
MAE: 16.068264609815042, MSE: 314.23006887639775, MAPE: 64.58%
Accuracy for Africa and Product 794:
MAE: 21.22550493935848, MSE: 772.9105092962434, MAPE: 50.34%
Accuracy for Africa and Product 795:
MAE: 21.827239977087725, MSE: 667.6219538784964, MAPE: 59.91%
Accuracy for Africa and Product 796:
MAE: 12.201168350598085, MSE: 207.61279148804024, MAPE: 77.46%
Accuracy for Africa and Product 797:
MAE: 25.55798171090421, MSE: 884.519844517331, MAPE: 98.16%
Accuracy for Africa and Product 798:
MAE: 16.033129093684447, MSE: 348.39268068483165, MAPE: 68.99%
Accuracy for Africa and Product 799:
MAE: 12.498746727635185, MSE: 210.4728492888242, MAPE: 36.65%
Accuracy for Africa and Product 800:
MAE: 10.093953430063273, MSE: 148.7264206467367, MAPE: 24.18%
Accuracy for Africa and Product 801:
MAE: 16.729122862336798, MSE: 308.7490323075106, MAPE: 40.73%
Accuracy for Africa and Product 802:
MAE: 5.657125764941467, MSE: 70.91566731925714, MAPE: 12.47%
Accuracy for Africa and Product 803:
MAE: 6.833828743396057, MSE: 74.5998869271015, MAPE: 15.47%
Accuracy for Africa and Product 804:
MAE: 9.068294196595327, MSE: 91.86914777049815, MAPE: 33.53%
Accuracy for Africa and Product 805:
MAE: 21.270484265104823, MSE: 612.4607004556268, MAPE: 72.96%
Accuracy for Africa and Product 806:
MAE: 10.198009476039017, MSE: 132.68260889221435, MAPE: 36.41%
Accuracy for Africa and Product 807:
MAE: 12.685301196446009, MSE: 192.67048296571983, MAPE: 36.96%
Accuracy for Africa and Product 808:
MAE: 10.08867231377668, MSE: 141.6405541895772, MAPE: 31.96%
Accuracy for Africa and Product 809:
MAE: 16.42708399062617, MSE: 437.8589387679082, MAPE: 178.78%
Accuracy for Africa and Product 810:
MAE: 7.406264929577416, MSE: 72.71718446112592, MAPE: 19.80%
Accuracy for Africa and Product 811:
MAE: 10.43565588805038, MSE: 199.5368820951135, MAPE: 36.21%
Accuracy for Africa and Product 812:
MAE: 14.537684245759701, MSE: 293.8688555218359, MAPE: 51.80%
Accuracy for Africa and Product 813:
MAE: 15.108234101727444, MSE: 272.13343330140617, MAPE: 178.83%
Accuracy for Africa and Product 814:
MAE: 7.359265527607294, MSE: 85.41145136114956, MAPE: 16.95%
Accuracy for Africa and Product 815:
MAE: 11.460495067158647, MSE: 158.61336810325162, MAPE: 31.52%
Accuracy for Africa and Product 816:
MAE: 15.67569471268779, MSE: 356.2687916102797, MAPE: 70.82%
Accuracy for Africa and Product 817:
MAE: 14.4327956997742, MSE: 213.571097502058, MAPE: 30.96%
Accuracy for Africa and Product 818:
MAE: 7.687375969000411, MSE: 62.68103356396811, MAPE: 23.66%
Accuracy for Africa and Product 819:
MAE: 16.256376285017627, MSE: 340.1605288184813, MAPE: 44.14%
Accuracy for Africa and Product 820:
MAE: 7.493176383283414, MSE: 78.27762083572512, MAPE: 22.66%
Accuracy for Africa and Product 821:
MAE: 9.917656823369516, MSE: 115.46737533492717, MAPE: 26.92%
Accuracy for Africa and Product 822:
MAE: 8.560581700077956, MSE: 111.5548587911004, MAPE: 21.31%
Accuracy for Africa and Product 823:
MAE: 11.493487244948202, MSE: 215.16856382507632, MAPE: 51.70%
Accuracy for Africa and Product 824:
MAE: 21.064811749652513, MSE: 671.2765894070255, MAPE: 59.19%
Accuracy for Africa and Product 825:
MAE: 11.072260219611902, MSE: 311.12056774272725, MAPE: 23.16%
Accuracy for Africa and Product 826:
MAE: 9.934198960148688, MSE: 118.5528790254978, MAPE: 29.98%
Accuracy for Africa and Product 827:
MAE: 10.070555921810431, MSE: 150.71975052954033, MAPE: 20.71%
Accuracy for Africa and Product 828:
MAE: 3.8781265410837293, MSE: 24.094882663899927, MAPE: 10.50%
Accuracy for Africa and Product 829:
MAE: 18.744501991199048, MSE: 794.9500667830785, MAPE: 152.12%
Accuracy for Africa and Product 830:
MAE: 15.917845812962828, MSE: 300.45682042612975, MAPE: 45.72%
Accuracy for Africa and Product 831:
MAE: 11.513897655554384, MSE: 197.55814336924405, MAPE: 54.64%
Accuracy for Africa and Product 832:
MAE: 8.313609205460974, MSE: 131.46425864172238, MAPE: 43.23%
Accuracy for Africa and Product 833:
MAE: 8.004845412246144, MSE: 138.73478561097528, MAPE: 20.60%
Accuracy for Africa and Product 834:
MAE: 14.00952722978541, MSE: 260.51472362452853, MAPE: 301.10%
Accuracy for Africa and Product 835:
MAE: 10.459604601797674, MSE: 170.48661321509243, MAPE: 44.58%
Accuracy for Africa and Product 836:
MAE: 12.509474648535486, MSE: 179.53138701348877, MAPE: 58.71%
Accuracy for Africa and Product 837:
MAE: 7.049675168205025, MSE: 64.95473475347706, MAPE: 16.01%
Accuracy for Africa and Product 838:
MAE: 6.46939582367006, MSE: 75.7598457862263, MAPE: 16.90%
Accuracy for Africa and Product 839:
MAE: 10.3206964544744, MSE: 197.51132905070776, MAPE: 22.27%
Accuracy for Africa and Product 840:
MAE: 18.172599089622178, MSE: 396.6912829067871, MAPE: 49.87%
Accuracy for Africa and Product 841:
MAE: 14.856729713135309, MSE: 317.4326896849954, MAPE: 51.11%
Accuracy for Africa and Product 842:
MAE: 13.136494804657456, MSE: 217.18594862571484, MAPE: 33.46%
Accuracy for Africa and Product 843:
MAE: 6.021626643839433, MSE: 46.97796095883297, MAPE: 18.09%
Accuracy for Africa and Product 844:
MAE: 16.323303813489492, MSE: 324.3518157421737, MAPE: 51.50%
Accuracy for Africa and Product 845:
MAE: 23.14173485841366, MSE: 821.9434025576014, MAPE: 48.04%
Accuracy for Africa and Product 846:
MAE: 11.420591865462558, MSE: 256.8396543921028, MAPE: 87.81%
Accuracy for Africa and Product 847:
MAE: 11.06251037738338, MSE: 211.60823697869174, MAPE: 44.79%
Accuracy for Africa and Product 848:
MAE: 13.88255417485619, MSE: 294.0290017807817, MAPE: 39.86%
Accuracy for Africa and Product 849:
MAE: 18.600152513398935, MSE: 463.75312569268056, MAPE: 51.86%
Accuracy for Africa and Product 850:
MAE: 10.964426911871822, MSE: 171.36097284011694, MAPE: 23.45%
Accuracy for Africa and Product 851:
MAE: 17.91618712495591, MSE: 381.5157365709652, MAPE: 49.48%
Accuracy for Africa and Product 852:
MAE: 13.536324061160451, MSE: 262.9781118666179, MAPE: 30.68%
Accuracy for Africa and Product 853:
MAE: 8.628507758002588, MSE: 106.68456595631667, MAPE: 29.32%
Accuracy for Africa and Product 854:
MAE: 17.438142092777902, MSE: 341.1026670916126, MAPE: 64.86%
Accuracy for Africa and Product 855:
MAE: 8.111416163102794, MSE: 126.96968171813617, MAPE: 16.32%
Accuracy for Africa and Product 856:
MAE: 13.728555464975079, MSE: 310.5773624730665, MAPE: 41.55%
Accuracy for Africa and Product 857:
MAE: 12.127446257617198, MSE: 214.21070201493245, MAPE: 36.52%
Accuracy for Africa and Product 858:
MAE: 14.754232470744626, MSE: 417.5005094920928, MAPE: 45.33%
Accuracy for Africa and Product 859:
MAE: 10.240885963359592, MSE: 161.0458461376611, MAPE: 25.40%
Accuracy for Africa and Product 860:
MAE: 10.013037531889026, MSE: 174.8550996302465, MAPE: 43.66%
Accuracy for Africa and Product 861:
MAE: 13.85848360668652, MSE: 279.06585652507823, MAPE: 37.76%
Accuracy for Africa and Product 862:
MAE: 13.924677703387733, MSE: 226.20854928294665, MAPE: 36.56%
Accuracy for Africa and Product 863:
MAE: 21.349968615962307, MSE: 717.3349510800833, MAPE: 165.85%
Accuracy for Africa and Product 864:
MAE: 12.821564835133543, MSE: 178.2051806361704, MAPE: 59.72%
Accuracy for Africa and Product 865:
MAE: 8.507812361996928, MSE: 87.38889336570432, MAPE: 24.69%
Accuracy for Africa and Product 866:
MAE: 14.548005684067817, MSE: 354.2163794445495, MAPE: 194.41%
Accuracy for Africa and Product 867:
MAE: 14.774575643740835, MSE: 433.8113642590024, MAPE: 33.68%
Accuracy for Africa and Product 868:
MAE: 11.332065355172618, MSE: 165.70071530002406, MAPE: 29.25%
Accuracy for Africa and Product 869:
MAE: 11.346637201816117, MSE: 199.72160583852548, MAPE: 39.56%
Accuracy for Africa and Product 870:
MAE: 8.86115911005276, MSE: 158.32155155619438, MAPE: 18.48%
Accuracy for Africa and Product 871:
MAE: 16.06726991161376, MSE: 272.2778414401728, MAPE: 65.20%
Accuracy for Africa and Product 872:
MAE: 10.827873105619966, MSE: 126.63163443506883, MAPE: 29.07%
Accuracy for Africa and Product 873:
MAE: 7.586708582865873, MSE: 102.35597591290136, MAPE: 23.30%
Accuracy for Africa and Product 874:
MAE: 13.270027612983862, MSE: 258.49838247417284, MAPE: 30.51%
Accuracy for Africa and Product 875:
MAE: 5.810826005788703, MSE: 53.370350571527936, MAPE: 30.24%
Accuracy for Africa and Product 876:
MAE: 11.814804722506342, MSE: 205.44846355402925, MAPE: 24.73%
Accuracy for Africa and Product 877:
MAE: 8.98898789079461, MSE: 82.43243887394027, MAPE: 20.09%
Accuracy for Africa and Product 878:
MAE: 11.338264919021935, MSE: 183.00970324566077, MAPE: 43.33%
Accuracy for Africa and Product 879:
MAE: 8.421862272920956, MSE: 100.63111631303506, MAPE: 31.64%
Accuracy for Africa and Product 880:
MAE: 10.334061295373163, MSE: 128.78284796458306, MAPE: 40.71%
Accuracy for Africa and Product 881:
MAE: 14.857805998283217, MSE: 278.4758804089205, MAPE: 37.75%
Accuracy for Africa and Product 882:
MAE: 10.041060829041138, MSE: 152.86950338271583, MAPE: 44.16%
Accuracy for Africa and Product 883:
MAE: 11.743764176737475, MSE: 213.52954936091774, MAPE: 31.11%
Accuracy for Africa and Product 884:
MAE: 8.035974665301435, MSE: 101.31361866980014, MAPE: 19.57%
Accuracy for Africa and Product 885:
MAE: 11.03240879095517, MSE: 250.05773936022842, MAPE: 35.37%
Accuracy for Africa and Product 886:
MAE: 5.213614206692469, MSE: 51.17740373788932, MAPE: 15.06%
Accuracy for Africa and Product 887:
MAE: 9.705178934686057, MSE: 139.0565258485655, MAPE: 38.02%
Accuracy for Africa and Product 888:
MAE: 18.197347772982805, MSE: 468.19557737054083, MAPE: 87.28%
Accuracy for Africa and Product 889:
MAE: 6.79421101549589, MSE: 57.81956998586621, MAPE: 20.45%
Accuracy for Africa and Product 890:
MAE: 6.5859378947928615, MSE: 64.7715123124743, MAPE: 15.25%
Accuracy for Africa and Product 891:
MAE: 20.42723830479945, MSE: 559.7235568013484, MAPE: 50.12%
Accuracy for Africa and Product 892:
MAE: 12.15285678889511, MSE: 195.87953861464894, MAPE: 48.47%
Accuracy for Africa and Product 893:
MAE: 15.734718080004736, MSE: 379.3271415838146, MAPE: 35.68%
Accuracy for Africa and Product 894:
MAE: 11.470076278730604, MSE: 201.75336728210888, MAPE: 21.41%
Accuracy for Africa and Product 895:
MAE: 12.174573441771486, MSE: 192.32740639289548, MAPE: 35.07%
Accuracy for Africa and Product 896:
MAE: 12.791688607825957, MSE: 260.5080395918539, MAPE: 33.03%
Accuracy for Africa and Product 897:
MAE: 21.121330954495853, MSE: 513.8554131536398, MAPE: 115.23%
Accuracy for Africa and Product 898:
MAE: 12.873003586326877, MSE: 259.6212609817493, MAPE: 100.95%
Accuracy for Africa and Product 899:
MAE: 20.420888387491182, MSE: 548.0479280623733, MAPE: 74.03%
Accuracy for Africa and Product 900:
MAE: 11.956154686276655, MSE: 200.7234838511804, MAPE: 47.50%
Accuracy for Africa and Product 901:
MAE: 20.379753905559937, MSE: 509.08206589165167, MAPE: 84.11%
Accuracy for Africa and Product 902:
MAE: 18.24353913643452, MSE: 389.69087364795627, MAPE: 57.38%
Accuracy for Africa and Product 903:
MAE: 12.228537203923363, MSE: 212.1928962442584, MAPE: 39.65%
Accuracy for Africa and Product 904:
MAE: 15.560443408749801, MSE: 412.6045845690768, MAPE: 38.76%
Accuracy for Africa and Product 905:
MAE: 14.595726203223998, MSE: 284.56461309279086, MAPE: 47.46%
Accuracy for Africa and Product 906:
MAE: 17.857543069257783, MSE: 375.85531872690837, MAPE: 57.62%
Accuracy for Africa and Product 907:
MAE: 13.099310760532623, MSE: 305.44054931652283, MAPE: 34.12%
Accuracy for Africa and Product 908:
MAE: 10.03829995381317, MSE: 133.21382998169977, MAPE: 32.36%
Accuracy for Africa and Product 909:
MAE: 9.776870094416482, MSE: 157.92145882060333, MAPE: 34.91%
Accuracy for Africa and Product 910:
MAE: 11.524719444770069, MSE: 198.35081538503098, MAPE: 47.20%
Accuracy for Africa and Product 911:
MAE: 11.991815542495802, MSE: 259.45990220038095, MAPE: 26.43%
Accuracy for Africa and Product 912:
MAE: 9.668031671675315, MSE: 169.44587654761514, MAPE: 20.52%
Accuracy for Africa and Product 913:
MAE: 13.780686373551244, MSE: 237.86566637714958, MAPE: 47.98%
Accuracy for Africa and Product 914:
MAE: 10.652836612778597, MSE: 152.53530867233349, MAPE: 28.24%
Accuracy for Africa and Product 915:
MAE: 14.12928761290577, MSE: 222.59848277739624, MAPE: 47.77%
Accuracy for Africa and Product 916:
MAE: 7.49841098936286, MSE: 101.17658792667626, MAPE: 16.99%
Accuracy for Africa and Product 917:
MAE: 13.172800044923898, MSE: 234.3857852498892, MAPE: 45.17%
Accuracy for Africa and Product 918:
MAE: 18.256339366662427, MSE: 742.2885773782784, MAPE: 38.47%
Accuracy for Africa and Product 919:
MAE: 13.654601233091086, MSE: 325.55881680881646, MAPE: 25.00%
Accuracy for Africa and Product 920:
MAE: 5.345363239853072, MSE: 33.47388793555045, MAPE: 17.26%
Accuracy for Africa and Product 921:
MAE: 11.799475076563656, MSE: 206.07022380286548, MAPE: 44.21%
Accuracy for Africa and Product 922:
MAE: 8.137869002395728, MSE: 83.14977903446768, MAPE: 22.01%
Accuracy for Africa and Product 923:
MAE: 5.248980328627513, MSE: 31.716449534690195, MAPE: 13.55%
Accuracy for Africa and Product 924:
MAE: 10.051138731969608, MSE: 231.1590516834457, MAPE: 20.97%
Accuracy for Africa and Product 925:
MAE: 15.29714585919059, MSE: 394.77953361358414, MAPE: 36.93%
Accuracy for Africa and Product 926:
MAE: 24.365712929823466, MSE: 713.1344895796512, MAPE: 65.42%
Accuracy for Africa and Product 927:
MAE: 11.467853476392566, MSE: 209.45024603432745, MAPE: 49.90%
Accuracy for Africa and Product 928:
MAE: 14.497918619835591, MSE: 315.5587777153554, MAPE: 33.01%
Accuracy for Africa and Product 929:
MAE: 10.08949782254808, MSE: 160.66792937338795, MAPE: 30.41%
Accuracy for Africa and Product 930:
MAE: 7.876861746885263, MSE: 95.33000506496205, MAPE: 16.55%
Accuracy for Africa and Product 931:
MAE: 23.42587312436579, MSE: 613.2768812794314, MAPE: 60.53%
Accuracy for Africa and Product 932:
MAE: 12.008522868873127, MSE: 167.18168448930584, MAPE: 32.85%
Accuracy for Africa and Product 933:
MAE: 18.395478201670205, MSE: 380.99721818392266, MAPE: 43.67%
Accuracy for Africa and Product 934:
MAE: 4.739908166599095, MSE: 32.19577775606978, MAPE: 14.37%
Accuracy for Africa and Product 935:
MAE: 10.950188609252866, MSE: 144.94113012008663, MAPE: 30.74%
Accuracy for Africa and Product 936:
MAE: 14.31649534766392, MSE: 302.5213132605718, MAPE: 46.49%
Accuracy for Africa and Product 937:
MAE: 9.079990529722508, MSE: 200.3330092792328, MAPE: 16.10%
Accuracy for Africa and Product 938:
MAE: 17.739557934920374, MSE: 388.295176136735, MAPE: 54.62%
Accuracy for Africa and Product 939:
MAE: 12.290672780718776, MSE: 280.9270098698479, MAPE: 46.82%
Accuracy for Africa and Product 940:
MAE: 16.86377093158965, MSE: 308.2839316172008, MAPE: 79.83%
Accuracy for Africa and Product 941:
MAE: 12.595237668784502, MSE: 183.98313999769834, MAPE: 27.10%
Accuracy for Africa and Product 942:
MAE: 12.84785660763419, MSE: 217.19292167503713, MAPE: 50.96%
Accuracy for Africa and Product 943:
MAE: 16.459808913733262, MSE: 367.4567806042437, MAPE: 42.14%
Accuracy for Africa and Product 944:
MAE: 10.228173051649765, MSE: 152.91448104654174, MAPE: 32.91%
Accuracy for Africa and Product 945:
MAE: 6.425060043087372, MSE: 50.584874245769335, MAPE: 18.84%
Accuracy for Africa and Product 946:
MAE: 17.768208185220807, MSE: 379.85066902618485, MAPE: 60.22%
Accuracy for Africa and Product 947:
MAE: 20.30272639583559, MSE: 504.52939440141273, MAPE: 52.53%
Accuracy for Africa and Product 948:
MAE: 18.138975471424683, MSE: 458.1953854155378, MAPE: 62.31%
Accuracy for Africa and Product 949:
MAE: 9.885246226891391, MSE: 113.26624608865605, MAPE: 35.83%
Accuracy for Africa and Product 950:
MAE: 10.701537557300188, MSE: 251.74371129514853, MAPE: 22.15%
Accuracy for Africa and Product 951:
MAE: 15.283292492845465, MSE: 345.94591299481635, MAPE: 43.27%
Accuracy for Africa and Product 952:
MAE: 22.863317345891602, MSE: 608.2595226817797, MAPE: 85.61%
Accuracy for Africa and Product 953:
MAE: 20.057946122120605, MSE: 476.51548304585947, MAPE: 63.53%
Accuracy for Africa and Product 954:
MAE: 10.023656180798621, MSE: 171.3028622651506, MAPE: 44.22%
Accuracy for Africa and Product 955:
MAE: 17.148182624175234, MSE: 334.7274428515405, MAPE: 82.86%
Accuracy for Africa and Product 956:
MAE: 12.53946633746513, MSE: 204.35401554213303, MAPE: 35.58%
Accuracy for Africa and Product 957:
MAE: 10.802568969336878, MSE: 118.55246678493805, MAPE: 34.56%
Accuracy for Africa and Product 958:
MAE: 6.308288827143483, MSE: 63.94846738598303, MAPE: 22.04%
Accuracy for Africa and Product 959:
MAE: 12.078927383980627, MSE: 191.8073382041028, MAPE: 38.72%
Accuracy for Africa and Product 960:
MAE: 8.648548353769357, MSE: 107.54571765246297, MAPE: 19.41%
Accuracy for Africa and Product 961:
MAE: 13.81824369764563, MSE: 251.00442007049588, MAPE: 31.34%
Accuracy for Africa and Product 962:
MAE: 12.974953172436788, MSE: 193.33968070617317, MAPE: 76.12%
Accuracy for Africa and Product 963:
MAE: 11.184420937707419, MSE: 191.99253466916622, MAPE: 34.58%
Accuracy for Africa and Product 964:
MAE: 9.659453528575117, MSE: 164.63952967491394, MAPE: 43.13%
Accuracy for Africa and Product 965:
MAE: 16.10687473900337, MSE: 311.79397566867124, MAPE: 39.38%
Accuracy for Africa and Product 966:
MAE: 14.510382594720914, MSE: 287.2865679155272, MAPE: 55.20%
Accuracy for Africa and Product 967:
MAE: 14.702987068931884, MSE: 234.5227133468526, MAPE: 33.50%
Accuracy for Africa and Product 968:
MAE: 19.757675643637796, MSE: 681.8871323202782, MAPE: 141.19%
Accuracy for Africa and Product 969:
MAE: 12.188714852738046, MSE: 208.89199983452187, MAPE: 42.67%
Accuracy for Africa and Product 970:
MAE: 6.60353397250979, MSE: 54.45015309524401, MAPE: 19.27%
Accuracy for Africa and Product 971:
MAE: 12.1033712895233, MSE: 228.2812303099629, MAPE: 73.24%
Accuracy for Africa and Product 972:
MAE: 8.720042105932574, MSE: 129.68996534196884, MAPE: 26.34%
Accuracy for Africa and Product 973:
MAE: 12.239681318018025, MSE: 207.0340955455516, MAPE: 63.21%
Accuracy for Africa and Product 974:
MAE: 14.787259873317726, MSE: 279.17370868764567, MAPE: 56.08%
Accuracy for Africa and Product 975:
MAE: 17.136621775554584, MSE: 500.6596024738416, MAPE: 103.30%
Accuracy for Africa and Product 976:
MAE: 14.166791502019782, MSE: 292.6472141623981, MAPE: 63.19%
Accuracy for Africa and Product 977:
MAE: 6.649501707777082, MSE: 54.44239853434605, MAPE: 18.73%
Accuracy for Africa and Product 978:
MAE: 21.078976230778864, MSE: 592.7526699255839, MAPE: 52.16%
Accuracy for Africa and Product 979:
MAE: 8.366270197543766, MSE: 107.50956634306856, MAPE: 33.46%
Accuracy for Africa and Product 980:
MAE: 14.013896916666226, MSE: 238.01646365146675, MAPE: 57.06%
Accuracy for Africa and Product 981:
MAE: 14.630632392079878, MSE: 430.0456545542032, MAPE: 38.11%
Accuracy for Africa and Product 982:
MAE: 16.41528559998047, MSE: 385.5052624819355, MAPE: 37.07%
Accuracy for Africa and Product 983:
MAE: 10.549387367265494, MSE: 225.63467417781817, MAPE: 32.07%
Accuracy for Africa and Product 984:
MAE: 11.764591272528303, MSE: 249.66381648240377, MAPE: 39.08%
Accuracy for Africa and Product 985:
MAE: 19.02686778723308, MSE: 490.813595986755, MAPE: 38.76%
Accuracy for Africa and Product 986:
MAE: 10.594587986636112, MSE: 183.5508472825323, MAPE: 30.64%
Accuracy for Africa and Product 987:
MAE: 11.250650752877801, MSE: 223.59490417673106, MAPE: 23.90%
Accuracy for Africa and Product 988:
MAE: 11.897132607954166, MSE: 200.81888516658267, MAPE: 49.68%
Accuracy for Africa and Product 989:
MAE: 16.128952322015202, MSE: 483.6518778393357, MAPE: 74.20%
Accuracy for Africa and Product 990:
MAE: 26.240914170202426, MSE: 1115.295603318328, MAPE: 170.53%
Accuracy for Africa and Product 991:
MAE: 14.504756408966335, MSE: 265.21325136254126, MAPE: 55.04%
Accuracy for Africa and Product 992:
MAE: 9.500141277530386, MSE: 241.298330945623, MAPE: 36.85%
Accuracy for Africa and Product 993:
MAE: 23.73764165822288, MSE: 850.4867941178811, MAPE: 54.52%
Accuracy for Africa and Product 994:
MAE: 12.401854821919622, MSE: 199.5167226540181, MAPE: 24.71%
Accuracy for Africa and Product 995:
MAE: 19.77235478941584, MSE: 511.39474364960614, MAPE: 81.07%
Accuracy for Africa and Product 996:
MAE: 10.235696234412453, MSE: 219.22606848813, MAPE: 22.63%
Accuracy for Africa and Product 997:
MAE: 22.27573091840045, MSE: 629.300142096053, MAPE: 61.27%
Accuracy for Africa and Product 998:
MAE: 9.54142933268976, MSE: 109.22599375206237, MAPE: 24.12%
Accuracy for Africa and Product 999:
MAE: 10.06166282586344, MSE: 155.53455408701424, MAPE: 29.94%
Accuracy for Asia and Product 100:
MAE: 19.36549163069612, MSE: 453.01023301571894, MAPE: 55.54%
Accuracy for Asia and Product 101:
MAE: 11.703948203436475, MSE: 244.82777334017047, MAPE: 103.56%
Accuracy for Asia and Product 102:
MAE: 15.207289074784693, MSE: 401.6679790255787, MAPE: 30.21%
Accuracy for Asia and Product 103:
MAE: 8.204185681937325, MSE: 93.35495530621162, MAPE: 30.24%
Accuracy for Asia and Product 104:
MAE: 12.481470323374804, MSE: 207.2762843590163, MAPE: 28.82%
Accuracy for Asia and Product 105:
MAE: 11.551832280816363, MSE: 185.72214704642852, MAPE: 39.08%
Accuracy for Asia and Product 106:
MAE: 9.376391372752732, MSE: 107.3363132534752, MAPE: 25.98%
Accuracy for Asia and Product 107:
MAE: 9.707846857174491, MSE: 130.42713215291207, MAPE: 37.87%
Accuracy for Asia and Product 108:
MAE: 11.727818685326298, MSE: 234.89627717985573, MAPE: 25.88%
Accuracy for Asia and Product 109:
MAE: 10.296023373776977, MSE: 139.64663452027526, MAPE: 37.20%
Accuracy for Asia and Product 110:
MAE: 12.888372765201932, MSE: 313.6317568599732, MAPE: 24.98%
Accuracy for Asia and Product 111:
MAE: 14.01687987457598, MSE: 347.780717173419, MAPE: 63.99%
Accuracy for Asia and Product 112:
MAE: 9.130154283138618, MSE: 99.20099243341, MAPE: 22.74%
Accuracy for Asia and Product 113:
MAE: 9.656960801040189, MSE: 119.19929690303441, MAPE: 27.58%
Accuracy for Asia and Product 114:
MAE: 25.11964239593261, MSE: 844.9674058433469, MAPE: 119.76%
Accuracy for Asia and Product 115:
MAE: 12.714423012653782, MSE: 170.8976209928399, MAPE: 45.00%
Accuracy for Asia and Product 116:
MAE: 15.353323978757178, MSE: 302.90840541418146, MAPE: 55.88%
Accuracy for Asia and Product 117:
MAE: 11.099553521134332, MSE: 173.2258803543786, MAPE: 35.18%
Accuracy for Asia and Product 118:
MAE: 14.797261783874575, MSE: 422.7492099603911, MAPE: 37.64%
Accuracy for Asia and Product 119:
MAE: 7.864392486244886, MSE: 90.20132308534082, MAPE: 21.93%
Accuracy for Asia and Product 120:
MAE: 14.945816901946369, MSE: 249.4165827592647, MAPE: 33.86%
Accuracy for Asia and Product 121:
MAE: 17.497933196548182, MSE: 434.7865424259492, MAPE: 46.66%
Accuracy for Asia and Product 122:
MAE: 20.09879649547315, MSE: 458.1807916338215, MAPE: 52.38%
Accuracy for Asia and Product 123:
MAE: 24.795380859211576, MSE: 755.2744458129853, MAPE: 96.52%
Accuracy for Asia and Product 124:
MAE: 14.411831816928654, MSE: 218.2124205815948, MAPE: 34.41%
Accuracy for Asia and Product 125:
MAE: 11.276332835130477, MSE: 270.6775011682047, MAPE: 43.43%
Accuracy for Asia and Product 126:
MAE: 9.770350782175072, MSE: 144.37627849716, MAPE: 27.34%
Accuracy for Asia and Product 127:
MAE: 16.931335901985655, MSE: 301.22322518391394, MAPE: 59.15%
Accuracy for Asia and Product 128:
MAE: 14.960751333750874, MSE: 300.5328014912046, MAPE: 64.76%
Accuracy for Asia and Product 129:
MAE: 14.668748363965955, MSE: 453.98058867525987, MAPE: 56.08%
Accuracy for Asia and Product 130:
MAE: 10.850854173752637, MSE: 158.3270361658161, MAPE: 26.72%
Accuracy for Asia and Product 131:
MAE: 10.039019782904337, MSE: 133.52493634726707, MAPE: 27.41%
Accuracy for Asia and Product 132:
MAE: 15.875255320250114, MSE: 267.5557621641053, MAPE: 50.15%
Accuracy for Asia and Product 133:
MAE: 16.209998919164086, MSE: 474.7667329594039, MAPE: 46.05%
Accuracy for Asia and Product 134:
MAE: 9.623136360434428, MSE: 115.13927560952102, MAPE: 38.93%
Accuracy for Asia and Product 135:
MAE: 10.115292247580095, MSE: 125.86066414560518, MAPE: 65.42%
Accuracy for Asia and Product 136:
MAE: 10.363397737947682, MSE: 132.9752419016012, MAPE: 31.90%
Accuracy for Asia and Product 137:
MAE: 10.219492374165084, MSE: 179.87857345658807, MAPE: 27.57%
Accuracy for Asia and Product 138:
MAE: 6.550964227695509, MSE: 51.73683396007185, MAPE: 21.34%
Accuracy for Asia and Product 139:
MAE: 11.520262938353415, MSE: 167.07370793708108, MAPE: 31.19%
Accuracy for Asia and Product 140:
MAE: 7.600442475082296, MSE: 79.89171302335993, MAPE: 16.99%
Accuracy for Asia and Product 141:
MAE: 13.122953241309869, MSE: 220.0175809075427, MAPE: 64.81%
Accuracy for Asia and Product 142:
MAE: 10.640194755118468, MSE: 199.9851613895409, MAPE: 56.42%
Accuracy for Asia and Product 143:
MAE: 8.400253977871476, MSE: 124.58251015154163, MAPE: 21.16%
Accuracy for Asia and Product 144:
MAE: 13.89704051164308, MSE: 225.63550133214216, MAPE: 49.62%
Accuracy for Asia and Product 145:
MAE: 20.25139808655897, MSE: 940.0381446455398, MAPE: 32.35%
Accuracy for Asia and Product 146:
MAE: 12.211444002594364, MSE: 179.8185905822729, MAPE: 48.55%
Accuracy for Asia and Product 147:
MAE: 13.517347141817414, MSE: 215.14099315175113, MAPE: 48.59%
Accuracy for Asia and Product 148:
MAE: 22.690468885246823, MSE: 549.792993656618, MAPE: 110.60%
Accuracy for Asia and Product 149:
MAE: 10.882365770475905, MSE: 163.50582876727418, MAPE: 125.88%
Accuracy for Asia and Product 150:
MAE: 12.078058667355695, MSE: 189.20448237377065, MAPE: 37.01%
Accuracy for Asia and Product 151:
MAE: 15.601344704228282, MSE: 326.6794213851832, MAPE: 39.69%
Accuracy for Asia and Product 152:
MAE: 12.174401425482236, MSE: 181.52535553364413, MAPE: 35.07%
Accuracy for Asia and Product 153:
MAE: 11.76034257502141, MSE: 179.41420680964967, MAPE: 31.98%
Accuracy for Asia and Product 154:
MAE: 9.476470031202426, MSE: 101.5431979961838, MAPE: 26.72%
Accuracy for Asia and Product 155:
MAE: 10.083930825689992, MSE: 200.94039476187646, MAPE: 24.56%
Accuracy for Asia and Product 156:
MAE: 13.339226449367132, MSE: 303.88494023689526, MAPE: 35.72%
Accuracy for Asia and Product 157:
MAE: 10.93012809569659, MSE: 184.3236256049679, MAPE: 45.38%
Accuracy for Asia and Product 158:
MAE: 16.416546610244882, MSE: 388.23738135074814, MAPE: 65.54%
Accuracy for Asia and Product 159:
MAE: 10.640225991951752, MSE: 183.45506087930792, MAPE: 33.21%
Accuracy for Asia and Product 160:
MAE: 7.032109793372973, MSE: 77.50503660350358, MAPE: 18.20%
Accuracy for Asia and Product 161:
MAE: 8.582114542984396, MSE: 96.89999071716366, MAPE: 19.39%
Accuracy for Asia and Product 162:
MAE: 6.960494841966275, MSE: 64.10837516588774, MAPE: 20.25%
Accuracy for Asia and Product 163:
MAE: 8.768784703586713, MSE: 148.72605903180812, MAPE: 27.72%
Accuracy for Asia and Product 164:
MAE: 8.848861800132802, MSE: 133.5327342820695, MAPE: 35.05%
Accuracy for Asia and Product 165:
MAE: 5.1651253334784615, MSE: 30.451217669700373, MAPE: 14.08%
Accuracy for Asia and Product 166:
MAE: 5.7124338559882215, MSE: 50.593416127924925, MAPE: 18.09%
Accuracy for Asia and Product 167:
MAE: 12.30153701885792, MSE: 214.67605326473466, MAPE: 47.43%
Accuracy for Asia and Product 168:
MAE: 14.607188643313012, MSE: 354.55733773744066, MAPE: 41.27%
Accuracy for Asia and Product 169:
MAE: 20.228986942105006, MSE: 443.53180134242905, MAPE: 71.48%
Accuracy for Asia and Product 170:
MAE: 20.1166642444402, MSE: 434.50474683589675, MAPE: 54.91%
Accuracy for Asia and Product 171:
MAE: 10.716656509218124, MSE: 139.64402984425098, MAPE: 23.85%
Accuracy for Asia and Product 172:
MAE: 9.141254742456297, MSE: 97.5825068982306, MAPE: 30.60%
Accuracy for Asia and Product 173:
MAE: 10.55324742169308, MSE: 166.32987225049126, MAPE: 43.45%
Accuracy for Asia and Product 174:
MAE: 11.31283325949117, MSE: 209.22477329681382, MAPE: 25.45%
Accuracy for Asia and Product 175:
MAE: 15.137547690929258, MSE: 425.7789462049868, MAPE: 35.26%
Accuracy for Asia and Product 176:
MAE: 14.620557256635056, MSE: 313.29047802334907, MAPE: 33.63%
Accuracy for Asia and Product 177:
MAE: 6.503779142406559, MSE: 64.34242521322608, MAPE: 19.86%
Accuracy for Asia and Product 178:
MAE: 7.202523571397654, MSE: 81.15248713769088, MAPE: 27.89%
Accuracy for Asia and Product 179:
MAE: 19.78088703142338, MSE: 512.9533647947452, MAPE: 145.28%
Accuracy for Asia and Product 180:
MAE: 9.083471883509404, MSE: 92.0127680148782, MAPE: 23.80%
Accuracy for Asia and Product 181:
MAE: 15.557639669459132, MSE: 531.0387406619183, MAPE: 31.82%
Accuracy for Asia and Product 182:
MAE: 16.477789246058997, MSE: 292.8720989637355, MAPE: 34.37%
Accuracy for Asia and Product 183:
MAE: 6.009533469750153, MSE: 54.47675520739981, MAPE: 14.55%
Accuracy for Asia and Product 184:
MAE: 14.072033145910343, MSE: 347.03279816102355, MAPE: 53.25%
Accuracy for Asia and Product 185:
MAE: 8.271666997488596, MSE: 153.8799213305735, MAPE: 16.30%
Accuracy for Asia and Product 186:
MAE: 7.333811660565042, MSE: 101.8908450402961, MAPE: 20.76%
Accuracy for Asia and Product 187:
MAE: 11.323955113089395, MSE: 234.8577556420958, MAPE: 67.25%
Accuracy for Asia and Product 188:
MAE: 16.066327273743305, MSE: 329.0564051362647, MAPE: 46.32%
Accuracy for Asia and Product 189:
MAE: 14.991325878837348, MSE: 301.67874703805654, MAPE: 38.63%
Accuracy for Asia and Product 190:
MAE: 14.46712530003532, MSE: 267.9051422818312, MAPE: 54.88%
Accuracy for Asia and Product 191:
MAE: 9.485215277979451, MSE: 128.2364877929564, MAPE: 23.75%
Accuracy for Asia and Product 192:
MAE: 16.20363261564028, MSE: 326.0681554715345, MAPE: 65.01%
Accuracy for Asia and Product 193:
MAE: 10.306305678246773, MSE: 147.55130279353222, MAPE: 40.38%
Accuracy for Asia and Product 194:
MAE: 8.686389651441072, MSE: 233.61885758132894, MAPE: 15.96%
Accuracy for Asia and Product 195:
MAE: 10.240341345808927, MSE: 116.13457210487411, MAPE: 40.44%
Accuracy for Asia and Product 196:
MAE: 7.454376289411249, MSE: 124.16404434498823, MAPE: 23.42%
Accuracy for Asia and Product 197:
MAE: 16.803147359584063, MSE: 421.89009985632964, MAPE: 65.73%
Accuracy for Asia and Product 198:
MAE: 8.17679011616013, MSE: 102.34909671494708, MAPE: 24.50%
Accuracy for Asia and Product 199:
MAE: 16.530131039124786, MSE: 363.51823183085185, MAPE: 47.48%
Accuracy for Asia and Product 200:
MAE: 7.158635974750149, MSE: 99.24752664772382, MAPE: 19.08%
Accuracy for Asia and Product 201:
MAE: 7.168922636806566, MSE: 63.350347653297135, MAPE: 27.01%
Accuracy for Asia and Product 202:
MAE: 9.662804259871105, MSE: 106.74646302324939, MAPE: 51.27%
Accuracy for Asia and Product 203:
MAE: 20.272922539836763, MSE: 557.4902144690572, MAPE: 81.12%
Accuracy for Asia and Product 204:
MAE: 6.78983395261718, MSE: 65.47678522124936, MAPE: 18.97%
Accuracy for Asia and Product 205:
MAE: 10.397023971559364, MSE: 193.21628673469962, MAPE: 23.54%
Accuracy for Asia and Product 206:
MAE: 11.027552021401737, MSE: 266.5256459017377, MAPE: 18.80%
Accuracy for Asia and Product 207:
MAE: 10.30931305363605, MSE: 178.01343066454257, MAPE: 26.88%
Accuracy for Asia and Product 208:
MAE: 22.248233995177667, MSE: 565.6584396288413, MAPE: 55.26%
Accuracy for Asia and Product 209:
MAE: 14.80584362282724, MSE: 314.65093806416843, MAPE: 35.88%
Accuracy for Asia and Product 210:
MAE: 11.811040623615588, MSE: 196.15654402046, MAPE: 58.48%
Accuracy for Asia and Product 211:
MAE: 11.705032832089156, MSE: 155.90847696614483, MAPE: 36.19%
Accuracy for Asia and Product 212:
MAE: 14.447029590903284, MSE: 244.29812790906368, MAPE: 43.70%
Accuracy for Asia and Product 213:
MAE: 15.832692648039167, MSE: 398.9389169584182, MAPE: 62.85%
Accuracy for Asia and Product 214:
MAE: 15.35805181572034, MSE: 418.77612206210887, MAPE: 34.65%
Accuracy for Asia and Product 215:
MAE: 8.225564522440454, MSE: 124.1201578318643, MAPE: 16.45%
Accuracy for Asia and Product 216:
MAE: 5.99841850619673, MSE: 78.30248028426209, MAPE: 12.14%
Accuracy for Asia and Product 217:
MAE: 6.942365944429244, MSE: 104.98283543397625, MAPE: 14.53%
Accuracy for Asia and Product 218:
MAE: 9.624642507250023, MSE: 191.75470430860327, MAPE: 20.10%
Accuracy for Asia and Product 219:
MAE: 16.16353685008021, MSE: 474.07184544030895, MAPE: 63.21%
Accuracy for Asia and Product 220:
MAE: 14.820858782040869, MSE: 408.2113611098566, MAPE: 93.42%
Accuracy for Asia and Product 221:
MAE: 13.600728170855621, MSE: 278.13319401549404, MAPE: 102.68%
Accuracy for Asia and Product 222:
MAE: 12.907614562613793, MSE: 293.1790931082883, MAPE: 43.56%
Accuracy for Asia and Product 223:
MAE: 8.358517046686478, MSE: 101.68867787135342, MAPE: 25.11%
Accuracy for Asia and Product 224:
MAE: 13.285877355206996, MSE: 302.41650685319826, MAPE: 39.58%
Accuracy for Asia and Product 225:
MAE: 14.208242424754626, MSE: 244.0624391623715, MAPE: 37.22%
Accuracy for Asia and Product 226:
MAE: 10.771660119775833, MSE: 127.38491254126124, MAPE: 24.70%
Accuracy for Asia and Product 227:
MAE: 7.272974293731524, MSE: 63.29543653686733, MAPE: 17.67%
Accuracy for Asia and Product 228:
MAE: 14.969276036837623, MSE: 245.66892483374667, MAPE: 38.23%
Accuracy for Asia and Product 229:
MAE: 20.91379839622285, MSE: 580.5844022971752, MAPE: 94.87%
Accuracy for Asia and Product 230:
MAE: 17.92892545806847, MSE: 445.0758763822572, MAPE: 62.75%
Accuracy for Asia and Product 231:
MAE: 11.29900363083164, MSE: 186.657173324271, MAPE: 34.27%
Accuracy for Asia and Product 232:
MAE: 21.005391497157436, MSE: 609.8165592147882, MAPE: 149.13%
Accuracy for Asia and Product 233:
MAE: 12.577053754349372, MSE: 260.7676404861146, MAPE: 76.64%
Accuracy for Asia and Product 234:
MAE: 9.01507492392001, MSE: 93.68110187952455, MAPE: 23.70%
Accuracy for Asia and Product 235:
MAE: 12.37628180135367, MSE: 311.04594422647114, MAPE: 32.20%
Accuracy for Asia and Product 236:
MAE: 21.07390556883748, MSE: 470.58624969351524, MAPE: 79.74%
Accuracy for Asia and Product 237:
MAE: 12.513573300763111, MSE: 216.43213703673177, MAPE: 28.94%
Accuracy for Asia and Product 238:
MAE: 13.9183555876914, MSE: 245.13353114147532, MAPE: 62.85%
Accuracy for Asia and Product 239:
MAE: 9.803660174009535, MSE: 134.40401839241068, MAPE: 37.71%
Accuracy for Asia and Product 240:
MAE: 14.023972374295889, MSE: 258.80036015239773, MAPE: 49.20%
Accuracy for Asia and Product 241:
MAE: 16.212271073084644, MSE: 321.7537079105909, MAPE: 68.64%
Accuracy for Asia and Product 242:
MAE: 10.692766220959744, MSE: 179.91664046895502, MAPE: 23.41%
Accuracy for Asia and Product 243:
MAE: 12.270352434601339, MSE: 209.7540128424996, MAPE: 32.79%
Accuracy for Asia and Product 244:
MAE: 11.149749963314358, MSE: 177.61353641372952, MAPE: 37.42%
Accuracy for Asia and Product 245:
MAE: 19.732035001217906, MSE: 620.4351822859201, MAPE: 84.76%
Accuracy for Asia and Product 246:
MAE: 8.62674930935845, MSE: 158.26948576260818, MAPE: 22.00%
Accuracy for Asia and Product 247:
MAE: 19.7396826834607, MSE: 436.08523437378864, MAPE: 42.19%
Accuracy for Asia and Product 248:
MAE: 1.234815005760288, MSE: 2.9060580727241576, MAPE: 3.01%
Accuracy for Asia and Product 249:
MAE: 21.675080435342224, MSE: 506.6492767605834, MAPE: 526.45%
Accuracy for Asia and Product 250:
MAE: 18.215965543864925, MSE: 405.15969965147326, MAPE: 87.87%
Accuracy for Asia and Product 251:
MAE: 14.837881454282927, MSE: 394.63798645359964, MAPE: 33.49%
Accuracy for Asia and Product 252:
MAE: 12.424089763625814, MSE: 180.1345021020282, MAPE: 54.66%
Accuracy for Asia and Product 253:
MAE: 17.842936694617094, MSE: 436.4121463305428, MAPE: 41.21%
Accuracy for Asia and Product 254:
MAE: 13.686134848910484, MSE: 289.36881106753174, MAPE: 39.26%
Accuracy for Asia and Product 255:
MAE: 7.607496921810599, MSE: 79.79667548753385, MAPE: 27.58%
Accuracy for Asia and Product 256:
MAE: 9.675871458352107, MSE: 142.2781419048613, MAPE: 40.55%
Accuracy for Asia and Product 257:
MAE: 16.693299152729004, MSE: 384.6612217421565, MAPE: 41.02%
Accuracy for Asia and Product 258:
MAE: 8.007986750655622, MSE: 87.38420163896409, MAPE: 21.74%
Accuracy for Asia and Product 259:
MAE: 10.645007567677094, MSE: 171.03028799539288, MAPE: 51.37%
Accuracy for Asia and Product 260:
MAE: 12.321946272503082, MSE: 267.7517464490111, MAPE: 42.49%
Accuracy for Asia and Product 261:
MAE: 14.686688180065833, MSE: 345.98541898443113, MAPE: 74.59%
Accuracy for Asia and Product 262:
MAE: 8.855900364956081, MSE: 125.28560152380267, MAPE: 25.02%
Accuracy for Asia and Product 263:
MAE: 13.668759323040131, MSE: 214.8344432597215, MAPE: 41.29%
Accuracy for Asia and Product 264:
MAE: 9.121954057455733, MSE: 156.6628555970203, MAPE: 32.05%
Accuracy for Asia and Product 265:
MAE: 14.194156445447561, MSE: 262.85576514055515, MAPE: 34.78%
Accuracy for Asia and Product 266:
MAE: 6.0568780242542335, MSE: 58.66894781282775, MAPE: 14.84%
Accuracy for Asia and Product 267:
MAE: 9.640002787565678, MSE: 188.0132353310536, MAPE: 29.83%
Accuracy for Asia and Product 268:
MAE: 9.841480165692108, MSE: 124.82166121805383, MAPE: 33.77%
Accuracy for Asia and Product 269:
MAE: 10.96850234957624, MSE: 177.5641647335624, MAPE: 38.23%
Accuracy for Asia and Product 270:
MAE: 15.83345654063504, MSE: 336.03155747158905, MAPE: 57.17%
Accuracy for Asia and Product 271:
MAE: 15.153724986424056, MSE: 374.02165457300214, MAPE: 45.22%
Accuracy for Asia and Product 272:
MAE: 17.034897562042396, MSE: 475.37424452708854, MAPE: 127.17%
Accuracy for Asia and Product 273:
MAE: 12.094522708961325, MSE: 204.19576378706026, MAPE: 24.57%
Accuracy for Asia and Product 274:
MAE: 15.463458547398819, MSE: 311.68996108308886, MAPE: 47.71%
Accuracy for Asia and Product 275:
MAE: 16.754597738566197, MSE: 424.0336247044408, MAPE: 61.60%
Accuracy for Asia and Product 276:
MAE: 24.244934201141525, MSE: 755.3822079509225, MAPE: 107.20%
Accuracy for Asia and Product 277:
MAE: 14.302690086862857, MSE: 293.12745154602817, MAPE: 36.09%
Accuracy for Asia and Product 278:
MAE: 15.499875070030503, MSE: 429.99895779808276, MAPE: 35.81%
Accuracy for Asia and Product 279:
MAE: 20.829738580210563, MSE: 511.8148214122446, MAPE: 77.98%
Accuracy for Asia and Product 280:
MAE: 19.317973814031642, MSE: 506.80830970533333, MAPE: 73.32%
Accuracy for Asia and Product 281:
MAE: 14.351910112999628, MSE: 240.4749475212854, MAPE: 67.40%
Accuracy for Asia and Product 282:
MAE: 9.254679856028412, MSE: 138.3203346999223, MAPE: 22.42%
Accuracy for Asia and Product 283:
MAE: 9.069648233642333, MSE: 124.8057561254927, MAPE: 24.61%
Accuracy for Asia and Product 284:
MAE: 14.630387105945568, MSE: 380.01214736003556, MAPE: 36.47%
Accuracy for Asia and Product 285:
MAE: 15.518376751767658, MSE: 332.61757499778963, MAPE: 42.15%
Accuracy for Asia and Product 286:
MAE: 7.93922634170398, MSE: 162.20775949956902, MAPE: 20.43%
Accuracy for Asia and Product 287:
MAE: 6.327102132175684, MSE: 56.76165411514954, MAPE: 14.95%
Accuracy for Asia and Product 288:
MAE: 9.754786539722039, MSE: 98.08264046014475, MAPE: 41.47%
Accuracy for Asia and Product 289:
MAE: 10.116815289442076, MSE: 164.44241337621216, MAPE: 25.35%
Accuracy for Asia and Product 290:
MAE: 9.910085362387573, MSE: 120.1890595962448, MAPE: 29.70%
Accuracy for Asia and Product 291:
MAE: 18.737189469504813, MSE: 491.03934081337945, MAPE: 123.15%
Accuracy for Asia and Product 292:
MAE: 19.987734279618998, MSE: 510.2619354967145, MAPE: 36.75%
Accuracy for Asia and Product 293:
MAE: 3.9778498364179966, MSE: 18.58243692898039, MAPE: 10.03%
Accuracy for Asia and Product 294:
MAE: 14.78157209428216, MSE: 272.4882044194868, MAPE: 43.45%
Accuracy for Asia and Product 295:
MAE: 14.318890529066314, MSE: 480.8330658109015, MAPE: 32.97%
Accuracy for Asia and Product 296:
MAE: 11.267490446294115, MSE: 215.6241661110461, MAPE: 36.15%
Accuracy for Asia and Product 297:
MAE: 12.163984201139309, MSE: 204.9185904175797, MAPE: 43.42%
Accuracy for Asia and Product 298:
MAE: 15.076948392315142, MSE: 329.9337608332089, MAPE: 74.74%
Accuracy for Asia and Product 299:
MAE: 12.513538598797334, MSE: 252.31159885600306, MAPE: 31.74%
Accuracy for Asia and Product 300:
MAE: 9.600874253200402, MSE: 148.64875556578883, MAPE: 26.98%
Accuracy for Asia and Product 301:
MAE: 12.244177588646497, MSE: 237.68732401480514, MAPE: 23.40%
Accuracy for Asia and Product 302:
MAE: 17.109806564172438, MSE: 382.34149322008614, MAPE: 46.68%
Accuracy for Asia and Product 303:
MAE: 16.918298723978133, MSE: 417.6033033115086, MAPE: 68.61%
Accuracy for Asia and Product 304:
MAE: 16.613297488863527, MSE: 319.9427135046307, MAPE: 78.36%
Accuracy for Asia and Product 305:
MAE: 3.4345772445557956, MSE: 14.79009259699976, MAPE: 7.99%
Accuracy for Asia and Product 306:
MAE: 7.942196434065029, MSE: 81.61682913334128, MAPE: 18.05%
Accuracy for Asia and Product 307:
MAE: 12.402786404818883, MSE: 157.75197040636834, MAPE: 31.26%
Accuracy for Asia and Product 308:
MAE: 11.064264947456632, MSE: 169.62766630567435, MAPE: 36.27%
Accuracy for Asia and Product 309:
MAE: 12.374692567525084, MSE: 212.30488506305898, MAPE: 25.86%
Accuracy for Asia and Product 310:
MAE: 6.256615102567504, MSE: 68.74238733811157, MAPE: 18.54%
Accuracy for Asia and Product 311:
MAE: 9.185715333236214, MSE: 146.4182529945703, MAPE: 30.39%
Accuracy for Asia and Product 312:
MAE: 11.654404486916064, MSE: 173.82326074557471, MAPE: 30.54%
Accuracy for Asia and Product 313:
MAE: 7.471146187473275, MSE: 65.92093192472954, MAPE: 21.29%
Accuracy for Asia and Product 314:
MAE: 5.792227747005761, MSE: 51.49480928943598, MAPE: 15.22%
Accuracy for Asia and Product 315:
MAE: 16.741435213458608, MSE: 402.1924316990537, MAPE: 194.38%
Accuracy for Asia and Product 316:
MAE: 11.715426527291271, MSE: 181.90916170974592, MAPE: 32.02%
Accuracy for Asia and Product 317:
MAE: 10.24231786510617, MSE: 223.58010416096403, MAPE: 28.44%
Accuracy for Asia and Product 318:
MAE: 19.33175241671766, MSE: 525.5400669818473, MAPE: 69.09%
Accuracy for Asia and Product 319:
MAE: 15.768486439838023, MSE: 395.51396499370384, MAPE: 35.86%
Accuracy for Asia and Product 320:
MAE: 12.765319490881033, MSE: 225.9949268989663, MAPE: 24.41%
Accuracy for Asia and Product 321:
MAE: 11.279359491213915, MSE: 170.1458048513494, MAPE: 46.13%
Accuracy for Asia and Product 322:
MAE: 9.178208344120113, MSE: 87.01881900064082, MAPE: 24.00%
Accuracy for Asia and Product 323:
MAE: 9.151140998006449, MSE: 144.34435923524947, MAPE: 30.24%
Accuracy for Asia and Product 324:
MAE: 8.383846338447587, MSE: 98.42578905231137, MAPE: 42.95%
Accuracy for Asia and Product 325:
MAE: 8.363866624712935, MSE: 78.32192219152046, MAPE: 21.59%
Accuracy for Asia and Product 326:
MAE: 8.464115818154543, MSE: 120.66416847977254, MAPE: 23.62%
Accuracy for Asia and Product 327:
MAE: 13.67073191984531, MSE: 276.8815003565059, MAPE: 44.52%
Accuracy for Asia and Product 328:
MAE: 9.319430034210669, MSE: 147.69859490043865, MAPE: 33.52%
Accuracy for Asia and Product 329:
MAE: 14.784474267677563, MSE: 264.9155789891074, MAPE: 47.69%
Accuracy for Asia and Product 330:
MAE: 14.398104652431368, MSE: 220.8105654680957, MAPE: 43.16%
Accuracy for Asia and Product 331:
MAE: 7.839780759042805, MSE: 106.02089376751262, MAPE: 28.13%
Accuracy for Asia and Product 332:
MAE: 10.17913897877931, MSE: 288.0754127720351, MAPE: 99.11%
Accuracy for Asia and Product 333:
MAE: 6.233811174372539, MSE: 54.54042627823541, MAPE: 14.73%
Accuracy for Asia and Product 334:
MAE: 14.39736242303477, MSE: 230.05209879591703, MAPE: 77.37%
Accuracy for Asia and Product 335:
MAE: 9.051031631589865, MSE: 87.1522578999241, MAPE: 29.22%
Accuracy for Asia and Product 336:
MAE: 15.678570128270895, MSE: 317.0601817566744, MAPE: 45.58%
Accuracy for Asia and Product 337:
MAE: 7.899669556837763, MSE: 141.92336152011995, MAPE: 21.73%
Accuracy for Asia and Product 338:
MAE: 6.9442930296010035, MSE: 100.6424077962, MAPE: 17.70%
Accuracy for Asia and Product 339:
MAE: 9.97572831394982, MSE: 141.19218463214452, MAPE: 26.98%
Accuracy for Asia and Product 340:
MAE: 9.160227439547082, MSE: 108.62999419617014, MAPE: 20.85%
Accuracy for Asia and Product 341:
MAE: 15.46282526955024, MSE: 298.23839513745935, MAPE: 49.36%
Accuracy for Asia and Product 342:
MAE: 10.07616530240034, MSE: 207.57619370721758, MAPE: 35.06%
Accuracy for Asia and Product 343:
MAE: 14.125461083356777, MSE: 261.2122208800834, MAPE: 33.32%
Accuracy for Asia and Product 344:
MAE: 17.39042124830851, MSE: 398.51658491624164, MAPE: 96.49%
Accuracy for Asia and Product 345:
MAE: 15.344086431406026, MSE: 318.9235546299657, MAPE: 213.64%
Accuracy for Asia and Product 346:
MAE: 9.914746311127617, MSE: 224.5300393338276, MAPE: 16.32%
Accuracy for Asia and Product 347:
MAE: 14.029057818407603, MSE: 267.4050063020197, MAPE: 35.25%
Accuracy for Asia and Product 348:
MAE: 17.356701590200874, MSE: 487.25974126185366, MAPE: 60.76%
Accuracy for Asia and Product 349:
MAE: 7.7495315952061645, MSE: 124.4577135437177, MAPE: 26.81%
Accuracy for Asia and Product 350:
MAE: 15.013772194230338, MSE: 252.54981700735615, MAPE: 50.08%
Accuracy for Asia and Product 351:
MAE: 9.509791902946947, MSE: 112.82553471270549, MAPE: 30.16%
Accuracy for Asia and Product 352:
MAE: 16.42624641057322, MSE: 349.39531472870584, MAPE: 63.19%
Accuracy for Asia and Product 353:
MAE: 16.774725613313407, MSE: 342.4407136495191, MAPE: 56.12%
Accuracy for Asia and Product 354:
MAE: 11.149310123561344, MSE: 188.95824974775635, MAPE: 33.32%
Accuracy for Asia and Product 355:
MAE: 12.735858835581798, MSE: 277.0593233639932, MAPE: 43.34%
Accuracy for Asia and Product 356:
MAE: 12.373842349491307, MSE: 228.1374997461349, MAPE: 33.37%
Accuracy for Asia and Product 357:
MAE: 8.743660398445453, MSE: 96.02393782236884, MAPE: 36.46%
Accuracy for Asia and Product 358:
MAE: 9.613977115954187, MSE: 101.90785469806787, MAPE: 29.38%
Accuracy for Asia and Product 359:
MAE: 10.311581035617374, MSE: 157.86633060655998, MAPE: 32.11%
Accuracy for Asia and Product 360:
MAE: 5.746977520019996, MSE: 49.15810061411153, MAPE: 19.16%
Accuracy for Asia and Product 361:
MAE: 15.466622793805376, MSE: 346.1282671902685, MAPE: 37.53%
Accuracy for Asia and Product 362:
MAE: 13.428311892754158, MSE: 258.7075745265007, MAPE: 42.56%
Accuracy for Asia and Product 363:
MAE: 7.088791593580821, MSE: 95.73727889122856, MAPE: 22.28%
Accuracy for Asia and Product 364:
MAE: 13.130976735094896, MSE: 206.1402336144654, MAPE: 59.95%
Accuracy for Asia and Product 365:
MAE: 9.552403605182379, MSE: 210.3581789347391, MAPE: 31.72%
Accuracy for Asia and Product 366:
MAE: 12.552407473955094, MSE: 175.8282407019883, MAPE: 69.08%
Accuracy for Asia and Product 367:
MAE: 19.05852285854383, MSE: 551.2736183007535, MAPE: 45.50%
Accuracy for Asia and Product 368:
MAE: 20.714293967227036, MSE: 590.433904597753, MAPE: 78.53%
Accuracy for Asia and Product 369:
MAE: 4.6251421789377485, MSE: 30.043981714842722, MAPE: 16.56%
Accuracy for Asia and Product 370:
MAE: 13.606767864889672, MSE: 310.5305884704553, MAPE: 30.76%
Accuracy for Asia and Product 371:
MAE: 13.307233933645733, MSE: 321.37646629625306, MAPE: 34.48%
Accuracy for Asia and Product 372:
MAE: 17.403466492390987, MSE: 347.3811032411603, MAPE: 73.06%
Accuracy for Asia and Product 373:
MAE: 14.129147713808255, MSE: 298.29076839751076, MAPE: 43.96%
Accuracy for Asia and Product 374:
MAE: 11.122562072576304, MSE: 245.7929118671393, MAPE: 35.27%
Accuracy for Asia and Product 375:
MAE: 11.689184600905064, MSE: 168.20041804360793, MAPE: 28.28%
Accuracy for Asia and Product 376:
MAE: 15.406923225948423, MSE: 367.12355825590527, MAPE: 48.51%
Accuracy for Asia and Product 377:
MAE: 8.718563507424935, MSE: 91.28826738142041, MAPE: 23.60%
Accuracy for Asia and Product 378:
MAE: 11.570930811028118, MSE: 218.2205892567381, MAPE: 61.54%
Accuracy for Asia and Product 379:
MAE: 10.387873649511128, MSE: 136.15124668482116, MAPE: 24.37%
Accuracy for Asia and Product 380:
MAE: 8.638272098102785, MSE: 141.47061444162432, MAPE: 23.42%
Accuracy for Asia and Product 381:
MAE: 9.75056695163679, MSE: 174.06943687667254, MAPE: 29.26%
Accuracy for Asia and Product 382:
MAE: 5.910457618476027, MSE: 56.17108535164581, MAPE: 14.70%
Accuracy for Asia and Product 383:
MAE: 7.646578004287029, MSE: 79.41078034959736, MAPE: 22.57%
Accuracy for Asia and Product 384:
MAE: 12.952762409991077, MSE: 326.87459060230003, MAPE: 25.57%
Accuracy for Asia and Product 385:
MAE: 9.752823558596777, MSE: 137.5009219741025, MAPE: 31.87%
Accuracy for Asia and Product 386:
MAE: 6.970229517452836, MSE: 90.9571921183777, MAPE: 42.96%
Accuracy for Asia and Product 387:
MAE: 16.356247994638146, MSE: 365.1371575015497, MAPE: 32.01%
Accuracy for Asia and Product 388:
MAE: 10.261139863018943, MSE: 189.7029847697991, MAPE: 24.95%
Accuracy for Asia and Product 389:
MAE: 21.855301521653985, MSE: 525.3974721694776, MAPE: 58.13%
Accuracy for Asia and Product 390:
MAE: 11.834542840201376, MSE: 147.08977010563805, MAPE: 25.20%
Accuracy for Asia and Product 391:
MAE: 7.242767401712629, MSE: 115.79037262017508, MAPE: 19.57%
Accuracy for Asia and Product 392:
MAE: 4.774465101157041, MSE: 41.20175754259681, MAPE: 11.10%
Accuracy for Asia and Product 393:
MAE: 10.977799206460379, MSE: 223.6259839670966, MAPE: 63.42%
Accuracy for Asia and Product 394:
MAE: 10.908534167648195, MSE: 182.4959849653023, MAPE: 26.51%
Accuracy for Asia and Product 395:
MAE: 11.802805459645672, MSE: 196.999433164904, MAPE: 65.73%
Accuracy for Asia and Product 396:
MAE: 16.829847767708646, MSE: 400.7554052086862, MAPE: 59.84%
Accuracy for Asia and Product 397:
MAE: 8.503491796667046, MSE: 93.97814968618735, MAPE: 21.98%
Accuracy for Asia and Product 398:
MAE: 11.360425088486688, MSE: 171.04263551136128, MAPE: 36.10%
Accuracy for Asia and Product 399:
MAE: 22.622245967757646, MSE: 647.4528621107188, MAPE: 67.60%
Accuracy for Asia and Product 400:
MAE: 8.991674067747686, MSE: 120.23552592167604, MAPE: 34.70%
Accuracy for Asia and Product 401:
MAE: 9.956988773128739, MSE: 128.46272510772002, MAPE: 23.24%
Accuracy for Asia and Product 402:
MAE: 9.15137178639771, MSE: 166.1021423976835, MAPE: 37.32%
Accuracy for Asia and Product 403:
MAE: 13.402148241400983, MSE: 255.52179999848846, MAPE: 27.16%
Accuracy for Asia and Product 404:
MAE: 9.556861705029897, MSE: 105.7917127474324, MAPE: 25.63%
Accuracy for Asia and Product 405:
MAE: 14.93768100083293, MSE: 458.42915876036875, MAPE: 57.83%
Accuracy for Asia and Product 406:
MAE: 17.459595466448395, MSE: 348.99971822638975, MAPE: 54.71%
Accuracy for Asia and Product 407:
MAE: 16.002455016364593, MSE: 352.40185845300846, MAPE: 40.88%
Accuracy for Asia and Product 408:
MAE: 6.514521284902838, MSE: 74.45657229589725, MAPE: 25.46%
Accuracy for Asia and Product 409:
MAE: 9.561485659465955, MSE: 171.78556972065516, MAPE: 17.22%
Accuracy for Asia and Product 410:
MAE: 10.068820782896243, MSE: 185.76896663047768, MAPE: 19.91%
Accuracy for Asia and Product 411:
MAE: 10.61463128023654, MSE: 152.14965277661966, MAPE: 32.90%
Accuracy for Asia and Product 412:
MAE: 11.588557166181552, MSE: 157.35271814443226, MAPE: 29.98%
Accuracy for Asia and Product 413:
MAE: 7.720143044844559, MSE: 99.81938161219834, MAPE: 20.56%
Accuracy for Asia and Product 414:
MAE: 13.016977396788414, MSE: 386.80254628737373, MAPE: 46.29%
Accuracy for Asia and Product 415:
MAE: 16.706743208114723, MSE: 329.34022930987214, MAPE: 36.55%
Accuracy for Asia and Product 416:
MAE: 16.535131562561237, MSE: 319.11949453670155, MAPE: 57.32%
Accuracy for Asia and Product 417:
MAE: 13.38208915368163, MSE: 284.3300718693902, MAPE: 32.15%
Accuracy for Asia and Product 418:
MAE: 14.577311349851453, MSE: 316.2779330328898, MAPE: 43.50%
Accuracy for Asia and Product 419:
MAE: 6.259475237890529, MSE: 55.231241434521756, MAPE: 22.84%
Accuracy for Asia and Product 420:
MAE: 12.562274698810219, MSE: 234.77530146187297, MAPE: 49.74%
Accuracy for Asia and Product 421:
MAE: 11.843537620667323, MSE: 177.6083889102706, MAPE: 31.59%
Accuracy for Asia and Product 422:
MAE: 9.585024291816527, MSE: 277.4722826321432, MAPE: 42.94%
Accuracy for Asia and Product 423:
MAE: 10.601013106385121, MSE: 129.78976941415968, MAPE: 23.24%
Accuracy for Asia and Product 424:
MAE: 11.726330301818539, MSE: 191.19245961997825, MAPE: 26.23%
Accuracy for Asia and Product 425:
MAE: 7.233394210683253, MSE: 95.56934592060503, MAPE: 20.13%
Accuracy for Asia and Product 426:
MAE: 15.106567178428827, MSE: 409.0621270375575, MAPE: 47.17%
Accuracy for Asia and Product 427:
MAE: 7.095554481043557, MSE: 65.53722387384941, MAPE: 30.70%
Accuracy for Asia and Product 428:
MAE: 16.216513584124307, MSE: 379.09581202879207, MAPE: 55.05%
Accuracy for Asia and Product 429:
MAE: 4.228639752003208, MSE: 25.73089801771143, MAPE: 8.54%
Accuracy for Asia and Product 430:
MAE: 15.211164050938033, MSE: 362.94384701388174, MAPE: 30.30%
Accuracy for Asia and Product 431:
MAE: 10.259861627653514, MSE: 123.22387404787409, MAPE: 45.47%
Accuracy for Asia and Product 432:
MAE: 17.704510961318523, MSE: 335.3017102513907, MAPE: 78.22%
Accuracy for Asia and Product 433:
MAE: 11.071353537313337, MSE: 153.35094272246465, MAPE: 33.24%
Accuracy for Asia and Product 434:
MAE: 19.26913091907607, MSE: 409.2153702373029, MAPE: 65.57%
Accuracy for Asia and Product 435:
MAE: 9.394170393730628, MSE: 131.16628181606794, MAPE: 43.97%
Accuracy for Asia and Product 436:
MAE: 22.477058267058545, MSE: 546.5465444282271, MAPE: 46.65%
Accuracy for Asia and Product 437:
MAE: 20.71720011061813, MSE: 677.7308536708982, MAPE: 45.08%
Accuracy for Asia and Product 438:
MAE: 23.958086403879513, MSE: 836.6185886362466, MAPE: 198.37%
Accuracy for Asia and Product 439:
MAE: 17.65956968792001, MSE: 588.2252905968523, MAPE: 116.91%
Accuracy for Asia and Product 440:
MAE: 15.319703307063355, MSE: 407.78202746497584, MAPE: 31.64%
Accuracy for Asia and Product 441:
MAE: 9.6399212397583, MSE: 132.1127753025392, MAPE: 30.89%
Accuracy for Asia and Product 442:
MAE: 10.074414775575377, MSE: 207.94946846863945, MAPE: 26.40%
Accuracy for Asia and Product 443:
MAE: 14.522350560337674, MSE: 270.24528449517754, MAPE: 67.01%
Accuracy for Asia and Product 444:
MAE: 14.868130323443925, MSE: 334.6150609645975, MAPE: 41.62%
Accuracy for Asia and Product 445:
MAE: 10.997987556350617, MSE: 367.50689409249424, MAPE: 19.28%
Accuracy for Asia and Product 446:
MAE: 18.41315385397394, MSE: 480.3423684357057, MAPE: 50.22%
Accuracy for Asia and Product 447:
MAE: 6.823731472958398, MSE: 55.75126882657331, MAPE: 20.72%
Accuracy for Asia and Product 448:
MAE: 15.787453782042885, MSE: 458.0840996295774, MAPE: 37.95%
Accuracy for Asia and Product 449:
MAE: 7.071532803629211, MSE: 89.20895654597639, MAPE: 29.61%
Accuracy for Asia and Product 450:
MAE: 8.513333570059874, MSE: 76.39134482868948, MAPE: 19.30%
Accuracy for Asia and Product 451:
MAE: 14.24017291507044, MSE: 315.88490793362587, MAPE: 49.39%
Accuracy for Asia and Product 452:
MAE: 15.449092525834146, MSE: 341.2132009719947, MAPE: 40.40%
Accuracy for Asia and Product 453:
MAE: 13.703281853903686, MSE: 266.53142171418835, MAPE: 52.14%
Accuracy for Asia and Product 454:
MAE: 6.0929317201121505, MSE: 49.3919746194565, MAPE: 19.56%
Accuracy for Asia and Product 455:
MAE: 14.694714202417533, MSE: 242.59800920243734, MAPE: 48.99%
Accuracy for Asia and Product 456:
MAE: 7.182255626112526, MSE: 88.65198938098379, MAPE: 19.35%
Accuracy for Asia and Product 457:
MAE: 10.33471222856905, MSE: 199.1189614982014, MAPE: 30.09%
Accuracy for Asia and Product 458:
MAE: 16.79095348906419, MSE: 379.9083478938508, MAPE: 42.08%
Accuracy for Asia and Product 459:
MAE: 9.713726550680224, MSE: 213.3743937652016, MAPE: 53.92%
Accuracy for Asia and Product 460:
MAE: 20.32289016824835, MSE: 437.02197032455626, MAPE: 64.96%
Accuracy for Asia and Product 461:
MAE: 14.174971104201669, MSE: 316.27153025886616, MAPE: 36.29%
Accuracy for Asia and Product 462:
MAE: 14.403691467085087, MSE: 355.1706875684571, MAPE: 31.01%
Accuracy for Asia and Product 463:
MAE: 14.062529997352067, MSE: 219.5950440818473, MAPE: 43.95%
Accuracy for Asia and Product 464:
MAE: 9.908833192490814, MSE: 148.79148575056365, MAPE: 59.10%
Accuracy for Asia and Product 465:
MAE: 21.166959426274847, MSE: 478.34669707312713, MAPE: 64.18%
Accuracy for Asia and Product 466:
MAE: 10.68443048414918, MSE: 148.2730848795705, MAPE: 41.16%
Accuracy for Asia and Product 467:
MAE: 11.884940222579198, MSE: 172.0182564361457, MAPE: 37.87%
Accuracy for Asia and Product 468:
MAE: 4.469712209076896, MSE: 25.596649868656883, MAPE: 11.98%
Accuracy for Asia and Product 469:
MAE: 14.325006104529217, MSE: 357.72190270044683, MAPE: 86.99%
Accuracy for Asia and Product 470:
MAE: 12.565717905549525, MSE: 202.83351655097044, MAPE: 29.52%
Accuracy for Asia and Product 471:
MAE: 13.110145536406947, MSE: 277.22385656794955, MAPE: 24.28%
Accuracy for Asia and Product 472:
MAE: 12.223969462364176, MSE: 230.1038620840631, MAPE: 29.87%
Accuracy for Asia and Product 473:
MAE: 12.338684715033688, MSE: 177.8190372526957, MAPE: 38.39%
Accuracy for Asia and Product 474:
MAE: 13.822097224008527, MSE: 441.984679613188, MAPE: 40.65%
Accuracy for Asia and Product 475:
MAE: 14.300810125846118, MSE: 228.37235995278647, MAPE: 98.82%
Accuracy for Asia and Product 476:
MAE: 19.00842082083585, MSE: 484.79716330442864, MAPE: 55.98%
Accuracy for Asia and Product 477:
MAE: 16.08405832569634, MSE: 352.8775959318347, MAPE: 80.85%
Accuracy for Asia and Product 478:
MAE: 11.853237794827841, MSE: 226.97703297746847, MAPE: 61.17%
Accuracy for Asia and Product 479:
MAE: 14.775071903282187, MSE: 357.6423413252946, MAPE: 52.89%
Accuracy for Asia and Product 480:
MAE: 12.580214054510295, MSE: 232.64943328864715, MAPE: 35.79%
Accuracy for Asia and Product 481:
MAE: 13.20174238803462, MSE: 227.9764313741755, MAPE: 32.37%
Accuracy for Asia and Product 482:
MAE: 16.168785050010126, MSE: 324.94538240894997, MAPE: 39.50%
Accuracy for Asia and Product 483:
MAE: 7.888774666798769, MSE: 73.4613163313541, MAPE: 25.06%
Accuracy for Asia and Product 484:
MAE: 13.014540034539328, MSE: 245.88549311218344, MAPE: 40.36%
Accuracy for Asia and Product 485:
MAE: 12.220700557975631, MSE: 263.54873393770265, MAPE: 54.05%
Accuracy for Asia and Product 486:
MAE: 9.327900337002259, MSE: 124.68967871119023, MAPE: 38.79%
Accuracy for Asia and Product 487:
MAE: 15.523220925605381, MSE: 294.1329703017585, MAPE: 36.52%
Accuracy for Asia and Product 488:
MAE: 14.754654422234225, MSE: 370.03285051241716, MAPE: 31.55%
Accuracy for Asia and Product 489:
MAE: 16.913017572807835, MSE: 338.241428729381, MAPE: 99.13%
Accuracy for Asia and Product 490:
MAE: 14.574887501870956, MSE: 261.5184677621186, MAPE: 32.20%
Accuracy for Asia and Product 491:
MAE: 13.062519625077158, MSE: 251.56509094796675, MAPE: 147.12%
Accuracy for Asia and Product 492:
MAE: 20.762860530419413, MSE: 550.2601046177543, MAPE: 56.72%
Accuracy for Asia and Product 493:
MAE: 13.579553822570201, MSE: 317.27320741228573, MAPE: 31.62%
Accuracy for Asia and Product 494:
MAE: 7.569655439990735, MSE: 74.11223492745232, MAPE: 20.22%
Accuracy for Asia and Product 495:
MAE: 13.214211223046252, MSE: 292.45276209855484, MAPE: 30.71%
Accuracy for Asia and Product 496:
MAE: 10.612591685193197, MSE: 164.15478897659116, MAPE: 36.33%
Accuracy for Asia and Product 497:
MAE: 8.232421127944107, MSE: 88.04601213511243, MAPE: 20.88%
Accuracy for Asia and Product 498:
MAE: 13.700015153008758, MSE: 342.03968465939255, MAPE: 46.96%
Accuracy for Asia and Product 499:
MAE: 14.566344100475757, MSE: 260.33882358965315, MAPE: 36.84%
Accuracy for Asia and Product 500:
MAE: 10.179634834919538, MSE: 127.39109854586505, MAPE: 22.06%
Accuracy for Asia and Product 501:
MAE: 12.416262239112958, MSE: 240.0364343860305, MAPE: 75.90%
Accuracy for Asia and Product 502:
MAE: 2.9514335783554158, MSE: 13.318935503567896, MAPE: 14.39%
Accuracy for Asia and Product 503:
MAE: 10.70889673992497, MSE: 168.30627498529702, MAPE: 33.47%
Accuracy for Asia and Product 504:
MAE: 13.227721823308812, MSE: 203.0053449326482, MAPE: 34.81%
Accuracy for Asia and Product 505:
MAE: 12.559882164837479, MSE: 175.52377055927712, MAPE: 60.48%
Accuracy for Asia and Product 506:
MAE: 7.921784690228989, MSE: 106.28838267252343, MAPE: 25.21%
Accuracy for Asia and Product 507:
MAE: 3.620538211365498, MSE: 24.78420185538152, MAPE: 12.40%
Accuracy for Asia and Product 508:
MAE: 16.546882665431283, MSE: 395.0595298464117, MAPE: 50.51%
Accuracy for Asia and Product 509:
MAE: 8.713604969709518, MSE: 143.91150940396528, MAPE: 19.78%
Accuracy for Asia and Product 510:
MAE: 15.939152022044837, MSE: 469.804558106642, MAPE: 57.30%
Accuracy for Asia and Product 511:
MAE: 11.28640749580351, MSE: 281.84915772750674, MAPE: 143.77%
Accuracy for Asia and Product 512:
MAE: 19.208078782440328, MSE: 619.9768637870022, MAPE: 31.74%
Accuracy for Asia and Product 513:
MAE: 9.241322777467104, MSE: 122.1283957971845, MAPE: 20.51%
Accuracy for Asia and Product 514:
MAE: 8.872989439658962, MSE: 94.79542704697596, MAPE: 24.59%
Accuracy for Asia and Product 515:
MAE: 22.358579923402697, MSE: 573.7135432424645, MAPE: 93.07%
Accuracy for Asia and Product 516:
MAE: 8.490968334801718, MSE: 81.71756210217671, MAPE: 23.46%
Accuracy for Asia and Product 517:
MAE: 13.330401086108981, MSE: 273.3599171775456, MAPE: 28.28%
Accuracy for Asia and Product 518:
MAE: 10.372389993030136, MSE: 247.50881559766535, MAPE: 92.93%
Accuracy for Asia and Product 519:
MAE: 10.618465078999145, MSE: 151.61157869187107, MAPE: 27.54%
Accuracy for Asia and Product 520:
MAE: 22.97022828232955, MSE: 850.7343098436711, MAPE: 130.90%
Accuracy for Asia and Product 521:
MAE: 13.803865427664178, MSE: 247.45424294984755, MAPE: 48.31%
Accuracy for Asia and Product 522:
MAE: 9.101537352381081, MSE: 107.43898883292982, MAPE: 28.26%
Accuracy for Asia and Product 523:
MAE: 16.728393996396214, MSE: 447.74206646003734, MAPE: 42.16%
Accuracy for Asia and Product 524:
MAE: 11.840717301364592, MSE: 206.69217528048912, MAPE: 27.74%
Accuracy for Asia and Product 525:
MAE: 14.746361001659688, MSE: 329.72525106346956, MAPE: 40.29%
Accuracy for Asia and Product 526:
MAE: 13.115795657031196, MSE: 242.10096578268204, MAPE: 31.69%
Accuracy for Asia and Product 527:
MAE: 15.527073769339884, MSE: 486.5763026337766, MAPE: 123.80%
Accuracy for Asia and Product 528:
MAE: 15.042126530772288, MSE: 340.25105758630343, MAPE: 57.44%
Accuracy for Asia and Product 529:
MAE: 20.45582309657311, MSE: 519.1724469122412, MAPE: 53.18%
Accuracy for Asia and Product 530:
MAE: 11.536089086297025, MSE: 134.88550472157, MAPE: 32.95%
Accuracy for Asia and Product 531:
MAE: 10.276648988128182, MSE: 264.16382373831385, MAPE: 26.36%
Accuracy for Asia and Product 532:
MAE: 9.300844121177466, MSE: 163.26111661248373, MAPE: 24.69%
Accuracy for Asia and Product 533:
MAE: 12.960740590344988, MSE: 312.98506997146956, MAPE: 24.78%
Accuracy for Asia and Product 534:
MAE: 6.284013875925604, MSE: 56.88422102522043, MAPE: 27.51%
Accuracy for Asia and Product 535:
MAE: 7.245388022141616, MSE: 90.10331749409866, MAPE: 31.82%
Accuracy for Asia and Product 536:
MAE: 16.19600738532666, MSE: 378.31879774388136, MAPE: 41.98%
Accuracy for Asia and Product 537:
MAE: 12.572470930421018, MSE: 203.64373723875465, MAPE: 36.53%
Accuracy for Asia and Product 538:
MAE: 3.4686190055791477, MSE: 24.313981627495398, MAPE: 9.62%
Accuracy for Asia and Product 539:
MAE: 12.52817074108547, MSE: 230.29833299886081, MAPE: 26.62%
Accuracy for Asia and Product 540:
MAE: 11.825657247344648, MSE: 220.62315243475365, MAPE: 34.39%
Accuracy for Asia and Product 541:
MAE: 7.378718597066633, MSE: 82.4316252094087, MAPE: 20.61%
Accuracy for Asia and Product 542:
MAE: 10.044431357853899, MSE: 186.7753263765203, MAPE: 23.85%
Accuracy for Asia and Product 543:
MAE: 15.126182861758172, MSE: 275.7820095546569, MAPE: 44.63%
Accuracy for Asia and Product 544:
MAE: 7.450940935510205, MSE: 65.97764102666557, MAPE: 25.60%
Accuracy for Asia and Product 545:
MAE: 11.512937089700937, MSE: 217.43216421059734, MAPE: 33.10%
Accuracy for Asia and Product 546:
MAE: 13.122526048963177, MSE: 251.9854815982764, MAPE: 34.68%
Accuracy for Asia and Product 547:
MAE: 3.1933836259459505, MSE: 13.555041089647897, MAPE: 14.71%
Accuracy for Asia and Product 548:
MAE: 7.595665651301803, MSE: 103.70194998119875, MAPE: 26.90%
Accuracy for Asia and Product 549:
MAE: 13.09567080773931, MSE: 235.38308356257804, MAPE: 38.59%
Accuracy for Asia and Product 550:
MAE: 16.403884702877168, MSE: 360.325299738403, MAPE: 47.27%
Accuracy for Asia and Product 551:
MAE: 14.38770124645362, MSE: 291.093843452522, MAPE: 41.38%
Accuracy for Asia and Product 552:
MAE: 5.747960249277337, MSE: 43.673237352998896, MAPE: 20.63%
Accuracy for Asia and Product 553:
MAE: 19.59604442435595, MSE: 494.490308334926, MAPE: 121.25%
Accuracy for Asia and Product 554:
MAE: 9.264960308243893, MSE: 115.18603438074365, MAPE: 32.87%
Accuracy for Asia and Product 555:
MAE: 12.809556245372164, MSE: 179.22504374585097, MAPE: 50.47%
Accuracy for Asia and Product 556:
MAE: 13.374361877042322, MSE: 234.21141767099894, MAPE: 46.88%
Accuracy for Asia and Product 557:
MAE: 14.979745526526534, MSE: 293.6872612216148, MAPE: 27.09%
Accuracy for Asia and Product 558:
MAE: 13.816838396228434, MSE: 250.8454636009376, MAPE: 26.45%
Accuracy for Asia and Product 559:
MAE: 10.327282075036702, MSE: 117.86512112691966, MAPE: 37.94%
Accuracy for Asia and Product 560:
MAE: 7.600815655979406, MSE: 78.92988547941461, MAPE: 22.37%
Accuracy for Asia and Product 561:
MAE: 12.232320088152104, MSE: 218.82222739670868, MAPE: 30.24%
Accuracy for Asia and Product 562:
MAE: 18.947391736291685, MSE: 480.1635644297847, MAPE: 97.69%
Accuracy for Asia and Product 563:
MAE: 12.704489503510471, MSE: 221.04345715928602, MAPE: 55.00%
Accuracy for Asia and Product 564:
MAE: 12.105857813430251, MSE: 184.75485837618442, MAPE: 82.55%
Accuracy for Asia and Product 565:
MAE: 6.924588357768078, MSE: 87.10131773478561, MAPE: 16.93%
Accuracy for Asia and Product 566:
MAE: 17.222430329411104, MSE: 310.75081579770335, MAPE: 41.59%
Accuracy for Asia and Product 567:
MAE: 12.931345770774977, MSE: 292.4506703087002, MAPE: 24.79%
Accuracy for Asia and Product 568:
MAE: 17.68870793969441, MSE: 527.0678913760006, MAPE: 35.78%
Accuracy for Asia and Product 569:
MAE: 6.74036199478316, MSE: 82.8179818681036, MAPE: 31.00%
Accuracy for Asia and Product 570:
MAE: 11.853965122447033, MSE: 181.59347056791012, MAPE: 21.51%
Accuracy for Asia and Product 571:
MAE: 8.415485236483288, MSE: 103.75136787038608, MAPE: 24.23%
Accuracy for Asia and Product 572:
MAE: 9.90494228769477, MSE: 139.0642896959945, MAPE: 33.96%
Accuracy for Asia and Product 573:
MAE: 10.310768269277961, MSE: 118.58292652743985, MAPE: 20.45%
Accuracy for Asia and Product 574:
MAE: 19.026036647047487, MSE: 496.13853528319885, MAPE: 64.56%
Accuracy for Asia and Product 575:
MAE: 13.660671983198341, MSE: 264.98370490356933, MAPE: 47.04%
Accuracy for Asia and Product 576:
MAE: 12.0523333879304, MSE: 212.02039966095018, MAPE: 189.42%
Accuracy for Asia and Product 577:
MAE: 22.368197629322857, MSE: 538.6031212970728, MAPE: 58.92%
Accuracy for Asia and Product 578:
MAE: 17.636627376266336, MSE: 387.6612795638926, MAPE: 98.02%
Accuracy for Asia and Product 579:
MAE: 11.243441238918667, MSE: 224.51463392696095, MAPE: 68.71%
Accuracy for Asia and Product 580:
MAE: 18.419239531781077, MSE: 497.2769894691684, MAPE: 88.52%
Accuracy for Asia and Product 581:
MAE: 13.824431339213891, MSE: 318.15038228810573, MAPE: 26.06%
Accuracy for Asia and Product 582:
MAE: 13.953716432448278, MSE: 267.8352444470503, MAPE: 35.34%
Accuracy for Asia and Product 583:
MAE: 10.705345073449127, MSE: 152.38586758101195, MAPE: 35.17%
Accuracy for Asia and Product 584:
MAE: 7.517955120275081, MSE: 82.41255752073904, MAPE: 22.08%
Accuracy for Asia and Product 585:
MAE: 19.65792112553775, MSE: 557.218103074182, MAPE: 47.39%
Accuracy for Asia and Product 586:
MAE: 16.546668123918096, MSE: 311.7604640779454, MAPE: 40.10%
Accuracy for Asia and Product 587:
MAE: 17.61820168845888, MSE: 373.4373097601094, MAPE: 58.26%
Accuracy for Asia and Product 588:
MAE: 9.514203335720495, MSE: 146.94852634211568, MAPE: 26.06%
Accuracy for Asia and Product 589:
MAE: 10.379787691321415, MSE: 143.80136628544784, MAPE: 27.14%
Accuracy for Asia and Product 590:
MAE: 12.641437126015493, MSE: 215.45380877864855, MAPE: 44.43%
Accuracy for Asia and Product 591:
MAE: 14.36725108490893, MSE: 283.16101900199453, MAPE: 30.84%
Accuracy for Asia and Product 592:
MAE: 14.438066702925624, MSE: 246.0724133113409, MAPE: 52.58%
Accuracy for Asia and Product 593:
MAE: 21.962735472845356, MSE: 632.4305283325415, MAPE: 69.21%
Accuracy for Asia and Product 594:
MAE: 7.295240523491531, MSE: 61.89051790257103, MAPE: 15.68%
Accuracy for Asia and Product 595:
MAE: 13.555864691904901, MSE: 234.82830001224207, MAPE: 31.64%
Accuracy for Asia and Product 596:
MAE: 14.866750911467497, MSE: 509.8429455908675, MAPE: 28.40%
Accuracy for Asia and Product 597:
MAE: 10.030652181583466, MSE: 128.00722056550808, MAPE: 35.98%
Accuracy for Asia and Product 598:
MAE: 17.2994351020688, MSE: 423.3479197296592, MAPE: 52.45%
Accuracy for Asia and Product 599:
MAE: 13.394334338076737, MSE: 255.4535522643148, MAPE: 41.27%
Accuracy for Asia and Product 600:
MAE: 7.013831328971625, MSE: 97.84977134428459, MAPE: 25.55%
Accuracy for Asia and Product 601:
MAE: 19.124782095659135, MSE: 576.0207398305059, MAPE: 83.08%
Accuracy for Asia and Product 602:
MAE: 8.19026411120166, MSE: 94.90835762914205, MAPE: 35.21%
Accuracy for Asia and Product 603:
MAE: 10.375943640931277, MSE: 170.824682411403, MAPE: 49.77%
Accuracy for Asia and Product 604:
MAE: 12.056451227651877, MSE: 204.22055219360658, MAPE: 29.34%
Accuracy for Asia and Product 605:
MAE: 7.913355626297404, MSE: 70.99343903672954, MAPE: 23.78%
Accuracy for Asia and Product 606:
MAE: 21.028364869569124, MSE: 634.3523554353567, MAPE: 64.37%
Accuracy for Asia and Product 607:
MAE: 11.608039664148567, MSE: 205.66940100933385, MAPE: 32.17%
Accuracy for Asia and Product 608:
MAE: 15.705629948885138, MSE: 424.0279268662369, MAPE: 84.81%
Accuracy for Asia and Product 609:
MAE: 14.80539232540562, MSE: 342.82372017317755, MAPE: 38.77%
Accuracy for Asia and Product 610:
MAE: 14.467528440220667, MSE: 338.52849936121754, MAPE: 38.16%
Accuracy for Asia and Product 611:
MAE: 11.07269737493535, MSE: 163.6115898772342, MAPE: 27.01%
Accuracy for Asia and Product 612:
MAE: 10.850224606989958, MSE: 198.83976837719962, MAPE: 51.31%
Accuracy for Asia and Product 613:
MAE: 9.936336554361066, MSE: 187.2333343694183, MAPE: 109.66%
Accuracy for Asia and Product 614:
MAE: 16.349802624743223, MSE: 385.9321957100089, MAPE: 38.41%
Accuracy for Asia and Product 615:
MAE: 18.869450491956492, MSE: 414.3095175151534, MAPE: 59.97%
Accuracy for Asia and Product 616:
MAE: 8.306751596891917, MSE: 143.37026981074476, MAPE: 13.69%
Accuracy for Asia and Product 617:
MAE: 4.996325959996694, MSE: 29.663809135927686, MAPE: 15.13%
Accuracy for Asia and Product 618:
MAE: 4.684233918349706, MSE: 54.52779881701697, MAPE: 12.38%
Accuracy for Asia and Product 619:
MAE: 17.314011730223406, MSE: 488.6892261089423, MAPE: 190.23%
Accuracy for Asia and Product 620:
MAE: 20.112046819079062, MSE: 646.3588605460445, MAPE: 133.92%
Accuracy for Asia and Product 621:
MAE: 12.564969078719658, MSE: 493.5023816743236, MAPE: 20.70%
Accuracy for Asia and Product 622:
MAE: 8.18087730005736, MSE: 105.58989696468537, MAPE: 22.63%
Accuracy for Asia and Product 623:
MAE: 11.00539037199174, MSE: 140.6180048203069, MAPE: 30.65%
Accuracy for Asia and Product 624:
MAE: 9.263336812050678, MSE: 151.22589082461744, MAPE: 23.13%
Accuracy for Asia and Product 625:
MAE: 17.245083441736693, MSE: 376.9781780964307, MAPE: 65.08%
Accuracy for Asia and Product 626:
MAE: 7.262939918660294, MSE: 67.22830111708846, MAPE: 22.05%
Accuracy for Asia and Product 627:
MAE: 12.42299392487119, MSE: 215.39142970211097, MAPE: 73.89%
Accuracy for Asia and Product 628:
MAE: 8.562319523264886, MSE: 155.16083844206267, MAPE: 17.59%
Accuracy for Asia and Product 629:
MAE: 4.107959283676147, MSE: 27.890976742743568, MAPE: 7.90%
Accuracy for Asia and Product 630:
MAE: 12.921388357021637, MSE: 197.63872212361414, MAPE: 30.02%
Accuracy for Asia and Product 631:
MAE: 20.307819764786053, MSE: 752.2391439565961, MAPE: 41.91%
Accuracy for Asia and Product 632:
MAE: 17.89801677549625, MSE: 381.53694260166924, MAPE: 128.57%
Accuracy for Asia and Product 633:
MAE: 18.74258696791944, MSE: 420.7299350888373, MAPE: 130.00%
Accuracy for Asia and Product 634:
MAE: 15.530249681995173, MSE: 267.09142810237194, MAPE: 34.10%
Accuracy for Asia and Product 635:
MAE: 8.621040061158356, MSE: 103.78407305249894, MAPE: 30.63%
Accuracy for Asia and Product 636:
MAE: 9.38294535875259, MSE: 99.71988006399835, MAPE: 36.59%
Accuracy for Asia and Product 637:
MAE: 4.507378208801354, MSE: 31.878222128496198, MAPE: 19.18%
Accuracy for Asia and Product 638:
MAE: 15.257533926276693, MSE: 372.25438940268066, MAPE: 58.81%
Accuracy for Asia and Product 639:
MAE: 11.787055635621286, MSE: 157.51951034362725, MAPE: 42.55%
Accuracy for Asia and Product 640:
MAE: 11.032562025577423, MSE: 163.8153161603067, MAPE: 28.36%
Accuracy for Asia and Product 641:
MAE: 16.369186823544787, MSE: 291.20072065289617, MAPE: 57.29%
Accuracy for Asia and Product 642:
MAE: 14.463876569011882, MSE: 228.81474969805237, MAPE: 39.32%
Accuracy for Asia and Product 643:
MAE: 10.568068417795958, MSE: 226.85808028395914, MAPE: 18.23%
Accuracy for Asia and Product 644:
MAE: 10.34308241239002, MSE: 135.01485208778877, MAPE: 29.64%
Accuracy for Asia and Product 645:
MAE: 13.131416373848362, MSE: 271.33731156259034, MAPE: 48.88%
Accuracy for Asia and Product 646:
MAE: 14.005372502996341, MSE: 253.8617300769885, MAPE: 59.32%
Accuracy for Asia and Product 647:
MAE: 13.27131934777266, MSE: 267.70937015107563, MAPE: 38.03%
Accuracy for Asia and Product 648:
MAE: 25.171117936444496, MSE: 737.047997155262, MAPE: 70.08%
Accuracy for Asia and Product 649:
MAE: 19.519334192258327, MSE: 449.22072041394296, MAPE: 101.04%
Accuracy for Asia and Product 650:
MAE: 18.5101989479041, MSE: 438.8649238240059, MAPE: 49.91%
Accuracy for Asia and Product 651:
MAE: 4.379276998172647, MSE: 31.74342070834906, MAPE: 15.53%
Accuracy for Asia and Product 652:
MAE: 16.046806969978157, MSE: 424.30471810657883, MAPE: 41.87%
Accuracy for Asia and Product 653:
MAE: 7.3382741405557965, MSE: 63.436864607212286, MAPE: 22.25%
Accuracy for Asia and Product 654:
MAE: 21.34875117306914, MSE: 595.9578327876915, MAPE: 106.57%
Accuracy for Asia and Product 655:
MAE: 5.438597633619769, MSE: 44.497213493934865, MAPE: 19.92%
Accuracy for Asia and Product 656:
MAE: 17.4949867104223, MSE: 439.59222096294786, MAPE: 41.72%
Accuracy for Asia and Product 657:
MAE: 24.09390642919857, MSE: 822.0431246193688, MAPE: 73.37%
Accuracy for Asia and Product 658:
MAE: 14.497794983916702, MSE: 270.32864603600234, MAPE: 40.46%
Accuracy for Asia and Product 659:
MAE: 10.483162114104914, MSE: 168.83294489419634, MAPE: 35.79%
Accuracy for Asia and Product 660:
MAE: 13.567600275063217, MSE: 335.68362592402843, MAPE: 43.32%
Accuracy for Asia and Product 661:
MAE: 17.096808115554715, MSE: 577.6305220155383, MAPE: 32.83%
Accuracy for Asia and Product 662:
MAE: 6.432330863279423, MSE: 63.195566447986664, MAPE: 16.75%
Accuracy for Asia and Product 663:
MAE: 19.735215049582035, MSE: 597.519303423447, MAPE: 73.21%
Accuracy for Asia and Product 664:
MAE: 9.481950398902159, MSE: 174.34374505636652, MAPE: 18.56%
Accuracy for Asia and Product 665:
MAE: 7.984663997071853, MSE: 113.22963745535401, MAPE: 22.71%
Accuracy for Asia and Product 666:
MAE: 4.615816716474894, MSE: 32.509177095523896, MAPE: 12.47%
Accuracy for Asia and Product 667:
MAE: 18.482486573530075, MSE: 466.31730583512245, MAPE: 487.21%
Accuracy for Asia and Product 668:
MAE: 11.039314142340348, MSE: 150.671163518178, MAPE: 25.79%
Accuracy for Asia and Product 669:
MAE: 11.409494078726249, MSE: 288.4145323106228, MAPE: 28.35%
Accuracy for Asia and Product 670:
MAE: 13.46087912439187, MSE: 327.0300636878924, MAPE: 53.41%
Accuracy for Asia and Product 671:
MAE: 13.310264206426258, MSE: 183.08064697575963, MAPE: 32.20%
Accuracy for Asia and Product 672:
MAE: 17.08552504895884, MSE: 405.987801571824, MAPE: 35.82%
Accuracy for Asia and Product 673:
MAE: 12.83762517322026, MSE: 192.19116344613934, MAPE: 58.67%
Accuracy for Asia and Product 674:
MAE: 11.57077712363225, MSE: 166.54333192741686, MAPE: 35.52%
Accuracy for Asia and Product 675:
MAE: 12.883786321236608, MSE: 206.78489314348954, MAPE: 28.56%
Accuracy for Asia and Product 676:
MAE: 9.544860702364195, MSE: 148.66151742614687, MAPE: 28.28%
Accuracy for Asia and Product 677:
MAE: 17.81541270242644, MSE: 386.1088823455765, MAPE: 53.15%
Accuracy for Asia and Product 678:
MAE: 13.735594499467624, MSE: 297.96906315620845, MAPE: 52.64%
Accuracy for Asia and Product 679:
MAE: 15.137445035950972, MSE: 479.68553908319046, MAPE: 122.54%
Accuracy for Asia and Product 680:
MAE: 15.583202576649445, MSE: 329.57372417928093, MAPE: 42.30%
Accuracy for Asia and Product 681:
MAE: 18.606468672912676, MSE: 425.51668709900605, MAPE: 69.79%
Accuracy for Asia and Product 682:
MAE: 9.084924004036335, MSE: 91.57926962122282, MAPE: 19.09%
Accuracy for Asia and Product 683:
MAE: 11.583322696255525, MSE: 184.4219115696721, MAPE: 25.54%
Accuracy for Asia and Product 684:
MAE: 15.07745426384082, MSE: 242.2544850641034, MAPE: 49.23%
Accuracy for Asia and Product 685:
MAE: 12.848611541678968, MSE: 228.04727787246702, MAPE: 42.60%
Accuracy for Asia and Product 686:
MAE: 16.08664312727816, MSE: 293.99765768978943, MAPE: 47.45%
Accuracy for Asia and Product 687:
MAE: 26.031419773891866, MSE: 914.0073068549033, MAPE: 62.34%
Accuracy for Asia and Product 688:
MAE: 11.560765028341002, MSE: 171.38364505339547, MAPE: 45.34%
Accuracy for Asia and Product 689:
MAE: 6.498251814929949, MSE: 60.19519472893362, MAPE: 16.63%
Accuracy for Asia and Product 690:
MAE: 13.778616354149719, MSE: 232.77959532567525, MAPE: 68.10%
Accuracy for Asia and Product 691:
MAE: 10.5228883724298, MSE: 159.67076223036244, MAPE: 27.12%
Accuracy for Asia and Product 692:
MAE: 9.651241250037462, MSE: 126.1815286336041, MAPE: 32.22%
Accuracy for Asia and Product 693:
MAE: 15.613226030138657, MSE: 386.78520368721684, MAPE: 57.04%
Accuracy for Asia and Product 694:
MAE: 15.161881151259124, MSE: 316.9137315895922, MAPE: 78.35%
Accuracy for Asia and Product 695:
MAE: 11.139205956049244, MSE: 169.43868763215502, MAPE: 49.96%
Accuracy for Asia and Product 696:
MAE: 16.487390831169982, MSE: 314.6837275121973, MAPE: 35.86%
Accuracy for Asia and Product 697:
MAE: 10.580259247603164, MSE: 197.69980803812376, MAPE: 32.49%
Accuracy for Asia and Product 698:
MAE: 20.525128402514706, MSE: 611.9196615224494, MAPE: 67.93%
Accuracy for Asia and Product 699:
MAE: 18.32769192832992, MSE: 415.0597882088729, MAPE: 54.39%
Accuracy for Asia and Product 700:
MAE: 4.259179609592612, MSE: 23.583415545517262, MAPE: 11.80%
Accuracy for Asia and Product 701:
MAE: 12.90033978616982, MSE: 235.1786605189074, MAPE: 25.46%
Accuracy for Asia and Product 702:
MAE: 12.440437268677744, MSE: 250.31640374538264, MAPE: 47.95%
Accuracy for Asia and Product 703:
MAE: 12.424862108689128, MSE: 273.13102765988805, MAPE: 30.36%
Accuracy for Asia and Product 704:
MAE: 14.313636288182545, MSE: 244.2618740195666, MAPE: 28.47%
Accuracy for Asia and Product 705:
MAE: 16.847794305308668, MSE: 602.659368828558, MAPE: 48.11%
Accuracy for Asia and Product 706:
MAE: 12.791049234257287, MSE: 255.64357310850477, MAPE: 47.32%
Accuracy for Asia and Product 707:
MAE: 25.73860920668158, MSE: 1104.6315085265037, MAPE: 104.79%
Accuracy for Asia and Product 708:
MAE: 13.143256477893342, MSE: 324.2877901381226, MAPE: 26.31%
Accuracy for Asia and Product 709:
MAE: 7.870926580421572, MSE: 93.44094705968882, MAPE: 16.69%
Accuracy for Asia and Product 710:
MAE: 9.658156302744022, MSE: 112.56778377174874, MAPE: 24.73%
Accuracy for Asia and Product 711:
MAE: 12.913066470020311, MSE: 240.7414110179089, MAPE: 25.56%
Accuracy for Asia and Product 712:
MAE: 16.230925514864015, MSE: 349.3758050399442, MAPE: 41.14%
Accuracy for Asia and Product 713:
MAE: 19.271215952676563, MSE: 430.3022784847584, MAPE: 68.27%
Accuracy for Asia and Product 714:
MAE: 15.936832991765488, MSE: 292.41573741946456, MAPE: 111.93%
Accuracy for Asia and Product 715:
MAE: 12.396496181595719, MSE: 251.0497141065467, MAPE: 34.47%
Accuracy for Asia and Product 716:
MAE: 20.61091191317468, MSE: 546.4304728845536, MAPE: 67.00%
Accuracy for Asia and Product 717:
MAE: 18.813426370317877, MSE: 587.4843785381476, MAPE: 80.77%
Accuracy for Asia and Product 718:
MAE: 7.49378749154111, MSE: 88.66660095437052, MAPE: 16.89%
Accuracy for Asia and Product 719:
MAE: 15.202326647177586, MSE: 296.3742285353972, MAPE: 45.10%
Accuracy for Asia and Product 720:
MAE: 8.492164399416358, MSE: 93.37357613837307, MAPE: 26.09%
Accuracy for Asia and Product 721:
MAE: 13.257067402290005, MSE: 205.91849025940093, MAPE: 37.31%
Accuracy for Asia and Product 722:
MAE: 7.41954097152415, MSE: 77.37930548453159, MAPE: 27.53%
Accuracy for Asia and Product 723:
MAE: 8.998579483404818, MSE: 92.37671720856545, MAPE: 20.48%
Accuracy for Asia and Product 724:
MAE: 26.069126036799638, MSE: 793.2947766557471, MAPE: 119.90%
Accuracy for Asia and Product 725:
MAE: 8.798759501496917, MSE: 146.29596620529418, MAPE: 27.38%
Accuracy for Asia and Product 726:
MAE: 13.567106252069744, MSE: 280.0996323297303, MAPE: 46.16%
Accuracy for Asia and Product 727:
MAE: 11.301792127088062, MSE: 186.60428299195763, MAPE: 22.58%
Accuracy for Asia and Product 728:
MAE: 4.762921149713109, MSE: 54.89054109959015, MAPE: 29.95%
Accuracy for Asia and Product 729:
MAE: 15.083629232772353, MSE: 328.65994966871165, MAPE: 108.68%
Accuracy for Asia and Product 730:
MAE: 19.64326722338762, MSE: 522.8809648715562, MAPE: 90.78%
Accuracy for Asia and Product 731:
MAE: 14.044457226533643, MSE: 276.7295801990146, MAPE: 48.80%
Accuracy for Asia and Product 732:
MAE: 25.845369942715614, MSE: 768.0422978471104, MAPE: 133.26%
Accuracy for Asia and Product 733:
MAE: 12.451993249613329, MSE: 278.5343029370747, MAPE: 26.82%
Accuracy for Asia and Product 734:
MAE: 7.153003299252154, MSE: 123.6633089364694, MAPE: 70.90%
Accuracy for Asia and Product 735:
MAE: 9.580158563488945, MSE: 146.40852281726532, MAPE: 24.97%
Accuracy for Asia and Product 736:
MAE: 18.418199404221905, MSE: 441.0313492773231, MAPE: 152.61%
Accuracy for Asia and Product 737:
MAE: 10.983530373082642, MSE: 179.97899119749852, MAPE: 33.71%
Accuracy for Asia and Product 738:
MAE: 12.98693078876559, MSE: 175.9972846709027, MAPE: 41.89%
Accuracy for Asia and Product 739:
MAE: 8.296267486730361, MSE: 96.45730382225318, MAPE: 24.28%
Accuracy for Asia and Product 740:
MAE: 14.751154794944881, MSE: 263.6409920138781, MAPE: 34.23%
Accuracy for Asia and Product 741:
MAE: 10.183387878519339, MSE: 164.6238199271903, MAPE: 27.82%
Accuracy for Asia and Product 742:
MAE: 15.911445706605083, MSE: 419.47820844039524, MAPE: 49.51%
Accuracy for Asia and Product 743:
MAE: 11.694662321287499, MSE: 162.74943653366918, MAPE: 29.52%
Accuracy for Asia and Product 744:
MAE: 8.167037330335772, MSE: 162.40463473738822, MAPE: 17.47%
Accuracy for Asia and Product 745:
MAE: 9.571990849624799, MSE: 169.02748312581699, MAPE: 40.72%
Accuracy for Asia and Product 746:
MAE: 15.989143472823532, MSE: 385.88183027646687, MAPE: 77.35%
Accuracy for Asia and Product 747:
MAE: 13.416879435793282, MSE: 253.917693145536, MAPE: 41.61%
Accuracy for Asia and Product 748:
MAE: 12.298768780727338, MSE: 231.5098496889024, MAPE: 28.73%
Accuracy for Asia and Product 749:
MAE: 8.562078722592023, MSE: 109.00030351262403, MAPE: 31.92%
Accuracy for Asia and Product 750:
MAE: 8.079612166521377, MSE: 90.4021288747884, MAPE: 21.50%
Accuracy for Asia and Product 751:
MAE: 13.495416924351293, MSE: 277.68649188292636, MAPE: 120.38%
Accuracy for Asia and Product 752:
MAE: 13.92327760095591, MSE: 346.0354648243351, MAPE: 49.47%
Accuracy for Asia and Product 753:
MAE: 5.492590791155309, MSE: 58.44492836344059, MAPE: 18.90%
Accuracy for Asia and Product 754:
MAE: 26.811462785234436, MSE: 777.6997029921978, MAPE: 84.13%
Accuracy for Asia and Product 755:
MAE: 7.677024063346073, MSE: 120.15777567357125, MAPE: 26.25%
Accuracy for Asia and Product 756:
MAE: 12.229477553377547, MSE: 194.8271300634527, MAPE: 42.38%
Accuracy for Asia and Product 757:
MAE: 12.085290763174346, MSE: 157.10168983787042, MAPE: 34.56%
Accuracy for Asia and Product 758:
MAE: 14.650883932801786, MSE: 308.48664168618967, MAPE: 28.22%
Accuracy for Asia and Product 759:
MAE: 9.01513324839684, MSE: 87.96986810962288, MAPE: 30.11%
Accuracy for Asia and Product 760:
MAE: 7.7935693174919365, MSE: 100.88865185251971, MAPE: 36.17%
Accuracy for Asia and Product 761:
MAE: 16.856689546419528, MSE: 334.3549265386411, MAPE: 53.83%
Accuracy for Asia and Product 762:
MAE: 12.828765760769603, MSE: 245.44252259906642, MAPE: 34.92%
Accuracy for Asia and Product 763:
MAE: 7.026800225011624, MSE: 63.69106599238647, MAPE: 16.16%
Accuracy for Asia and Product 764:
MAE: 16.330605843381225, MSE: 445.1591853681748, MAPE: 34.57%
Accuracy for Asia and Product 765:
MAE: 9.382795203055965, MSE: 108.25350403303074, MAPE: 29.95%
Accuracy for Asia and Product 766:
MAE: 7.487164374637706, MSE: 88.65523649159987, MAPE: 17.83%
Accuracy for Asia and Product 767:
MAE: 9.328274864694482, MSE: 202.19906530194365, MAPE: 52.41%
Accuracy for Asia and Product 768:
MAE: 9.662828042119257, MSE: 188.10470821489324, MAPE: 77.97%
Accuracy for Asia and Product 769:
MAE: 12.236750763857282, MSE: 195.4556640517418, MAPE: 29.17%
Accuracy for Asia and Product 770:
MAE: 14.215327036574365, MSE: 334.7608051542888, MAPE: 26.62%
Accuracy for Asia and Product 771:
MAE: 11.594034957556461, MSE: 233.56588101756083, MAPE: 27.44%
Accuracy for Asia and Product 772:
MAE: 9.676318161605968, MSE: 151.70527963191893, MAPE: 39.54%
Accuracy for Asia and Product 773:
MAE: 8.992153281993433, MSE: 120.69514593370286, MAPE: 38.29%
Accuracy for Asia and Product 774:
MAE: 18.222219116998925, MSE: 433.2639097521992, MAPE: 72.57%
Accuracy for Asia and Product 775:
MAE: 15.40148845845817, MSE: 391.0237459159969, MAPE: 33.13%
Accuracy for Asia and Product 776:
MAE: 20.365746288035318, MSE: 624.949058478103, MAPE: 84.29%
Accuracy for Asia and Product 777:
MAE: 15.658495849126059, MSE: 325.8503768330563, MAPE: 40.04%
Accuracy for Asia and Product 778:
MAE: 16.93836516943543, MSE: 513.462184064965, MAPE: 33.42%
Accuracy for Asia and Product 779:
MAE: 8.328923124265598, MSE: 100.39964819922491, MAPE: 24.79%
Accuracy for Asia and Product 780:
MAE: 10.668062686106904, MSE: 140.0270425553935, MAPE: 25.29%
Accuracy for Asia and Product 781:
MAE: 8.045323020540549, MSE: 172.63300160044082, MAPE: 16.41%
Accuracy for Asia and Product 782:
MAE: 20.3214086729074, MSE: 527.1168430235691, MAPE: 51.71%
Accuracy for Asia and Product 783:
MAE: 14.578071574498216, MSE: 312.67640284152503, MAPE: 56.00%
Accuracy for Asia and Product 784:
MAE: 20.345406974795416, MSE: 533.9275765784151, MAPE: 67.15%
Accuracy for Asia and Product 785:
MAE: 8.012080474250025, MSE: 75.947195202504, MAPE: 16.44%
Accuracy for Asia and Product 786:
MAE: 17.296671009558633, MSE: 431.7583114518391, MAPE: 39.19%
Accuracy for Asia and Product 787:
MAE: 13.290523617925041, MSE: 279.8695126621474, MAPE: 45.47%
Accuracy for Asia and Product 788:
MAE: 6.783002557912875, MSE: 89.20969113019098, MAPE: 33.62%
Accuracy for Asia and Product 789:
MAE: 9.432321171201355, MSE: 204.06761661660647, MAPE: 17.92%
Accuracy for Asia and Product 790:
MAE: 13.506399981071956, MSE: 269.5593553829259, MAPE: 51.56%
Accuracy for Asia and Product 791:
MAE: 22.342986048515183, MSE: 568.4724514545129, MAPE: 114.93%
Accuracy for Asia and Product 792:
MAE: 8.83812224918634, MSE: 141.61694590366685, MAPE: 18.61%
Accuracy for Asia and Product 793:
MAE: 6.0010734240372186, MSE: 81.82735566197519, MAPE: 15.67%
Accuracy for Asia and Product 794:
MAE: 15.080099556289019, MSE: 333.7873680952088, MAPE: 44.73%
Accuracy for Asia and Product 795:
MAE: 11.890416977528403, MSE: 188.02742585015292, MAPE: 28.10%
Accuracy for Asia and Product 796:
MAE: 15.25828799869853, MSE: 386.96083566505047, MAPE: 60.29%
Accuracy for Asia and Product 797:
MAE: 13.242403152425132, MSE: 347.6853122505018, MAPE: 31.46%
Accuracy for Asia and Product 798:
MAE: 10.310093716495638, MSE: 158.6760314294576, MAPE: 28.31%
Accuracy for Asia and Product 799:
MAE: 13.337108538060694, MSE: 357.1258936679923, MAPE: 20.82%
Accuracy for Asia and Product 800:
MAE: 13.260753415471646, MSE: 310.4946248257112, MAPE: 33.78%
Accuracy for Asia and Product 801:
MAE: 15.567759221324138, MSE: 302.8236869180668, MAPE: 95.90%
Accuracy for Asia and Product 802:
MAE: 5.847010454129733, MSE: 53.07288297400379, MAPE: 15.24%
Accuracy for Asia and Product 803:
MAE: 18.8412263990805, MSE: 492.5624449283591, MAPE: 55.38%
Accuracy for Asia and Product 804:
MAE: 17.815303293638085, MSE: 373.4630245440709, MAPE: 49.63%
Accuracy for Asia and Product 805:
MAE: 16.004875537683912, MSE: 349.6855400676846, MAPE: 61.83%
Accuracy for Asia and Product 806:
MAE: 31.223756245413824, MSE: 1032.8006796178968, MAPE: 127.87%
Accuracy for Asia and Product 807:
MAE: 10.43083934771229, MSE: 191.25814252439142, MAPE: 33.90%
Accuracy for Asia and Product 808:
MAE: 12.758887266104733, MSE: 194.88072193698747, MAPE: 58.73%
Accuracy for Asia and Product 809:
MAE: 22.442168996216385, MSE: 569.0483743976523, MAPE: 427.92%
Accuracy for Asia and Product 810:
MAE: 13.129966125922087, MSE: 200.185363097357, MAPE: 40.00%
Accuracy for Asia and Product 811:
MAE: 10.98152051985505, MSE: 148.15809307997762, MAPE: 23.48%
Accuracy for Asia and Product 812:
MAE: 14.012979048946189, MSE: 259.3054873352613, MAPE: 59.40%
Accuracy for Asia and Product 813:
MAE: 10.944623850592844, MSE: 176.37272128618528, MAPE: 25.22%
Accuracy for Asia and Product 814:
MAE: 16.42295410603212, MSE: 319.252865510358, MAPE: 41.53%
Accuracy for Asia and Product 815:
MAE: 12.391795449458801, MSE: 178.3326285072046, MAPE: 25.61%
Accuracy for Asia and Product 816:
MAE: 6.919713690782754, MSE: 60.094948825983465, MAPE: 21.51%
Accuracy for Asia and Product 817:
MAE: 13.39567558700333, MSE: 197.63203256715624, MAPE: 26.66%
Accuracy for Asia and Product 818:
MAE: 11.292804543899837, MSE: 128.9038111390286, MAPE: 31.78%
Accuracy for Asia and Product 819:
MAE: 15.439728657948056, MSE: 359.75306427889956, MAPE: 43.31%
Accuracy for Asia and Product 820:
MAE: 14.442039431118417, MSE: 500.66736698235275, MAPE: 31.73%
Accuracy for Asia and Product 821:
MAE: 10.011908632407817, MSE: 144.62060709790376, MAPE: 34.96%
Accuracy for Asia and Product 822:
MAE: 14.386073841744338, MSE: 345.3648475253911, MAPE: 50.00%
Accuracy for Asia and Product 823:
MAE: 5.542035058345799, MSE: 47.69322003265071, MAPE: 16.73%
Accuracy for Asia and Product 824:
MAE: 14.427195065464025, MSE: 326.3431815581915, MAPE: 64.73%
Accuracy for Asia and Product 825:
MAE: 16.62531570834294, MSE: 400.5232723559901, MAPE: 38.77%
Accuracy for Asia and Product 826:
MAE: 5.4824928256986425, MSE: 67.17621383229876, MAPE: 41.67%
Accuracy for Asia and Product 827:
MAE: 13.746301854156338, MSE: 308.37276330922435, MAPE: 67.13%
Accuracy for Asia and Product 828:
MAE: 12.162709518819735, MSE: 172.6618768111387, MAPE: 28.20%
Accuracy for Asia and Product 829:
MAE: 17.389295749274556, MSE: 578.1001692735508, MAPE: 65.61%
Accuracy for Asia and Product 830:
MAE: 17.37883717984209, MSE: 420.9921227825872, MAPE: 103.29%
Accuracy for Asia and Product 831:
MAE: 17.977787474884945, MSE: 512.6234589029594, MAPE: 64.59%
Accuracy for Asia and Product 832:
MAE: 9.700804487688604, MSE: 146.30406457473643, MAPE: 24.28%
Accuracy for Asia and Product 833:
MAE: 22.207379840844705, MSE: 536.8331697358668, MAPE: 69.28%
Accuracy for Asia and Product 834:
MAE: 16.07863413172243, MSE: 320.7645712047464, MAPE: 49.93%
Accuracy for Asia and Product 835:
MAE: 8.831871634534162, MSE: 102.27569557468624, MAPE: 23.95%
Accuracy for Asia and Product 836:
MAE: 16.06297767503475, MSE: 312.0736219902667, MAPE: 50.85%
Accuracy for Asia and Product 837:
MAE: 17.138255392945126, MSE: 523.4821358274658, MAPE: 38.65%
Accuracy for Asia and Product 838:
MAE: 14.434786523777092, MSE: 310.0412363349306, MAPE: 33.72%
Accuracy for Asia and Product 839:
MAE: 22.693510489069734, MSE: 1071.3149772864206, MAPE: 56.39%
Accuracy for Asia and Product 840:
MAE: 9.16362847000635, MSE: 114.16938284352759, MAPE: 27.96%
Accuracy for Asia and Product 841:
MAE: 7.045593875137752, MSE: 64.70321962118763, MAPE: 24.33%
Accuracy for Asia and Product 842:
MAE: 13.92319424340954, MSE: 255.07814874462764, MAPE: 33.14%
Accuracy for Asia and Product 843:
MAE: 8.331807242333465, MSE: 85.79676089565267, MAPE: 32.82%
Accuracy for Asia and Product 844:
MAE: 10.300856702775274, MSE: 161.67582416178715, MAPE: 36.69%
Accuracy for Asia and Product 845:
MAE: 10.823786451673486, MSE: 193.60674454305084, MAPE: 28.00%
Accuracy for Asia and Product 846:
MAE: 9.624480035404662, MSE: 112.61742319069026, MAPE: 23.13%
Accuracy for Asia and Product 847:
MAE: 13.680463870490495, MSE: 268.90689245295965, MAPE: 38.30%
Accuracy for Asia and Product 848:
MAE: 17.29699284356736, MSE: 383.00674639775633, MAPE: 41.90%
Accuracy for Asia and Product 849:
MAE: 21.7487742705446, MSE: 521.0428283680791, MAPE: 111.45%
Accuracy for Asia and Product 850:
MAE: 5.3478168656798095, MSE: 53.56517644663469, MAPE: 19.19%
Accuracy for Asia and Product 851:
MAE: 15.23282221885305, MSE: 318.21657802950904, MAPE: 75.52%
Accuracy for Asia and Product 852:
MAE: 18.44077328283246, MSE: 404.34662509146835, MAPE: 53.88%
Accuracy for Asia and Product 853:
MAE: 8.551686909040356, MSE: 115.4362055290355, MAPE: 40.04%
Accuracy for Asia and Product 854:
MAE: 13.764560866690754, MSE: 233.01546370134875, MAPE: 37.68%
Accuracy for Asia and Product 855:
MAE: 14.267310679581424, MSE: 311.2566708177968, MAPE: 28.30%
Accuracy for Asia and Product 856:
MAE: 13.51560608414643, MSE: 247.96148885911902, MAPE: 42.91%
Accuracy for Asia and Product 857:
MAE: 14.418700557070451, MSE: 245.73190437126772, MAPE: 31.53%
Accuracy for Asia and Product 858:
MAE: 12.449824782070474, MSE: 194.3723179712716, MAPE: 40.98%
Accuracy for Asia and Product 859:
MAE: 4.33825708306744, MSE: 33.58698655245601, MAPE: 10.77%
Accuracy for Asia and Product 860:
MAE: 13.840687342714897, MSE: 329.20599102319073, MAPE: 118.66%
Accuracy for Asia and Product 861:
MAE: 11.54227878669445, MSE: 187.0707879553369, MAPE: 33.22%
Accuracy for Asia and Product 862:
MAE: 10.83812655270916, MSE: 165.83129433835288, MAPE: 29.50%
Accuracy for Asia and Product 863:
MAE: 24.37250375046251, MSE: 780.4104494131464, MAPE: 115.66%
Accuracy for Asia and Product 864:
MAE: 16.87973313096338, MSE: 567.5524189860926, MAPE: 49.39%
Accuracy for Asia and Product 865:
MAE: 10.14510931422344, MSE: 208.3017856233505, MAPE: 24.03%
Accuracy for Asia and Product 866:
MAE: 20.734374988365555, MSE: 592.3032345221854, MAPE: 53.10%
Accuracy for Asia and Product 867:
MAE: 19.55265348725944, MSE: 464.53838129342256, MAPE: 60.02%
Accuracy for Asia and Product 868:
MAE: 11.530288703129262, MSE: 184.1295704006904, MAPE: 33.74%
Accuracy for Asia and Product 869:
MAE: 13.183274073772049, MSE: 251.50031690061692, MAPE: 36.33%
Accuracy for Asia and Product 870:
MAE: 19.34264549332221, MSE: 579.2735149281573, MAPE: 68.49%
Accuracy for Asia and Product 871:
MAE: 14.795780276637043, MSE: 233.12463436752327, MAPE: 30.84%
Accuracy for Asia and Product 872:
MAE: 13.8824349179639, MSE: 328.5089870130773, MAPE: 37.69%
Accuracy for Asia and Product 873:
MAE: 5.213517897704922, MSE: 32.104566390878496, MAPE: 12.00%
Accuracy for Asia and Product 874:
MAE: 12.265613424715722, MSE: 249.11282763417938, MAPE: 35.55%
Accuracy for Asia and Product 875:
MAE: 4.855214333518406, MSE: 31.50091590838692, MAPE: 15.30%
Accuracy for Asia and Product 876:
MAE: 18.663723008898746, MSE: 374.552209484178, MAPE: 69.99%
Accuracy for Asia and Product 877:
MAE: 8.384496695108323, MSE: 100.96136511188118, MAPE: 25.84%
Accuracy for Asia and Product 878:
MAE: 12.740001005988862, MSE: 196.68805880989976, MAPE: 56.65%
Accuracy for Asia and Product 879:
MAE: 16.397354867347246, MSE: 312.79692458010084, MAPE: 44.22%
Accuracy for Asia and Product 880:
MAE: 9.754799515572843, MSE: 123.35796918513374, MAPE: 25.55%
Accuracy for Asia and Product 881:
MAE: 6.333706678427481, MSE: 82.33322689276982, MAPE: 11.03%
Accuracy for Asia and Product 882:
MAE: 27.24253228199806, MSE: 1067.5695340120621, MAPE: 60.86%
Accuracy for Asia and Product 883:
MAE: 17.00147780571198, MSE: 393.9664313566695, MAPE: 111.46%
Accuracy for Asia and Product 884:
MAE: 5.581783434083588, MSE: 41.49863066071849, MAPE: 20.57%
Accuracy for Asia and Product 885:
MAE: 18.102020743427325, MSE: 458.1808321990717, MAPE: 64.28%
Accuracy for Asia and Product 886:
MAE: 15.560085196952963, MSE: 324.76908136553595, MAPE: 54.84%
Accuracy for Asia and Product 887:
MAE: 12.358157706968035, MSE: 199.2885550838878, MAPE: 41.41%
Accuracy for Asia and Product 888:
MAE: 16.052917808270557, MSE: 677.3662648109479, MAPE: 26.08%
Accuracy for Asia and Product 889:
MAE: 18.03895669314902, MSE: 451.8117061047941, MAPE: 54.18%
Accuracy for Asia and Product 890:
MAE: 14.394316841899826, MSE: 224.0643337236038, MAPE: 42.17%
Accuracy for Asia and Product 891:
MAE: 12.974203139776268, MSE: 187.3303230900699, MAPE: 60.48%
Accuracy for Asia and Product 892:
MAE: 15.502152837794622, MSE: 387.9863113115246, MAPE: 36.85%
Accuracy for Asia and Product 893:
MAE: 15.010097563584486, MSE: 333.9362675354382, MAPE: 68.33%
Accuracy for Asia and Product 894:
MAE: 17.309009878151993, MSE: 351.87758060151407, MAPE: 67.26%
Accuracy for Asia and Product 895:
MAE: 9.862662638507043, MSE: 154.72985639006217, MAPE: 34.50%
Accuracy for Asia and Product 896:
MAE: 6.504601486065331, MSE: 54.58195647524104, MAPE: 19.08%
Accuracy for Asia and Product 897:
MAE: 16.273323072842658, MSE: 484.8299933937107, MAPE: 40.88%
Accuracy for Asia and Product 898:
MAE: 6.171151541744573, MSE: 54.88712960698651, MAPE: 18.64%
Accuracy for Asia and Product 899:
MAE: 11.621270481253207, MSE: 303.82542161975334, MAPE: 23.90%
Accuracy for Asia and Product 900:
MAE: 9.453692201915535, MSE: 127.45048406590199, MAPE: 37.55%
Accuracy for Asia and Product 901:
MAE: 13.607328421810184, MSE: 192.17017059760622, MAPE: 29.53%
Accuracy for Asia and Product 902:
MAE: 7.671492118440879, MSE: 81.89710861810607, MAPE: 24.76%
Accuracy for Asia and Product 903:
MAE: 13.290681506452199, MSE: 261.97351926117204, MAPE: 44.02%
Accuracy for Asia and Product 904:
MAE: 13.253003370299819, MSE: 203.06368217499517, MAPE: 42.12%
Accuracy for Asia and Product 905:
MAE: 9.607722316133202, MSE: 189.33180157644875, MAPE: 32.83%
Accuracy for Asia and Product 906:
MAE: 9.375773057593614, MSE: 160.80204309239235, MAPE: 21.72%
Accuracy for Asia and Product 907:
MAE: 19.047250489078046, MSE: 392.83679063942606, MAPE: 60.27%
Accuracy for Asia and Product 908:
MAE: 10.377737307740158, MSE: 144.1387279492108, MAPE: 59.57%
Accuracy for Asia and Product 909:
MAE: 11.574292138868932, MSE: 212.48146852608807, MAPE: 47.31%
Accuracy for Asia and Product 910:
MAE: 13.460896826362173, MSE: 273.3885442056609, MAPE: 28.92%
Accuracy for Asia and Product 911:
MAE: 18.514019932446466, MSE: 548.9407130096678, MAPE: 44.49%
Accuracy for Asia and Product 912:
MAE: 15.269904908970702, MSE: 399.20747726309867, MAPE: 28.20%
Accuracy for Asia and Product 913:
MAE: 19.07055018988535, MSE: 411.9500975686482, MAPE: 59.57%
Accuracy for Asia and Product 914:
MAE: 26.517928214073198, MSE: 840.0964412559009, MAPE: 103.54%
Accuracy for Asia and Product 915:
MAE: 12.9136649061247, MSE: 230.9018602541566, MAPE: 45.47%
Accuracy for Asia and Product 916:
MAE: 21.7917045835562, MSE: 699.8375222109005, MAPE: 118.31%
Accuracy for Asia and Product 917:
MAE: 16.95837436748107, MSE: 351.44863077761954, MAPE: 44.79%
Accuracy for Asia and Product 918:
MAE: 8.313840129031513, MSE: 77.41659403298031, MAPE: 26.07%
Accuracy for Asia and Product 919:
MAE: 18.51299983639454, MSE: 424.11700260318395, MAPE: 88.74%
Accuracy for Asia and Product 920:
MAE: 16.131197885889755, MSE: 356.99891852516316, MAPE: 29.08%
Accuracy for Asia and Product 921:
MAE: 15.563551944852957, MSE: 397.2742313341983, MAPE: 29.99%
Accuracy for Asia and Product 922:
MAE: 11.359507168938338, MSE: 175.63628499803013, MAPE: 41.06%
Accuracy for Asia and Product 923:
MAE: 7.004412968340634, MSE: 58.24074403103599, MAPE: 28.00%
Accuracy for Asia and Product 924:
MAE: 17.54275182431065, MSE: 415.5973067448514, MAPE: 55.79%
Accuracy for Asia and Product 925:
MAE: 4.4571417099320865, MSE: 22.610662299686062, MAPE: 25.36%
Accuracy for Asia and Product 926:
MAE: 19.09315554268917, MSE: 561.1585206947469, MAPE: 44.55%
Accuracy for Asia and Product 927:
MAE: 9.724181798079119, MSE: 141.5226920415081, MAPE: 24.23%
Accuracy for Asia and Product 928:
MAE: 20.13570577635901, MSE: 478.26471061038245, MAPE: 69.23%
Accuracy for Asia and Product 929:
MAE: 16.288980502174645, MSE: 401.1725485222622, MAPE: 47.45%
Accuracy for Asia and Product 930:
MAE: 11.160811460379541, MSE: 149.85275577429653, MAPE: 34.85%
Accuracy for Asia and Product 931:
MAE: 6.008553063985163, MSE: 59.78437616896466, MAPE: 14.11%
Accuracy for Asia and Product 932:
MAE: 11.219209107270853, MSE: 159.42254244032836, MAPE: 32.86%
Accuracy for Asia and Product 933:
MAE: 16.5743603962422, MSE: 283.9291740995934, MAPE: 48.15%
Accuracy for Asia and Product 934:
MAE: 8.632756861028644, MSE: 83.1258395081605, MAPE: 26.38%
Accuracy for Asia and Product 935:
MAE: 14.391025230821139, MSE: 281.03505488704957, MAPE: 34.32%
Accuracy for Asia and Product 936:
MAE: 8.782859616450477, MSE: 109.10713182299006, MAPE: 26.42%
Accuracy for Asia and Product 937:
MAE: 14.210929114205692, MSE: 287.0750085921166, MAPE: 55.83%
Accuracy for Asia and Product 938:
MAE: 12.49689926391907, MSE: 165.4250910967393, MAPE: 33.68%
Accuracy for Asia and Product 939:
MAE: 8.540845009115094, MSE: 117.66675595682186, MAPE: 22.28%
Accuracy for Asia and Product 940:
MAE: 11.579646093039184, MSE: 197.00646135177894, MAPE: 68.57%
Accuracy for Asia and Product 941:
MAE: 8.016192460048915, MSE: 110.67061611527564, MAPE: 25.60%
Accuracy for Asia and Product 942:
MAE: 10.779134913454538, MSE: 122.66468810059646, MAPE: 26.04%
Accuracy for Asia and Product 943:
MAE: 25.200468034724516, MSE: 769.4744056532168, MAPE: 107.70%
Accuracy for Asia and Product 944:
MAE: 9.592742537643534, MSE: 126.83967730037807, MAPE: 28.64%
Accuracy for Asia and Product 945:
MAE: 9.45660922686612, MSE: 159.55620691039414, MAPE: 25.33%
Accuracy for Asia and Product 946:
MAE: 12.93910616852366, MSE: 242.36413171069862, MAPE: 153.06%
Accuracy for Asia and Product 947:
MAE: 24.781563907380864, MSE: 820.3443942921115, MAPE: 49.42%
Accuracy for Asia and Product 948:
MAE: 10.4592091463273, MSE: 158.44895837872758, MAPE: 20.54%
Accuracy for Asia and Product 949:
MAE: 11.893869433075754, MSE: 293.11631288831416, MAPE: 39.99%
Accuracy for Asia and Product 950:
MAE: 8.83531902954152, MSE: 119.07883971394745, MAPE: 34.71%
Accuracy for Asia and Product 951:
MAE: 10.746104539888872, MSE: 122.04770095516574, MAPE: 43.23%
Accuracy for Asia and Product 952:
MAE: 13.473650168889225, MSE: 335.976603490107, MAPE: 38.61%
Accuracy for Asia and Product 953:
MAE: 16.90662361057473, MSE: 441.0075096540415, MAPE: 31.88%
Accuracy for Asia and Product 954:
MAE: 15.117568997928478, MSE: 332.35477182149714, MAPE: 37.64%
Accuracy for Asia and Product 955:
MAE: 9.75986436479494, MSE: 123.36830927832803, MAPE: 27.73%
Accuracy for Asia and Product 956:
MAE: 16.246305945593214, MSE: 366.7590523614711, MAPE: 88.40%
Accuracy for Asia and Product 957:
MAE: 8.587553839912186, MSE: 111.99067507622587, MAPE: 20.00%
Accuracy for Asia and Product 958:
MAE: 12.205688336778426, MSE: 181.14162329971788, MAPE: 34.21%
Accuracy for Asia and Product 959:
MAE: 9.909146420428375, MSE: 132.81492384856983, MAPE: 40.35%
Accuracy for Asia and Product 960:
MAE: 19.92886529806068, MSE: 505.56903253717263, MAPE: 89.67%
Accuracy for Asia and Product 961:
MAE: 16.42844953250655, MSE: 420.3622634488576, MAPE: 30.33%
Accuracy for Asia and Product 962:
MAE: 18.501495461739633, MSE: 471.5688520372185, MAPE: 65.34%
Accuracy for Asia and Product 963:
MAE: 13.004236545623574, MSE: 235.81554727307312, MAPE: 46.29%
Accuracy for Asia and Product 964:
MAE: 7.151219480481221, MSE: 90.66910400565477, MAPE: 13.63%
Accuracy for Asia and Product 965:
MAE: 10.811431185898286, MSE: 392.83717799259955, MAPE: 17.67%
Accuracy for Asia and Product 966:
MAE: 14.40377144570643, MSE: 252.67877937267627, MAPE: 36.54%
Accuracy for Asia and Product 967:
MAE: 5.16699209531556, MSE: 41.328064724668586, MAPE: 15.10%
Accuracy for Asia and Product 968:
MAE: 6.790887991888658, MSE: 49.41175306260948, MAPE: 16.35%
Accuracy for Asia and Product 969:
MAE: 13.66254622770179, MSE: 237.9018691535172, MAPE: 30.03%
Accuracy for Asia and Product 970:
MAE: 10.079084370277908, MSE: 134.05296822394558, MAPE: 21.02%
Accuracy for Asia and Product 971:
MAE: 9.819235658262507, MSE: 121.12665906695474, MAPE: 26.83%
Accuracy for Asia and Product 972:
MAE: 15.598757295451566, MSE: 363.05344690606637, MAPE: 56.10%
Accuracy for Asia and Product 973:
MAE: 10.00938945326616, MSE: 137.7832522309202, MAPE: 26.82%
Accuracy for Asia and Product 974:
MAE: 8.18105958540201, MSE: 81.20037069089908, MAPE: 35.68%
Accuracy for Asia and Product 975:
MAE: 6.812540173519838, MSE: 62.55061777350494, MAPE: 20.43%
Accuracy for Asia and Product 976:
MAE: 7.546151596861195, MSE: 98.73219914428672, MAPE: 17.20%
Accuracy for Asia and Product 977:
MAE: 19.245612585032408, MSE: 544.964997117426, MAPE: 45.87%
Accuracy for Asia and Product 978:
MAE: 11.252988603036787, MSE: 190.41233746183622, MAPE: 32.12%
Accuracy for Asia and Product 979:
MAE: 13.37240664850292, MSE: 334.70783425880745, MAPE: 49.27%
Accuracy for Asia and Product 980:
MAE: 17.550368756199358, MSE: 382.5947765190347, MAPE: 53.53%
Accuracy for Asia and Product 981:
MAE: 14.569459738018839, MSE: 221.29322423421786, MAPE: 35.04%
Accuracy for Asia and Product 982:
MAE: 14.914081294115897, MSE: 419.62787913023794, MAPE: 31.95%
Accuracy for Asia and Product 983:
MAE: 19.138103065937823, MSE: 425.9626306657192, MAPE: 50.12%
Accuracy for Asia and Product 984:
MAE: 17.5482148703069, MSE: 403.9877222892308, MAPE: 61.87%
Accuracy for Asia and Product 985:
MAE: 7.377749919684351, MSE: 99.52015342497675, MAPE: 16.89%
Accuracy for Asia and Product 986:
MAE: 7.760751652140181, MSE: 100.06780117712886, MAPE: 16.86%
Accuracy for Asia and Product 987:
MAE: 12.673469022000884, MSE: 248.97516024669454, MAPE: 34.84%
Accuracy for Asia and Product 988:
MAE: 12.421545982153704, MSE: 171.99622174869904, MAPE: 61.37%
Accuracy for Asia and Product 989:
MAE: 14.099658745142813, MSE: 238.60345137472996, MAPE: 43.26%
Accuracy for Asia and Product 990:
MAE: 18.857000732833644, MSE: 589.3072501129227, MAPE: 69.22%
Accuracy for Asia and Product 991:
MAE: 4.191293603560692, MSE: 24.431831883843227, MAPE: 11.74%
Accuracy for Asia and Product 992:
MAE: 7.288220037433947, MSE: 79.3015796808086, MAPE: 21.46%
Accuracy for Asia and Product 993:
MAE: 11.729130679892538, MSE: 146.067173619604, MAPE: 33.62%
Accuracy for Asia and Product 994:
MAE: 8.59972569156887, MSE: 159.51767243642206, MAPE: 74.83%
Accuracy for Asia and Product 995:
MAE: 18.152912472240036, MSE: 386.06791817519843, MAPE: 44.02%
Accuracy for Asia and Product 996:
MAE: 11.64496360508233, MSE: 182.38513985209, MAPE: 26.37%
Accuracy for Asia and Product 997:
MAE: 13.965682551774028, MSE: 290.6545004919152, MAPE: 64.15%
Accuracy for Asia and Product 998:
MAE: 6.659144026167742, MSE: 71.9356640027267, MAPE: 13.85%
Accuracy for Asia and Product 999:
MAE: 10.478714001849237, MSE: 284.60831776957224, MAPE: 21.56%
Accuracy for Australia and Product 100:
MAE: 17.63666320142743, MSE: 376.8231184899409, MAPE: 101.70%
Accuracy for Australia and Product 101:
MAE: 19.43514127028504, MSE: 472.88403858428336, MAPE: 49.53%
Accuracy for Australia and Product 102:
MAE: 9.301973899341982, MSE: 152.72714177496272, MAPE: 40.73%
Accuracy for Australia and Product 103:
MAE: 9.786324328916859, MSE: 163.44426836825315, MAPE: 36.61%
Accuracy for Australia and Product 104:
MAE: 21.86148674889923, MSE: 662.0259144740285, MAPE: 76.15%
Accuracy for Australia and Product 105:
MAE: 15.950402619158211, MSE: 344.3707227160088, MAPE: 34.82%
Accuracy for Australia and Product 106:
MAE: 9.841667765997402, MSE: 212.0102011307162, MAPE: 19.69%
Accuracy for Australia and Product 107:
MAE: 11.743483891524384, MSE: 218.1863034733064, MAPE: 26.84%
Accuracy for Australia and Product 108:
MAE: 15.435784581326553, MSE: 488.6791772931363, MAPE: 26.91%
Accuracy for Australia and Product 109:
MAE: 9.935040054839972, MSE: 176.2462368767795, MAPE: 40.66%
Accuracy for Australia and Product 110:
MAE: 13.64973548988977, MSE: 272.7035700668408, MAPE: 41.40%
Accuracy for Australia and Product 111:
MAE: 14.2235250491644, MSE: 235.70444038152817, MAPE: 41.72%
Accuracy for Australia and Product 112:
MAE: 17.27519714488036, MSE: 433.2694323173637, MAPE: 79.83%
Accuracy for Australia and Product 113:
MAE: 13.862269179279064, MSE: 265.65676580275147, MAPE: 106.32%
Accuracy for Australia and Product 114:
MAE: 10.587145615468922, MSE: 179.39754904181746, MAPE: 30.42%
Accuracy for Australia and Product 115:
MAE: 7.710338798435774, MSE: 100.23506282889306, MAPE: 19.87%
Accuracy for Australia and Product 116:
MAE: 13.069152732679393, MSE: 421.5165702266784, MAPE: 22.01%
Accuracy for Australia and Product 117:
MAE: 15.574790574997838, MSE: 324.9831361415869, MAPE: 49.58%
Accuracy for Australia and Product 118:
MAE: 10.228182427835055, MSE: 163.53383592211068, MAPE: 28.52%
Accuracy for Australia and Product 119:
MAE: 14.379203365817233, MSE: 274.02576635040833, MAPE: 47.28%
Accuracy for Australia and Product 120:
MAE: 15.507330392833058, MSE: 317.6846639270576, MAPE: 81.56%
Accuracy for Australia and Product 121:
MAE: 9.321910103499139, MSE: 181.35686734979328, MAPE: 19.52%
Accuracy for Australia and Product 122:
MAE: 17.33382034472067, MSE: 373.6198833107632, MAPE: 108.17%
Accuracy for Australia and Product 123:
MAE: 7.065616936902726, MSE: 61.39748681482445, MAPE: 23.16%
Accuracy for Australia and Product 124:
MAE: 18.345675571846375, MSE: 542.2811634687833, MAPE: 55.70%
Accuracy for Australia and Product 125:
MAE: 14.07681220475041, MSE: 248.4563712343941, MAPE: 36.40%
Accuracy for Australia and Product 126:
MAE: 7.875083002689294, MSE: 105.07264068219152, MAPE: 26.61%
Accuracy for Australia and Product 127:
MAE: 11.881382969123967, MSE: 213.5254390624222, MAPE: 40.78%
Accuracy for Australia and Product 128:
MAE: 13.332154595963155, MSE: 226.29072917801682, MAPE: 31.44%
Accuracy for Australia and Product 129:
MAE: 14.587804121978312, MSE: 459.31868340510493, MAPE: 27.58%
Accuracy for Australia and Product 130:
MAE: 11.650520072192867, MSE: 211.4017474802814, MAPE: 23.43%
Accuracy for Australia and Product 131:
MAE: 12.752259929848096, MSE: 208.57643125434302, MAPE: 35.01%
Accuracy for Australia and Product 132:
MAE: 15.352829084063995, MSE: 257.0926189104631, MAPE: 131.12%
Accuracy for Australia and Product 133:
MAE: 13.95227719867853, MSE: 299.7664409037637, MAPE: 41.19%
Accuracy for Australia and Product 134:
MAE: 7.570483684864959, MSE: 72.4352987640824, MAPE: 19.27%
Accuracy for Australia and Product 135:
MAE: 17.067675288682025, MSE: 429.1607653617937, MAPE: 70.87%
Accuracy for Australia and Product 136:
MAE: 11.331680370151457, MSE: 236.57830140430534, MAPE: 28.50%
Accuracy for Australia and Product 137:
MAE: 11.886859491833652, MSE: 180.77920195378468, MAPE: 40.52%
Accuracy for Australia and Product 138:
MAE: 7.876664125819725, MSE: 79.87322738810317, MAPE: 33.23%
Accuracy for Australia and Product 139:
MAE: 20.501308937371913, MSE: 581.0646424901593, MAPE: 66.16%
Accuracy for Australia and Product 140:
MAE: 16.391620184285028, MSE: 335.8909581938095, MAPE: 56.69%
Accuracy for Australia and Product 141:
MAE: 12.851233100867352, MSE: 182.9898121940508, MAPE: 48.70%
Accuracy for Australia and Product 142:
MAE: 8.555712950027374, MSE: 106.15294826353197, MAPE: 31.51%
Accuracy for Australia and Product 143:
MAE: 15.059417757226523, MSE: 311.96542701173314, MAPE: 35.61%
Accuracy for Australia and Product 144:
MAE: 24.854364492305287, MSE: 699.5873585723252, MAPE: 71.00%
Accuracy for Australia and Product 145:
MAE: 9.729487051213143, MSE: 192.1254843340573, MAPE: 26.75%
Accuracy for Australia and Product 146:
MAE: 13.996350282779995, MSE: 294.1595783784806, MAPE: 58.71%
Accuracy for Australia and Product 147:
MAE: 10.473517033362343, MSE: 223.43098889393121, MAPE: 18.62%
Accuracy for Australia and Product 148:
MAE: 5.48823990259137, MSE: 47.720073145561464, MAPE: 14.34%
Accuracy for Australia and Product 149:
MAE: 12.206373973212893, MSE: 174.2715877469001, MAPE: 47.07%
Accuracy for Australia and Product 150:
MAE: 8.55211873883664, MSE: 111.97257216410028, MAPE: 20.23%
Accuracy for Australia and Product 151:
MAE: 16.25089661983127, MSE: 620.9011934637208, MAPE: 30.11%
Accuracy for Australia and Product 152:
MAE: 13.035558104282648, MSE: 203.90123201250933, MAPE: 34.70%
Accuracy for Australia and Product 153:
MAE: 12.900233346842219, MSE: 239.22615758601606, MAPE: 34.77%
Accuracy for Australia and Product 154:
MAE: 30.484646854940856, MSE: 1045.2246838590568, MAPE: 95.56%
Accuracy for Australia and Product 155:
MAE: 6.518207805182072, MSE: 68.02946146282049, MAPE: 16.43%
Accuracy for Australia and Product 156:
MAE: 8.455977862298468, MSE: 81.89325665240466, MAPE: 32.30%
Accuracy for Australia and Product 157:
MAE: 9.154861735062976, MSE: 88.11523433514574, MAPE: 29.22%
Accuracy for Australia and Product 158:
MAE: 16.738752087338533, MSE: 318.8694309876688, MAPE: 40.51%
Accuracy for Australia and Product 159:
MAE: 12.547665375925558, MSE: 283.5598737678848, MAPE: 29.34%
Accuracy for Australia and Product 160:
MAE: 12.589280837691376, MSE: 217.23655129146476, MAPE: 30.94%
Accuracy for Australia and Product 161:
MAE: 18.51214765028687, MSE: 406.08762264178466, MAPE: 60.01%
Accuracy for Australia and Product 162:
MAE: 5.162638950306421, MSE: 34.50634238537119, MAPE: 17.95%
Accuracy for Australia and Product 163:
MAE: 9.177319607394509, MSE: 130.46984485976515, MAPE: 21.43%
Accuracy for Australia and Product 164:
MAE: 18.449783430303405, MSE: 397.31680450373653, MAPE: 56.92%
Accuracy for Australia and Product 165:
MAE: 15.933216510992441, MSE: 298.2024505071954, MAPE: 29.07%
Accuracy for Australia and Product 166:
MAE: 5.987809746254482, MSE: 52.12111281267183, MAPE: 13.20%
Accuracy for Australia and Product 167:
MAE: 23.110912980199185, MSE: 589.4881466577586, MAPE: 84.67%
Accuracy for Australia and Product 168:
MAE: 5.712769078117273, MSE: 45.829607260661376, MAPE: 10.70%
Accuracy for Australia and Product 169:
MAE: 14.544138269343113, MSE: 316.51803202568226, MAPE: 32.50%
Accuracy for Australia and Product 170:
MAE: 16.10030972084816, MSE: 375.2028653057903, MAPE: 44.38%
Accuracy for Australia and Product 171:
MAE: 13.406925782365061, MSE: 206.11223135672276, MAPE: 35.97%
Accuracy for Australia and Product 172:
MAE: 8.131421773881485, MSE: 105.53235478505982, MAPE: 29.63%
Accuracy for Australia and Product 173:
MAE: 12.405723553971022, MSE: 264.9636128383616, MAPE: 37.87%
Accuracy for Australia and Product 174:
MAE: 8.417887565209622, MSE: 107.88729047229602, MAPE: 21.34%
Accuracy for Australia and Product 175:
MAE: 10.001041302113572, MSE: 125.60564926051612, MAPE: 23.19%
Accuracy for Australia and Product 176:
MAE: 6.5500117929284425, MSE: 55.99009538356197, MAPE: 21.85%
Accuracy for Australia and Product 177:
MAE: 12.918314449285244, MSE: 205.0743844060283, MAPE: 31.89%
Accuracy for Australia and Product 178:
MAE: 14.905822399411255, MSE: 307.8897161804192, MAPE: 42.72%
Accuracy for Australia and Product 179:
MAE: 17.178408221982203, MSE: 352.92292534229887, MAPE: 41.06%
Accuracy for Australia and Product 180:
MAE: 10.6589885641038, MSE: 194.52997402726004, MAPE: 22.59%
Accuracy for Australia and Product 181:
MAE: 12.568970506769075, MSE: 231.88437822227783, MAPE: 34.93%
Accuracy for Australia and Product 182:
MAE: 10.452109171117485, MSE: 155.0008990656818, MAPE: 34.08%
Accuracy for Australia and Product 183:
MAE: 11.196972147462093, MSE: 150.00137263963376, MAPE: 45.21%
Accuracy for Australia and Product 184:
MAE: 17.551538519855985, MSE: 358.10210118372, MAPE: 113.19%
Accuracy for Australia and Product 185:
MAE: 10.06743040957531, MSE: 124.79458444416142, MAPE: 34.96%
Accuracy for Australia and Product 186:
MAE: 4.09578010970912, MSE: 24.798160210161342, MAPE: 16.09%
Accuracy for Australia and Product 187:
MAE: 14.012331880094388, MSE: 295.8001294147329, MAPE: 50.79%
Accuracy for Australia and Product 188:
MAE: 8.708441053467286, MSE: 159.72701161346512, MAPE: 18.34%
Accuracy for Australia and Product 189:
MAE: 10.527455083035212, MSE: 182.96628087131526, MAPE: 31.07%
Accuracy for Australia and Product 190:
MAE: 10.282897792312365, MSE: 137.50234238351044, MAPE: 40.37%
Accuracy for Australia and Product 191:
MAE: 10.634137017443695, MSE: 146.06583300030147, MAPE: 35.02%
Accuracy for Australia and Product 192:
MAE: 13.334427921662996, MSE: 245.73587609655524, MAPE: 43.97%
Accuracy for Australia and Product 193:
MAE: 21.89646666982001, MSE: 652.6675783986213, MAPE: 83.47%
Accuracy for Australia and Product 194:
MAE: 13.411871215726038, MSE: 228.0108492724536, MAPE: 32.44%
Accuracy for Australia and Product 195:
MAE: 8.84865337369312, MSE: 90.66273883537374, MAPE: 19.31%
Accuracy for Australia and Product 196:
MAE: 12.79668445802891, MSE: 358.3640018262648, MAPE: 34.67%
Accuracy for Australia and Product 197:
MAE: 10.78577902173656, MSE: 126.84785619837537, MAPE: 37.28%
Accuracy for Australia and Product 198:
MAE: 17.107515743621228, MSE: 410.4414639945418, MAPE: 59.02%
Accuracy for Australia and Product 199:
MAE: 12.791800809229182, MSE: 362.5564050986973, MAPE: 23.09%
Accuracy for Australia and Product 200:
MAE: 10.600168786213391, MSE: 140.7548359354758, MAPE: 24.19%
Accuracy for Australia and Product 201:
MAE: 10.39478624188014, MSE: 128.14919700602343, MAPE: 40.41%
Accuracy for Australia and Product 202:
MAE: 5.54703567046708, MSE: 44.19929452104775, MAPE: 16.87%
Accuracy for Australia and Product 203:
MAE: 16.10040250707731, MSE: 313.54355768823007, MAPE: 76.86%
Accuracy for Australia and Product 204:
MAE: 12.053159999815083, MSE: 170.78611074834504, MAPE: 37.96%
Accuracy for Australia and Product 205:
MAE: 13.052968819346694, MSE: 279.65009706643997, MAPE: 74.89%
Accuracy for Australia and Product 206:
MAE: 21.250949946831618, MSE: 510.94127967439283, MAPE: 56.05%
Accuracy for Australia and Product 207:
MAE: 11.001204682861166, MSE: 177.51543268877234, MAPE: 53.69%
Accuracy for Australia and Product 208:
MAE: 10.511893282643552, MSE: 191.81112676782467, MAPE: 52.06%
Accuracy for Australia and Product 209:
MAE: 17.743961615784336, MSE: 334.1826515421212, MAPE: 49.08%
Accuracy for Australia and Product 210:
MAE: 9.626194911192043, MSE: 151.74092236702222, MAPE: 26.56%
Accuracy for Australia and Product 211:
MAE: 14.07083839702317, MSE: 238.84127346139599, MAPE: 63.98%
Accuracy for Australia and Product 212:
MAE: 8.09437403843867, MSE: 107.72460705371273, MAPE: 19.12%
Accuracy for Australia and Product 213:
MAE: 11.407726730776508, MSE: 234.77156419004223, MAPE: 23.52%
Accuracy for Australia and Product 214:
MAE: 7.099250031298531, MSE: 101.16192077424218, MAPE: 15.82%
Accuracy for Australia and Product 215:
MAE: 9.924051882668554, MSE: 130.6106013948999, MAPE: 29.93%
Accuracy for Australia and Product 216:
MAE: 17.753314601136573, MSE: 424.3227338846259, MAPE: 68.20%
Accuracy for Australia and Product 217:
MAE: 20.76383818132145, MSE: 511.0382223356963, MAPE: 65.81%
Accuracy for Australia and Product 218:
MAE: 35.38593215091676, MSE: 1352.7299129726212, MAPE: 95.49%
Accuracy for Australia and Product 219:
MAE: 10.69197728409075, MSE: 138.5298365452305, MAPE: 25.81%
Accuracy for Australia and Product 220:
MAE: 3.7482740665681162, MSE: 27.195125146547962, MAPE: 9.46%
Accuracy for Australia and Product 221:
MAE: 10.019253291872253, MSE: 140.323674799297, MAPE: 28.33%
Accuracy for Australia and Product 222:
MAE: 5.061922751195513, MSE: 49.968271541238764, MAPE: 13.23%
Accuracy for Australia and Product 223:
MAE: 17.380248117749666, MSE: 433.2731551154428, MAPE: 80.27%
Accuracy for Australia and Product 224:
MAE: 8.232974944885823, MSE: 88.5969697596024, MAPE: 23.81%
Accuracy for Australia and Product 225:
MAE: 6.451143205431241, MSE: 86.16454492145957, MAPE: 14.36%
Accuracy for Australia and Product 226:
MAE: 8.356475971287155, MSE: 111.12471205075249, MAPE: 21.32%
Accuracy for Australia and Product 227:
MAE: 12.007166768869464, MSE: 198.23654833103254, MAPE: 62.11%
Accuracy for Australia and Product 228:
MAE: 12.244968582495568, MSE: 182.34360028826885, MAPE: 34.09%
Accuracy for Australia and Product 229:
MAE: 14.800775877628194, MSE: 280.091735306196, MAPE: 37.85%
Accuracy for Australia and Product 230:
MAE: 9.508140164758977, MSE: 131.92851700640716, MAPE: 17.51%
Accuracy for Australia and Product 231:
MAE: 5.7855428030711185, MSE: 55.2264791291028, MAPE: 17.98%
Accuracy for Australia and Product 232:
MAE: 12.924835976990593, MSE: 207.6132669669521, MAPE: 100.39%
Accuracy for Australia and Product 233:
MAE: 8.300988447236405, MSE: 105.30675511877935, MAPE: 39.38%
Accuracy for Australia and Product 234:
MAE: 10.67628985479057, MSE: 144.3060726716003, MAPE: 36.80%
Accuracy for Australia and Product 235:
MAE: 11.144324793018864, MSE: 258.70184564338655, MAPE: 20.89%
Accuracy for Australia and Product 236:
MAE: 7.345860873832126, MSE: 77.486327899659, MAPE: 15.57%
Accuracy for Australia and Product 237:
MAE: 9.944951094957228, MSE: 144.64524744477959, MAPE: 25.29%
Accuracy for Australia and Product 238:
MAE: 21.3039059805009, MSE: 482.58689404741546, MAPE: 110.88%
Accuracy for Australia and Product 239:
MAE: 9.88138279977067, MSE: 134.45447145971553, MAPE: 30.18%
Accuracy for Australia and Product 240:
MAE: 9.070497949166267, MSE: 115.18475979730786, MAPE: 22.76%
Accuracy for Australia and Product 241:
MAE: 17.735197991947395, MSE: 416.9431218377611, MAPE: 64.15%
Accuracy for Australia and Product 242:
MAE: 4.270415311407095, MSE: 27.79262576823598, MAPE: 14.67%
Accuracy for Australia and Product 243:
MAE: 13.749062020866566, MSE: 251.81105839001037, MAPE: 33.88%
Accuracy for Australia and Product 244:
MAE: 10.28689137767903, MSE: 154.5259334035572, MAPE: 41.34%
Accuracy for Australia and Product 245:
MAE: 7.948349362597301, MSE: 139.567908635171, MAPE: 18.74%
Accuracy for Australia and Product 246:
MAE: 7.235291322512111, MSE: 77.8108432015209, MAPE: 25.31%
Accuracy for Australia and Product 247:
MAE: 7.038652649464419, MSE: 56.384410746588784, MAPE: 18.87%
Accuracy for Australia and Product 248:
MAE: 17.20829838075038, MSE: 568.6488172331649, MAPE: 29.70%
Accuracy for Australia and Product 249:
MAE: 14.924506988952487, MSE: 400.3120438091237, MAPE: 30.81%
Accuracy for Australia and Product 250:
MAE: 10.326512224546626, MSE: 189.43190603496382, MAPE: 33.47%
Accuracy for Australia and Product 251:
MAE: 5.725299755665501, MSE: 41.76797306232855, MAPE: 18.11%
Accuracy for Australia and Product 252:
MAE: 14.813239622250034, MSE: 312.4448313962973, MAPE: 26.99%
Accuracy for Australia and Product 253:
MAE: 16.51025181759715, MSE: 463.5242007365653, MAPE: 44.42%
Accuracy for Australia and Product 254:
MAE: 11.09671720451181, MSE: 170.89446365924374, MAPE: 31.34%
Accuracy for Australia and Product 255:
MAE: 31.300582117360648, MSE: 1085.375167146148, MAPE: 89.64%
Accuracy for Australia and Product 256:
MAE: 18.09689384770555, MSE: 392.4971608002396, MAPE: 46.07%
Accuracy for Australia and Product 257:
MAE: 10.93445481603025, MSE: 215.77334236384672, MAPE: 24.93%
Accuracy for Australia and Product 258:
MAE: 15.143044961918335, MSE: 378.0050963916136, MAPE: 37.16%
Accuracy for Australia and Product 259:
MAE: 11.878859587550352, MSE: 218.08201083338176, MAPE: 40.64%
Accuracy for Australia and Product 260:
MAE: 17.6893750439701, MSE: 469.29032028699896, MAPE: 50.40%
Accuracy for Australia and Product 261:
MAE: 6.393725528390751, MSE: 66.98489879486104, MAPE: 14.67%
Accuracy for Australia and Product 262:
MAE: 16.822284509648618, MSE: 570.452933719456, MAPE: 45.30%
Accuracy for Australia and Product 263:
MAE: 14.240193422180202, MSE: 268.91514301680854, MAPE: 49.31%
Accuracy for Australia and Product 264:
MAE: 15.44194932859869, MSE: 284.73636347331893, MAPE: 82.14%
Accuracy for Australia and Product 265:
MAE: 12.374699127243966, MSE: 229.4506401618765, MAPE: 37.24%
Accuracy for Australia and Product 266:
MAE: 9.134389192653627, MSE: 135.10509626331512, MAPE: 41.69%
Accuracy for Australia and Product 267:
MAE: 6.172880335521838, MSE: 42.315197946426444, MAPE: 22.95%
Accuracy for Australia and Product 268:
MAE: 14.758097119581095, MSE: 366.42460792477925, MAPE: 76.32%
Accuracy for Australia and Product 269:
MAE: 16.492640986720353, MSE: 325.7723255244249, MAPE: 59.89%
Accuracy for Australia and Product 270:
MAE: 11.96757573782213, MSE: 297.6361950063411, MAPE: 101.78%
Accuracy for Australia and Product 271:
MAE: 13.550629476958978, MSE: 321.6734973372339, MAPE: 59.97%
Accuracy for Australia and Product 272:
MAE: 14.606998697434857, MSE: 313.05853221861406, MAPE: 43.22%
Accuracy for Australia and Product 273:
MAE: 15.653526041965204, MSE: 303.0349560694, MAPE: 33.76%
Accuracy for Australia and Product 274:
MAE: 15.086504266431485, MSE: 300.54921827955434, MAPE: 43.02%
Accuracy for Australia and Product 275:
MAE: 11.440701199167504, MSE: 268.86921304070785, MAPE: 84.73%
Accuracy for Australia and Product 276:
MAE: 5.770999767397084, MSE: 44.55941943847646, MAPE: 14.16%
Accuracy for Australia and Product 277:
MAE: 11.01309357649895, MSE: 178.30764158975995, MAPE: 28.25%
Accuracy for Australia and Product 278:
MAE: 12.183798838389015, MSE: 186.26456892616133, MAPE: 35.90%
Accuracy for Australia and Product 279:
MAE: 13.857877194177501, MSE: 218.970578279435, MAPE: 37.29%
Accuracy for Australia and Product 280:
MAE: 10.738385958071376, MSE: 167.11541816033363, MAPE: 72.78%
Accuracy for Australia and Product 281:
MAE: 7.918561379582624, MSE: 79.54103782800578, MAPE: 33.56%
Accuracy for Australia and Product 282:
MAE: 10.611646383870248, MSE: 163.0222758252044, MAPE: 23.84%
Accuracy for Australia and Product 283:
MAE: 18.2234483087367, MSE: 585.6150595295278, MAPE: 133.94%
Accuracy for Australia and Product 284:
MAE: 15.660229194275491, MSE: 310.2738098020276, MAPE: 52.98%
Accuracy for Australia and Product 285:
MAE: 16.98489346634596, MSE: 491.5089935854477, MAPE: 31.72%
Accuracy for Australia and Product 286:
MAE: 20.267629962531895, MSE: 764.0872507293303, MAPE: 68.60%
Accuracy for Australia and Product 287:
MAE: 23.848063500522006, MSE: 658.6584292691875, MAPE: 100.93%
Accuracy for Australia and Product 288:
MAE: 9.567487707282085, MSE: 153.07118854302743, MAPE: 30.21%
Accuracy for Australia and Product 289:
MAE: 16.020692856828305, MSE: 460.3287673365412, MAPE: 61.23%
Accuracy for Australia and Product 290:
MAE: 14.268409452699746, MSE: 375.4858724709555, MAPE: 35.00%
Accuracy for Australia and Product 291:
MAE: 11.058325761550632, MSE: 179.0763164829607, MAPE: 35.36%
Accuracy for Australia and Product 292:
MAE: 14.204584436802595, MSE: 308.10970949987995, MAPE: 54.51%
Accuracy for Australia and Product 293:
MAE: 15.153159443176742, MSE: 282.3827301199252, MAPE: 43.03%
Accuracy for Australia and Product 294:
MAE: 22.45682708224391, MSE: 735.430071482196, MAPE: 42.13%
Accuracy for Australia and Product 295:
MAE: 11.807840162901785, MSE: 176.67349299413937, MAPE: 27.74%
Accuracy for Australia and Product 296:
MAE: 7.942770898744193, MSE: 159.17496054624672, MAPE: 15.08%
Accuracy for Australia and Product 297:
MAE: 11.423684911541962, MSE: 242.50342658577475, MAPE: 53.82%
Accuracy for Australia and Product 298:
MAE: 11.864781928585959, MSE: 195.23936470258235, MAPE: 34.43%
Accuracy for Australia and Product 299:
MAE: 17.918029393621964, MSE: 452.60449784889, MAPE: 65.34%
Accuracy for Australia and Product 300:
MAE: 7.244779080152202, MSE: 67.60931104969022, MAPE: 16.51%
Accuracy for Australia and Product 301:
MAE: 16.785411731043997, MSE: 478.8749909469242, MAPE: 25.29%
Accuracy for Australia and Product 302:
MAE: 10.107252308281616, MSE: 166.4515505298003, MAPE: 19.76%
Accuracy for Australia and Product 303:
MAE: 19.464289497291688, MSE: 554.5351120503283, MAPE: 54.29%
Accuracy for Australia and Product 304:
MAE: 12.632950387493052, MSE: 236.67561028284345, MAPE: 41.54%
Accuracy for Australia and Product 305:
MAE: 9.533365367037195, MSE: 134.51206679152932, MAPE: 42.90%
Accuracy for Australia and Product 306:
MAE: 19.71051844307914, MSE: 596.2998951160793, MAPE: 41.73%
Accuracy for Australia and Product 307:
MAE: 20.342825618156677, MSE: 564.1617632372311, MAPE: 68.25%
Accuracy for Australia and Product 308:
MAE: 9.35981724775706, MSE: 151.00326686125393, MAPE: 39.22%
Accuracy for Australia and Product 309:
MAE: 13.901373983647622, MSE: 245.6055436242806, MAPE: 49.45%
Accuracy for Australia and Product 310:
MAE: 9.306538922625329, MSE: 144.68924130423434, MAPE: 46.82%
Accuracy for Australia and Product 311:
MAE: 13.653127041660136, MSE: 239.613775014749, MAPE: 44.88%
Accuracy for Australia and Product 312:
MAE: 12.792736874218292, MSE: 254.65500412660282, MAPE: 24.60%
Accuracy for Australia and Product 313:
MAE: 3.5501327146960735, MSE: 18.859903897579933, MAPE: 8.62%
Accuracy for Australia and Product 314:
MAE: 20.854960802362605, MSE: 554.1922766756859, MAPE: 75.18%
Accuracy for Australia and Product 315:
MAE: 16.354665335163816, MSE: 352.7342385442743, MAPE: 46.59%
Accuracy for Australia and Product 316:
MAE: 10.665401128750789, MSE: 136.55469999608107, MAPE: 24.74%
Accuracy for Australia and Product 317:
MAE: 21.627454375607165, MSE: 586.386202943813, MAPE: 147.97%
Accuracy for Australia and Product 318:
MAE: 5.622128095714618, MSE: 49.28351311541289, MAPE: 14.52%
Accuracy for Australia and Product 319:
MAE: 9.911720505978888, MSE: 156.3300834183969, MAPE: 49.73%
Accuracy for Australia and Product 320:
MAE: 15.627262759914151, MSE: 331.64453009258284, MAPE: 33.70%
Accuracy for Australia and Product 321:
MAE: 19.144413760996642, MSE: 628.3618227468231, MAPE: 47.33%
Accuracy for Australia and Product 322:
MAE: 12.673136602534441, MSE: 206.91677701937382, MAPE: 66.53%
Accuracy for Australia and Product 323:
MAE: 17.806568574244057, MSE: 392.9796959507268, MAPE: 71.60%
Accuracy for Australia and Product 324:
MAE: 19.36849466266791, MSE: 530.0915491077807, MAPE: 46.14%
Accuracy for Australia and Product 325:
MAE: 7.4522309635669375, MSE: 66.65570807816538, MAPE: 27.33%
Accuracy for Australia and Product 326:
MAE: 10.726442829134214, MSE: 156.9313013834989, MAPE: 27.22%
Accuracy for Australia and Product 327:
MAE: 13.591527338505589, MSE: 191.60750910514577, MAPE: 43.29%
Accuracy for Australia and Product 328:
MAE: 5.366636893764391, MSE: 81.27417802694377, MAPE: 26.79%
Accuracy for Australia and Product 329:
MAE: 6.30950078374294, MSE: 63.93577962953016, MAPE: 17.31%
Accuracy for Australia and Product 330:
MAE: 12.115272021786748, MSE: 191.30112603346245, MAPE: 38.74%
Accuracy for Australia and Product 331:
MAE: 9.158180222420405, MSE: 124.12231330349678, MAPE: 28.57%
Accuracy for Australia and Product 332:
MAE: 20.96613661044725, MSE: 493.7471182918531, MAPE: 104.90%
Accuracy for Australia and Product 333:
MAE: 10.09236772962172, MSE: 116.12330518584085, MAPE: 26.02%
Accuracy for Australia and Product 334:
MAE: 12.38809768053278, MSE: 282.27527602533536, MAPE: 574.72%
Accuracy for Australia and Product 335:
MAE: 12.409824364418004, MSE: 194.44754403524516, MAPE: 39.51%
Accuracy for Australia and Product 336:
MAE: 20.876022405856524, MSE: 607.1730369858724, MAPE: 59.90%
Accuracy for Australia and Product 337:
MAE: 12.001812414933067, MSE: 223.63007790759676, MAPE: 30.03%
Accuracy for Australia and Product 338:
MAE: 19.464067198302693, MSE: 483.1017364541211, MAPE: 71.15%
Accuracy for Australia and Product 339:
MAE: 16.960715347062592, MSE: 574.8331061678302, MAPE: 66.98%
Accuracy for Australia and Product 340:
MAE: 15.516137961421435, MSE: 355.4944399314799, MAPE: 45.76%
Accuracy for Australia and Product 341:
MAE: 32.27369377271854, MSE: 1243.770412820903, MAPE: 179.51%
Accuracy for Australia and Product 342:
MAE: 15.908096488537405, MSE: 527.3717411545231, MAPE: 45.85%
Accuracy for Australia and Product 343:
MAE: 9.580149289596887, MSE: 121.33182843324407, MAPE: 26.77%
Accuracy for Australia and Product 344:
MAE: 5.476338016650153, MSE: 67.96918001125903, MAPE: 19.48%
Accuracy for Australia and Product 345:
MAE: 18.16775888551882, MSE: 486.7045039326505, MAPE: 70.36%
Accuracy for Australia and Product 346:
MAE: 12.458442474752978, MSE: 201.66079977604724, MAPE: 40.06%
Accuracy for Australia and Product 347:
MAE: 12.8635558817797, MSE: 270.94445363439115, MAPE: 30.08%
Accuracy for Australia and Product 348:
MAE: 2.161631066155164, MSE: 5.972292483039814, MAPE: 6.32%
Accuracy for Australia and Product 349:
MAE: 14.873188763549427, MSE: 384.17069898195757, MAPE: 52.77%
Accuracy for Australia and Product 350:
MAE: 16.293097457070765, MSE: 377.6486348981652, MAPE: 56.96%
Accuracy for Australia and Product 351:
MAE: 16.816335078608866, MSE: 427.5791425329645, MAPE: 84.23%
Accuracy for Australia and Product 352:
MAE: 6.699488749825757, MSE: 61.89723583323096, MAPE: 17.73%
Accuracy for Australia and Product 353:
MAE: 12.903251745576819, MSE: 226.08321167598768, MAPE: 38.12%
Accuracy for Australia and Product 354:
MAE: 14.558676225870746, MSE: 236.53522177561885, MAPE: 58.07%
Accuracy for Australia and Product 355:
MAE: 10.0017106692499, MSE: 130.6011112128072, MAPE: 29.65%
Accuracy for Australia and Product 356:
MAE: 11.508542014850976, MSE: 222.70865367476063, MAPE: 32.58%
Accuracy for Australia and Product 357:
MAE: 10.317434494003852, MSE: 190.21840263743024, MAPE: 23.21%
Accuracy for Australia and Product 358:
MAE: 9.086164514785148, MSE: 160.75807582090835, MAPE: 21.26%
Accuracy for Australia and Product 359:
MAE: 6.310073695127558, MSE: 70.93145275243651, MAPE: 26.87%
Accuracy for Australia and Product 360:
MAE: 13.360099768711626, MSE: 208.80906849212528, MAPE: 37.90%
Accuracy for Australia and Product 361:
MAE: 11.050029510418964, MSE: 144.16322207469508, MAPE: 32.04%
Accuracy for Australia and Product 362:
MAE: 13.981451615769412, MSE: 231.05205827733198, MAPE: 43.69%
Accuracy for Australia and Product 363:
MAE: 22.125449858679993, MSE: 636.7827603746817, MAPE: 60.95%
Accuracy for Australia and Product 364:
MAE: 15.28476761149444, MSE: 316.5521725569216, MAPE: 531.73%
Accuracy for Australia and Product 365:
MAE: 11.914205157530382, MSE: 159.83381034603707, MAPE: 29.69%
Accuracy for Australia and Product 366:
MAE: 11.755230404306548, MSE: 185.99533803546876, MAPE: 32.85%
Accuracy for Australia and Product 367:
MAE: 8.054578108425755, MSE: 107.86867878247949, MAPE: 19.64%
Accuracy for Australia and Product 368:
MAE: 11.663702353148622, MSE: 166.97471759011478, MAPE: 34.50%
Accuracy for Australia and Product 369:
MAE: 10.39186435786132, MSE: 127.2164490728995, MAPE: 56.14%
Accuracy for Australia and Product 370:
MAE: 8.42260650491853, MSE: 90.93301487277573, MAPE: 16.09%
Accuracy for Australia and Product 371:
MAE: 17.78957090454181, MSE: 475.15278170119325, MAPE: 143.87%
Accuracy for Australia and Product 372:
MAE: 7.356373881147836, MSE: 66.466032971901, MAPE: 20.30%
Accuracy for Australia and Product 373:
MAE: 12.59520315027111, MSE: 276.58458095678964, MAPE: 36.07%
Accuracy for Australia and Product 374:
MAE: 24.325248737757832, MSE: 760.4183373665858, MAPE: 85.43%
Accuracy for Australia and Product 375:
MAE: 15.439657158899156, MSE: 318.79963373826047, MAPE: 61.72%
Accuracy for Australia and Product 376:
MAE: 14.716848748845536, MSE: 234.30798836096466, MAPE: 41.90%
Accuracy for Australia and Product 377:
MAE: 19.304001191795532, MSE: 449.2182705195469, MAPE: 64.42%
Accuracy for Australia and Product 378:
MAE: 7.393693693328892, MSE: 94.97573044479925, MAPE: 36.11%
Accuracy for Australia and Product 379:
MAE: 11.082600266785565, MSE: 139.34646411684875, MAPE: 40.02%
Accuracy for Australia and Product 380:
MAE: 14.254001266740142, MSE: 300.3665381918102, MAPE: 52.25%
Accuracy for Australia and Product 381:
MAE: 11.01213654358045, MSE: 198.19478746560065, MAPE: 33.55%
Accuracy for Australia and Product 382:
MAE: 15.976296853405762, MSE: 417.07843107662046, MAPE: 32.40%
Accuracy for Australia and Product 383:
MAE: 9.005044858819797, MSE: 126.6641039359785, MAPE: 29.02%
Accuracy for Australia and Product 384:
MAE: 19.571772725037633, MSE: 466.89486545999017, MAPE: 49.19%
Accuracy for Australia and Product 385:
MAE: 9.514595802135812, MSE: 160.53550620350046, MAPE: 28.57%
Accuracy for Australia and Product 386:
MAE: 16.119742847975544, MSE: 309.8400626907102, MAPE: 37.64%
Accuracy for Australia and Product 387:
MAE: 22.987940401078028, MSE: 766.5900025499732, MAPE: 40.35%
Accuracy for Australia and Product 388:
MAE: 19.679658234505332, MSE: 455.124489544682, MAPE: 68.90%
Accuracy for Australia and Product 389:
MAE: 17.49258570912094, MSE: 329.33701381898857, MAPE: 63.91%
Accuracy for Australia and Product 390:
MAE: 15.273940618772093, MSE: 251.3420241224814, MAPE: 54.75%
Accuracy for Australia and Product 391:
MAE: 10.23603707435913, MSE: 218.66979081942947, MAPE: 30.30%
Accuracy for Australia and Product 392:
MAE: 16.03770936565812, MSE: 471.11595961721105, MAPE: 60.56%
Accuracy for Australia and Product 393:
MAE: 12.065380885280918, MSE: 166.98474718043644, MAPE: 38.35%
Accuracy for Australia and Product 394:
MAE: 4.529660581993202, MSE: 32.432955541898956, MAPE: 16.04%
Accuracy for Australia and Product 395:
MAE: 15.92958723364264, MSE: 312.96750002506883, MAPE: 62.11%
Accuracy for Australia and Product 396:
MAE: 13.756976649055654, MSE: 338.5189372956097, MAPE: 37.44%
Accuracy for Australia and Product 397:
MAE: 16.129674238366444, MSE: 337.3538815767612, MAPE: 44.61%
Accuracy for Australia and Product 398:
MAE: 11.699412247339666, MSE: 175.74944894939762, MAPE: 30.39%
Accuracy for Australia and Product 399:
MAE: 18.333465921663112, MSE: 523.7858069489209, MAPE: 33.28%
Accuracy for Australia and Product 400:
MAE: 12.680044271830576, MSE: 227.42602913929755, MAPE: 28.79%
Accuracy for Australia and Product 401:
MAE: 9.722514428407875, MSE: 131.7642561689219, MAPE: 19.84%
Accuracy for Australia and Product 402:
MAE: 8.584852752084622, MSE: 86.76175537479746, MAPE: 37.33%
Accuracy for Australia and Product 403:
MAE: 15.55377198918281, MSE: 370.2810071911905, MAPE: 53.47%
Accuracy for Australia and Product 404:
MAE: 5.11079628473359, MSE: 49.103296552196994, MAPE: 14.04%
Accuracy for Australia and Product 405:
MAE: 18.390247054196706, MSE: 365.15667174970025, MAPE: 47.55%
Accuracy for Australia and Product 406:
MAE: 12.909685733983457, MSE: 238.89238544899428, MAPE: 46.10%
Accuracy for Australia and Product 407:
MAE: 17.140283196713803, MSE: 450.56724705637737, MAPE: 34.42%
Accuracy for Australia and Product 408:
MAE: 2.5123001377961542, MSE: 9.920677425696553, MAPE: 5.01%
Accuracy for Australia and Product 409:
MAE: 9.05664138886885, MSE: 159.66937496042172, MAPE: 71.39%
Accuracy for Australia and Product 410:
MAE: 7.55891633450989, MSE: 88.58991824532953, MAPE: 29.47%
Accuracy for Australia and Product 411:
MAE: 8.61949949613018, MSE: 115.68352159457982, MAPE: 18.70%
Accuracy for Australia and Product 412:
MAE: 11.506570873334562, MSE: 185.72517028600947, MAPE: 26.28%
Accuracy for Australia and Product 413:
MAE: 9.71948591073063, MSE: 237.77683454870595, MAPE: 34.30%
Accuracy for Australia and Product 414:
MAE: 13.082355785449366, MSE: 235.56553534764035, MAPE: 44.29%
Accuracy for Australia and Product 415:
MAE: 18.47467047923595, MSE: 398.0369485269726, MAPE: 146.70%
Accuracy for Australia and Product 416:
MAE: 9.15947839489779, MSE: 123.04490239201793, MAPE: 27.72%
Accuracy for Australia and Product 417:
MAE: 14.21081484439107, MSE: 397.4190376641579, MAPE: 81.09%
Accuracy for Australia and Product 418:
MAE: 16.357197606309846, MSE: 437.5930124827929, MAPE: 31.35%
Accuracy for Australia and Product 419:
MAE: 13.483689279427953, MSE: 278.8901260773708, MAPE: 33.37%
Accuracy for Australia and Product 420:
MAE: 9.41523069100556, MSE: 106.3582958391609, MAPE: 24.32%
Accuracy for Australia and Product 421:
MAE: 12.233910647987479, MSE: 171.70631859821734, MAPE: 30.90%
Accuracy for Australia and Product 422:
MAE: 12.264865903886838, MSE: 274.5495322255312, MAPE: 51.25%
Accuracy for Australia and Product 423:
MAE: 11.114296705164582, MSE: 150.73530982461563, MAPE: 45.05%
Accuracy for Australia and Product 424:
MAE: 17.718323616262563, MSE: 333.1298493249104, MAPE: 59.44%
Accuracy for Australia and Product 425:
MAE: 13.644709702038494, MSE: 247.95710100546574, MAPE: 55.37%
Accuracy for Australia and Product 426:
MAE: 24.44757968440439, MSE: 916.5721328173465, MAPE: 332.73%
Accuracy for Australia and Product 427:
MAE: 10.847193590404956, MSE: 189.72916146571038, MAPE: 31.36%
Accuracy for Australia and Product 428:
MAE: 3.0119756728987057, MSE: 14.80113600852469, MAPE: 5.94%
Accuracy for Australia and Product 429:
MAE: 25.183315893917342, MSE: 755.4528038948786, MAPE: 459.30%
Accuracy for Australia and Product 430:
MAE: 14.566160688133825, MSE: 417.379273175913, MAPE: 57.01%
Accuracy for Australia and Product 431:
MAE: 12.265341172533978, MSE: 253.89063412086034, MAPE: 82.21%
Accuracy for Australia and Product 432:
MAE: 17.916771124674376, MSE: 433.9269615509, MAPE: 35.69%
Accuracy for Australia and Product 433:
MAE: 11.661444817025094, MSE: 270.64131487792093, MAPE: 48.36%
Accuracy for Australia and Product 434:
MAE: 16.14313359176171, MSE: 343.11169108959723, MAPE: 51.51%
Accuracy for Australia and Product 435:
MAE: 9.15057027096491, MSE: 102.02422540917419, MAPE: 32.87%
Accuracy for Australia and Product 436:
MAE: 15.36448976616648, MSE: 354.92062159494935, MAPE: 63.91%
Accuracy for Australia and Product 437:
MAE: 8.63424845654541, MSE: 98.96102633648793, MAPE: 19.75%
Accuracy for Australia and Product 438:
MAE: 18.992641297301365, MSE: 673.6760138638749, MAPE: 88.43%
Accuracy for Australia and Product 439:
MAE: 15.380105041317353, MSE: 313.83722765623514, MAPE: 58.62%
Accuracy for Australia and Product 440:
MAE: 11.729601939772923, MSE: 195.26192547560504, MAPE: 52.17%
Accuracy for Australia and Product 441:
MAE: 16.086525013050412, MSE: 320.94054054251626, MAPE: 569.83%
Accuracy for Australia and Product 442:
MAE: 4.876728268778974, MSE: 31.768679886005806, MAPE: 13.43%
Accuracy for Australia and Product 443:
MAE: 5.479990285109106, MSE: 37.635227148908925, MAPE: 12.68%
Accuracy for Australia and Product 444:
MAE: 11.173053117954124, MSE: 182.24361414919954, MAPE: 29.59%
Accuracy for Australia and Product 445:
MAE: 14.568068911223117, MSE: 287.98397558036964, MAPE: 113.72%
Accuracy for Australia and Product 446:
MAE: 23.600274484524913, MSE: 734.3827797642173, MAPE: 120.28%
Accuracy for Australia and Product 447:
MAE: 13.117619278227568, MSE: 239.40783026629575, MAPE: 61.09%
Accuracy for Australia and Product 448:
MAE: 24.79039284484001, MSE: 626.5944302359628, MAPE: 77.79%
Accuracy for Australia and Product 449:
MAE: 12.634255291454, MSE: 258.4524550751329, MAPE: 40.40%
Accuracy for Australia and Product 450:
MAE: 6.902231120732997, MSE: 51.77197781493199, MAPE: 23.44%
Accuracy for Australia and Product 451:
MAE: 14.27994159421722, MSE: 291.70265757609167, MAPE: 55.55%
Accuracy for Australia and Product 452:
MAE: 14.161527532495171, MSE: 224.23490237567177, MAPE: 73.14%
Accuracy for Australia and Product 453:
MAE: 11.906629806617804, MSE: 197.05728696077946, MAPE: 44.38%
Accuracy for Australia and Product 454:
MAE: 19.718104347342955, MSE: 406.02416947669735, MAPE: 68.73%
Accuracy for Australia and Product 455:
MAE: 9.232750755155058, MSE: 129.60902198914084, MAPE: 29.58%
Accuracy for Australia and Product 456:
MAE: 18.15954188730503, MSE: 427.8777473906086, MAPE: 56.55%
Accuracy for Australia and Product 457:
MAE: 14.095288227581836, MSE: 270.42049363824884, MAPE: 45.08%
Accuracy for Australia and Product 458:
MAE: 13.338738620188531, MSE: 221.88959547936338, MAPE: 30.58%
Accuracy for Australia and Product 459:
MAE: 6.4450304091606965, MSE: 62.09668393249062, MAPE: 23.10%
Accuracy for Australia and Product 460:
MAE: 9.156076791620814, MSE: 113.87231571107084, MAPE: 28.71%
Accuracy for Australia and Product 461:
MAE: 13.479997422842207, MSE: 209.21364727423807, MAPE: 34.57%
Accuracy for Australia and Product 462:
MAE: 7.935114391105675, MSE: 182.12291023965096, MAPE: 37.41%
Accuracy for Australia and Product 463:
MAE: 11.466501939648797, MSE: 191.87095261709203, MAPE: 47.01%
Accuracy for Australia and Product 464:
MAE: 6.17999022341416, MSE: 46.69381652080888, MAPE: 15.61%
Accuracy for Australia and Product 465:
MAE: 12.460314676125268, MSE: 255.43070203665548, MAPE: 70.57%
Accuracy for Australia and Product 466:
MAE: 12.220331903761686, MSE: 337.0664335896371, MAPE: 54.66%
Accuracy for Australia and Product 467:
MAE: 5.680561386298244, MSE: 54.42739311113777, MAPE: 25.72%
Accuracy for Australia and Product 468:
MAE: 9.247965102538936, MSE: 113.06903620245023, MAPE: 20.93%
Accuracy for Australia and Product 469:
MAE: 9.303021223208615, MSE: 151.3224964250323, MAPE: 16.98%
Accuracy for Australia and Product 470:
MAE: 11.880126877322205, MSE: 167.35897359166287, MAPE: 33.91%
Accuracy for Australia and Product 471:
MAE: 10.348286631306678, MSE: 152.6203331369341, MAPE: 47.53%
Accuracy for Australia and Product 472:
MAE: 5.757404427000184, MSE: 39.405402558919434, MAPE: 13.04%
Accuracy for Australia and Product 473:
MAE: 11.098066065335573, MSE: 242.81970262845329, MAPE: 60.45%
Accuracy for Australia and Product 474:
MAE: 12.55655157852704, MSE: 350.84960875267285, MAPE: 21.61%
Accuracy for Australia and Product 475:
MAE: 22.575280465196688, MSE: 650.1113264855134, MAPE: 111.21%
Accuracy for Australia and Product 476:
MAE: 5.266938849456382, MSE: 38.0621989028023, MAPE: 11.58%
Accuracy for Australia and Product 477:
MAE: 9.03020923714261, MSE: 122.3324712887418, MAPE: 28.33%
Accuracy for Australia and Product 478:
MAE: 11.018247350760287, MSE: 190.8454541486579, MAPE: 71.72%
Accuracy for Australia and Product 479:
MAE: 13.805237047693945, MSE: 275.0150021140812, MAPE: 44.65%
Accuracy for Australia and Product 480:
MAE: 5.273176773989476, MSE: 33.96997449378342, MAPE: 13.90%
Accuracy for Australia and Product 481:
MAE: 18.344247263966878, MSE: 375.11092581790064, MAPE: 63.74%
Accuracy for Australia and Product 482:
MAE: 14.756751084277886, MSE: 264.13330361672627, MAPE: 50.70%
Accuracy for Australia and Product 483:
MAE: 8.896457914770782, MSE: 108.9624028643286, MAPE: 26.56%
Accuracy for Australia and Product 484:
MAE: 8.144059640538439, MSE: 111.72928749705379, MAPE: 27.76%
Accuracy for Australia and Product 485:
MAE: 14.743593965776673, MSE: 267.24898438643464, MAPE: 32.80%
Accuracy for Australia and Product 486:
MAE: 9.54500267839977, MSE: 168.23834302178574, MAPE: 31.82%
Accuracy for Australia and Product 487:
MAE: 10.378645876714716, MSE: 139.53526684749787, MAPE: 24.27%
Accuracy for Australia and Product 488:
MAE: 10.664154542650406, MSE: 127.52396070781387, MAPE: 25.00%
Accuracy for Australia and Product 489:
MAE: 13.643088739127176, MSE: 305.5067553024545, MAPE: 35.58%
Accuracy for Australia and Product 490:
MAE: 10.994734682775944, MSE: 219.16683229068985, MAPE: 37.59%
Accuracy for Australia and Product 491:
MAE: 18.968390852843147, MSE: 470.7911369597068, MAPE: 746.19%
Accuracy for Australia and Product 492:
MAE: 8.139486395406506, MSE: 91.0448116719276, MAPE: 32.21%
Accuracy for Australia and Product 493:
MAE: 9.165033040568094, MSE: 167.0659505904628, MAPE: 22.74%
Accuracy for Australia and Product 494:
MAE: 8.206279937525537, MSE: 91.4689344110263, MAPE: 15.80%
Accuracy for Australia and Product 495:
MAE: 10.054482906996315, MSE: 151.56739889975236, MAPE: 22.71%
Accuracy for Australia and Product 496:
MAE: 7.115708708092353, MSE: 90.21431915195866, MAPE: 19.66%
Accuracy for Australia and Product 497:
MAE: 10.68945260055577, MSE: 170.01515610129215, MAPE: 30.16%
Accuracy for Australia and Product 498:
MAE: 13.249199636845484, MSE: 283.4936345834095, MAPE: 35.09%
Accuracy for Australia and Product 499:
MAE: 6.798769719155605, MSE: 62.36484885043196, MAPE: 24.53%
Accuracy for Australia and Product 500:
MAE: 10.991050179751182, MSE: 173.30255842878654, MAPE: 27.97%
Accuracy for Australia and Product 501:
MAE: 13.53680170113652, MSE: 227.31416555518632, MAPE: 49.12%
Accuracy for Australia and Product 502:
MAE: 11.309493938404724, MSE: 161.87879825371164, MAPE: 27.56%
Accuracy for Australia and Product 503:
MAE: 9.119328309013849, MSE: 122.67333449866373, MAPE: 20.35%
Accuracy for Australia and Product 504:
MAE: 12.25143036277126, MSE: 185.42951106775257, MAPE: 40.69%
Accuracy for Australia and Product 505:
MAE: 17.29153627672552, MSE: 413.26876866393303, MAPE: 32.53%
Accuracy for Australia and Product 506:
MAE: 10.729388324136332, MSE: 154.61372244135984, MAPE: 25.42%
Accuracy for Australia and Product 507:
MAE: 9.548083691860104, MSE: 163.27754220001484, MAPE: 39.17%
Accuracy for Australia and Product 508:
MAE: 17.770615693426855, MSE: 446.36083170580434, MAPE: 42.39%
Accuracy for Australia and Product 509:
MAE: 8.599218363429747, MSE: 162.86096214757586, MAPE: 17.81%
Accuracy for Australia and Product 510:
MAE: 11.754611416261389, MSE: 173.85650160715664, MAPE: 47.19%
Accuracy for Australia and Product 511:
MAE: 18.838302027512434, MSE: 411.7174227752388, MAPE: 53.33%
Accuracy for Australia and Product 512:
MAE: 10.733492690621961, MSE: 135.41192527566633, MAPE: 24.78%
Accuracy for Australia and Product 513:
MAE: 12.074402020955857, MSE: 157.49537487166157, MAPE: 29.95%
Accuracy for Australia and Product 514:
MAE: 13.996075796630228, MSE: 214.30987171584533, MAPE: 50.84%
Accuracy for Australia and Product 515:
MAE: 9.702324907898511, MSE: 115.23728898114965, MAPE: 24.18%
Accuracy for Australia and Product 516:
MAE: 11.894441900689737, MSE: 249.05089059198718, MAPE: 27.57%
Accuracy for Australia and Product 517:
MAE: 19.985073755348886, MSE: 537.2297660096898, MAPE: 759.94%
Accuracy for Australia and Product 518:
MAE: 13.393981525920955, MSE: 228.31898314211102, MAPE: 165.39%
Accuracy for Australia and Product 519:
MAE: 7.672351410883591, MSE: 103.9461411036056, MAPE: 24.94%
Accuracy for Australia and Product 520:
MAE: 12.916141418329241, MSE: 221.69404879480072, MAPE: 110.71%
Accuracy for Australia and Product 521:
MAE: 5.561838594606327, MSE: 38.905568445707935, MAPE: 13.15%
Accuracy for Australia and Product 522:
MAE: 17.65198085168715, MSE: 362.40613197891923, MAPE: 77.32%
Accuracy for Australia and Product 523:
MAE: 8.452769710977538, MSE: 96.97829828440601, MAPE: 24.62%
Accuracy for Australia and Product 524:
MAE: 17.992047302832088, MSE: 550.9465159231346, MAPE: 88.42%
Accuracy for Australia and Product 525:
MAE: 12.213026605812683, MSE: 226.64716910753373, MAPE: 58.19%
Accuracy for Australia and Product 526:
MAE: 11.642320257486146, MSE: 260.3985160432301, MAPE: 42.94%
Accuracy for Australia and Product 527:
MAE: 25.620565419023524, MSE: 792.8463143654393, MAPE: 84.34%
Accuracy for Australia and Product 528:
MAE: 14.898700085113234, MSE: 238.5594959593197, MAPE: 46.46%
Accuracy for Australia and Product 529:
MAE: 16.45829893549887, MSE: 372.4012950655097, MAPE: 55.26%
Accuracy for Australia and Product 530:
MAE: 18.553801190052734, MSE: 510.3916430151768, MAPE: 71.22%
Accuracy for Australia and Product 531:
MAE: 10.797830507257919, MSE: 166.69004615541184, MAPE: 24.47%
Accuracy for Australia and Product 532:
MAE: 8.25652579134782, MSE: 84.30563148408552, MAPE: 18.92%
Accuracy for Australia and Product 533:
MAE: 13.065282977132767, MSE: 212.92545085775518, MAPE: 27.23%
Accuracy for Australia and Product 534:
MAE: 19.455762241078624, MSE: 426.1791444127938, MAPE: 57.78%
Accuracy for Australia and Product 535:
MAE: 16.6413988093241, MSE: 443.932335149709, MAPE: 33.05%
Accuracy for Australia and Product 536:
MAE: 24.50126707179758, MSE: 871.0117504047372, MAPE: 56.00%
Accuracy for Australia and Product 537:
MAE: 8.660585411037118, MSE: 91.36649188428711, MAPE: 25.23%
Accuracy for Australia and Product 538:
MAE: 8.597271803340373, MSE: 88.43776281355059, MAPE: 27.93%
Accuracy for Australia and Product 539:
MAE: 17.6798426513987, MSE: 542.0255225544272, MAPE: 39.14%
Accuracy for Australia and Product 540:
MAE: 11.973142494252482, MSE: 252.88827008516714, MAPE: 36.69%
Accuracy for Australia and Product 541:
MAE: 11.807925626783094, MSE: 177.95382913572317, MAPE: 56.16%
Accuracy for Australia and Product 542:
MAE: 14.83878263660093, MSE: 316.3504059559617, MAPE: 36.62%
Accuracy for Australia and Product 543:
MAE: 18.71813059583413, MSE: 384.47973413294926, MAPE: 88.41%
Accuracy for Australia and Product 544:
MAE: 23.282141756429105, MSE: 898.7977704815883, MAPE: 260.63%
Accuracy for Australia and Product 545:
MAE: 8.597867583450034, MSE: 121.01057254301811, MAPE: 19.75%
Accuracy for Australia and Product 546:
MAE: 6.059699155619167, MSE: 50.39347322892585, MAPE: 19.94%
Accuracy for Australia and Product 547:
MAE: 14.458074318511432, MSE: 370.5589824320012, MAPE: 49.67%
Accuracy for Australia and Product 548:
MAE: 16.212420341531324, MSE: 406.2102485024705, MAPE: 45.27%
Accuracy for Australia and Product 549:
MAE: 6.488592392430055, MSE: 76.17915481809112, MAPE: 17.18%
Accuracy for Australia and Product 550:
MAE: 23.115945429620712, MSE: 605.7316628335888, MAPE: 88.96%
Accuracy for Australia and Product 551:
MAE: 9.751940840325876, MSE: 192.83564141593294, MAPE: 19.88%
Accuracy for Australia and Product 552:
MAE: 14.045767467123705, MSE: 293.6567957968583, MAPE: 54.16%
Accuracy for Australia and Product 553:
MAE: 6.484518938990784, MSE: 56.656686724007386, MAPE: 15.21%
Accuracy for Australia and Product 554:
MAE: 10.5554649536362, MSE: 124.48242921803401, MAPE: 24.10%
Accuracy for Australia and Product 555:
MAE: 11.68518160695911, MSE: 208.62630091133465, MAPE: 38.78%
Accuracy for Australia and Product 556:
MAE: 17.06908999141294, MSE: 392.652984678274, MAPE: 48.40%
Accuracy for Australia and Product 557:
MAE: 12.368637842916044, MSE: 199.09353269101888, MAPE: 85.80%
Accuracy for Australia and Product 558:
MAE: 10.858701424829185, MSE: 142.98832739400365, MAPE: 22.51%
Accuracy for Australia and Product 559:
MAE: 8.55883847323115, MSE: 105.61680752830253, MAPE: 25.75%
Accuracy for Australia and Product 560:
MAE: 8.357664310353039, MSE: 131.53084950793703, MAPE: 18.55%
Accuracy for Australia and Product 561:
MAE: 11.930358295384599, MSE: 156.45723394068304, MAPE: 29.61%
Accuracy for Australia and Product 562:
MAE: 11.08272395308761, MSE: 149.3267326816008, MAPE: 28.89%
Accuracy for Australia and Product 563:
MAE: 12.540613092921877, MSE: 243.33642580708275, MAPE: 33.77%
Accuracy for Australia and Product 564:
MAE: 12.114009022898566, MSE: 267.79433616871705, MAPE: 48.53%
Accuracy for Australia and Product 565:
MAE: 10.726708485967766, MSE: 122.77929837012903, MAPE: 38.49%
Accuracy for Australia and Product 566:
MAE: 14.028037302551477, MSE: 300.95531633753825, MAPE: 39.07%
Accuracy for Australia and Product 567:
MAE: 14.412257756669215, MSE: 236.44340650245445, MAPE: 35.98%
Accuracy for Australia and Product 568:
MAE: 13.0434495343159, MSE: 199.8697641732207, MAPE: 39.40%
Accuracy for Australia and Product 569:
MAE: 10.153425730948353, MSE: 125.29264959429875, MAPE: 24.52%
Accuracy for Australia and Product 570:
MAE: 11.729689897000332, MSE: 174.59044700800322, MAPE: 35.77%
Accuracy for Australia and Product 571:
MAE: 17.00128436259226, MSE: 361.0676679768443, MAPE: 51.87%
Accuracy for Australia and Product 572:
MAE: 12.84976150817493, MSE: 219.4937490477393, MAPE: 42.40%
Accuracy for Australia and Product 573:
MAE: 20.515652099227548, MSE: 545.1563471595277, MAPE: 57.91%
Accuracy for Australia and Product 574:
MAE: 16.11291045636351, MSE: 275.37164987737475, MAPE: 45.89%
Accuracy for Australia and Product 575:
MAE: 11.770279792161858, MSE: 201.51727323615054, MAPE: 31.23%
Accuracy for Australia and Product 576:
MAE: 9.792595128404495, MSE: 122.15902947381457, MAPE: 33.54%
Accuracy for Australia and Product 577:
MAE: 16.268668475555746, MSE: 403.06475215716443, MAPE: 141.00%
Accuracy for Australia and Product 578:
MAE: 10.648707519054723, MSE: 206.28125540880083, MAPE: 28.77%
Accuracy for Australia and Product 579:
MAE: 10.496121058613676, MSE: 135.24053611847023, MAPE: 29.05%
Accuracy for Australia and Product 580:
MAE: 19.528170458350694, MSE: 448.676843126366, MAPE: 82.71%
Accuracy for Australia and Product 581:
MAE: 10.12462663596723, MSE: 135.4674698144882, MAPE: 29.48%
Accuracy for Australia and Product 582:
MAE: 7.832365550146659, MSE: 77.65887748917983, MAPE: 27.01%
Accuracy for Australia and Product 583:
MAE: 13.330862810115018, MSE: 240.59582486320193, MAPE: 29.04%
Accuracy for Australia and Product 584:
MAE: 12.33565992711905, MSE: 207.65409993627932, MAPE: 41.83%
Accuracy for Australia and Product 585:
MAE: 11.343432341163565, MSE: 249.41546486182287, MAPE: 41.61%
Accuracy for Australia and Product 586:
MAE: 4.722491872933108, MSE: 37.026431327302696, MAPE: 13.76%
Accuracy for Australia and Product 587:
MAE: 14.634718932563862, MSE: 324.80673487111636, MAPE: 65.67%
Accuracy for Australia and Product 588:
MAE: 7.884298182665925, MSE: 157.60187923892644, MAPE: 15.99%
Accuracy for Australia and Product 589:
MAE: 9.094739601985333, MSE: 108.57262575583552, MAPE: 34.33%
Accuracy for Australia and Product 590:
MAE: 14.86087664523426, MSE: 291.93302527649195, MAPE: 40.46%
Accuracy for Australia and Product 591:
MAE: 22.598279244370968, MSE: 612.2413903471647, MAPE: 59.13%
Accuracy for Australia and Product 592:
MAE: 10.785969315002905, MSE: 184.2092878295638, MAPE: 43.06%
Accuracy for Australia and Product 593:
MAE: 12.14536065425646, MSE: 188.5507918728929, MAPE: 40.61%
Accuracy for Australia and Product 594:
MAE: 4.8328754022454605, MSE: 49.56458493727955, MAPE: 13.13%
Accuracy for Australia and Product 595:
MAE: 19.516027042736795, MSE: 548.3268817293576, MAPE: 88.37%
Accuracy for Australia and Product 596:
MAE: 10.249185482965018, MSE: 169.04377045051274, MAPE: 32.82%
Accuracy for Australia and Product 597:
MAE: 13.229375814593647, MSE: 213.18759859558344, MAPE: 28.93%
Accuracy for Australia and Product 598:
MAE: 12.921042470811912, MSE: 258.31149114857783, MAPE: 41.12%
Accuracy for Australia and Product 599:
MAE: 8.614761476625025, MSE: 116.0474502417384, MAPE: 22.39%
Accuracy for Australia and Product 600:
MAE: 12.386377708280092, MSE: 223.65483350094647, MAPE: 28.09%
Accuracy for Australia and Product 601:
MAE: 15.74177613894644, MSE: 298.85380397072333, MAPE: 54.90%
Accuracy for Australia and Product 602:
MAE: 11.826886379408794, MSE: 152.72269164323916, MAPE: 34.60%
Accuracy for Australia and Product 603:
MAE: 11.957887554727005, MSE: 179.01615630784923, MAPE: 53.00%
Accuracy for Australia and Product 604:
MAE: 7.970077884219738, MSE: 138.73577578007732, MAPE: 16.19%
Accuracy for Australia and Product 605:
MAE: 8.81647862761082, MSE: 128.81994543897366, MAPE: 18.52%
Accuracy for Australia and Product 606:
MAE: 20.16718778730263, MSE: 452.5092909449867, MAPE: 104.31%
Accuracy for Australia and Product 607:
MAE: 13.845784985515674, MSE: 295.59773809601705, MAPE: 51.46%
Accuracy for Australia and Product 608:
MAE: 5.889675196718244, MSE: 47.15825470384162, MAPE: 13.17%
Accuracy for Australia and Product 609:
MAE: 10.247293012600423, MSE: 136.73861530492172, MAPE: 31.14%
Accuracy for Australia and Product 610:
MAE: 19.335201658528046, MSE: 620.8490815290965, MAPE: 63.51%
Accuracy for Australia and Product 611:
MAE: 7.863015420333065, MSE: 142.16767459379693, MAPE: 23.22%
Accuracy for Australia and Product 612:
MAE: 8.551190364167457, MSE: 82.81576991274324, MAPE: 28.96%
Accuracy for Australia and Product 613:
MAE: 16.204370375481847, MSE: 359.9947242953366, MAPE: 38.05%
Accuracy for Australia and Product 614:
MAE: 19.745409060133483, MSE: 528.8577067480344, MAPE: 112.95%
Accuracy for Australia and Product 615:
MAE: 8.792687747500995, MSE: 147.90013167723362, MAPE: 39.59%
Accuracy for Australia and Product 616:
MAE: 14.655475629586823, MSE: 298.9032832803997, MAPE: 43.89%
Accuracy for Australia and Product 617:
MAE: 7.763508451994855, MSE: 74.8120449483097, MAPE: 32.27%
Accuracy for Australia and Product 618:
MAE: 16.58526551891044, MSE: 302.01596387686084, MAPE: 39.86%
Accuracy for Australia and Product 619:
MAE: 12.025239991634585, MSE: 176.75082629342083, MAPE: 36.44%
Accuracy for Australia and Product 620:
MAE: 16.102221963301606, MSE: 305.0632593322231, MAPE: 48.28%
Accuracy for Australia and Product 621:
MAE: 9.679656248813094, MSE: 158.44704896009998, MAPE: 26.33%
Accuracy for Australia and Product 622:
MAE: 17.71766830975987, MSE: 384.1563795612184, MAPE: 60.21%
Accuracy for Australia and Product 623:
MAE: 14.483777828993414, MSE: 505.83413941343895, MAPE: 22.86%
Accuracy for Australia and Product 624:
MAE: 15.848709167730679, MSE: 270.95628461286003, MAPE: 71.98%
Accuracy for Australia and Product 625:
MAE: 16.045729490685197, MSE: 271.1639466528571, MAPE: 41.38%
Accuracy for Australia and Product 626:
MAE: 14.820974695947701, MSE: 289.17072427331055, MAPE: 28.70%
Accuracy for Australia and Product 627:
MAE: 12.730012938907446, MSE: 221.51558092942952, MAPE: 38.64%
Accuracy for Australia and Product 628:
MAE: 17.055762233882216, MSE: 416.73044544300103, MAPE: 55.98%
Accuracy for Australia and Product 629:
MAE: 14.063823930358684, MSE: 239.84199211492174, MAPE: 40.80%
Accuracy for Australia and Product 630:
MAE: 7.762303886558415, MSE: 82.38637445274242, MAPE: 33.22%
Accuracy for Australia and Product 631:
MAE: 7.687367048060206, MSE: 79.31806654932262, MAPE: 18.50%
Accuracy for Australia and Product 632:
MAE: 11.658710179132742, MSE: 245.94081866778407, MAPE: 40.08%
Accuracy for Australia and Product 633:
MAE: 14.408183052494413, MSE: 258.26100282601806, MAPE: 32.93%
Accuracy for Australia and Product 634:
MAE: 12.57911504389787, MSE: 300.98482830274156, MAPE: 39.36%
Accuracy for Australia and Product 635:
MAE: 14.383745440459311, MSE: 295.873874206013, MAPE: 31.83%
Accuracy for Australia and Product 636:
MAE: 9.74598829978089, MSE: 165.2946992790963, MAPE: 31.02%
Accuracy for Australia and Product 637:
MAE: 12.697575259598676, MSE: 282.6099232922541, MAPE: 47.58%
Accuracy for Australia and Product 638:
MAE: 17.946042910193547, MSE: 401.61614894920746, MAPE: 126.94%
Accuracy for Australia and Product 639:
MAE: 17.802191240120386, MSE: 468.1069406629622, MAPE: 105.97%
Accuracy for Australia and Product 640:
MAE: 17.93925191145853, MSE: 803.2850541853488, MAPE: 80.52%
Accuracy for Australia and Product 641:
MAE: 8.69741558117822, MSE: 89.73793873144159, MAPE: 27.10%
Accuracy for Australia and Product 642:
MAE: 16.244995935926987, MSE: 419.91418416023225, MAPE: 41.52%
Accuracy for Australia and Product 643:
MAE: 17.0370786319008, MSE: 392.93524244381274, MAPE: 65.66%
Accuracy for Australia and Product 644:
MAE: 13.332931229543949, MSE: 238.78120693512733, MAPE: 27.45%
Accuracy for Australia and Product 645:
MAE: 12.631032813760921, MSE: 261.9697605304275, MAPE: 57.11%
Accuracy for Australia and Product 646:
MAE: 15.508195432937924, MSE: 251.46376152865076, MAPE: 29.02%
Accuracy for Australia and Product 647:
MAE: 6.007090638474201, MSE: 47.62477287491028, MAPE: 28.36%
Accuracy for Australia and Product 648:
MAE: 13.463341344273251, MSE: 301.7379973632551, MAPE: 70.70%
Accuracy for Australia and Product 649:
MAE: 19.58376488319821, MSE: 477.99537234596676, MAPE: 78.67%
Accuracy for Australia and Product 650:
MAE: 14.707113930643999, MSE: 310.4026164133054, MAPE: 43.05%
Accuracy for Australia and Product 651:
MAE: 7.965775499011369, MSE: 74.18120577222562, MAPE: 27.58%
Accuracy for Australia and Product 652:
MAE: 19.62314234321765, MSE: 580.8350115902929, MAPE: 68.82%
Accuracy for Australia and Product 653:
MAE: 13.55395463607876, MSE: 216.34319890151582, MAPE: 39.64%
Accuracy for Australia and Product 654:
MAE: 19.9892056609499, MSE: 499.4381834660252, MAPE: 64.60%
Accuracy for Australia and Product 655:
MAE: 17.862523088063796, MSE: 561.8377779574859, MAPE: 103.07%
Accuracy for Australia and Product 656:
MAE: 15.013137138234237, MSE: 433.9449286636889, MAPE: 39.16%
Accuracy for Australia and Product 657:
MAE: 7.824150844237377, MSE: 139.95663094592788, MAPE: 59.14%
Accuracy for Australia and Product 658:
MAE: 9.053343539835058, MSE: 123.81458036157987, MAPE: 16.82%
Accuracy for Australia and Product 659:
MAE: 13.05514765425691, MSE: 299.8496543166524, MAPE: 36.19%
Accuracy for Australia and Product 660:
MAE: 9.984001254233643, MSE: 121.95178452654345, MAPE: 50.07%
Accuracy for Australia and Product 661:
MAE: 20.167413488562392, MSE: 563.2258793738455, MAPE: 90.05%
Accuracy for Australia and Product 662:
MAE: 20.954516573836685, MSE: 562.6849328046073, MAPE: 66.91%
Accuracy for Australia and Product 663:
MAE: 6.09420865846391, MSE: 46.33319553841223, MAPE: 13.72%
Accuracy for Australia and Product 664:
MAE: 13.28901581282027, MSE: 226.95653392728363, MAPE: 29.29%
Accuracy for Australia and Product 665:
MAE: 11.219666659668915, MSE: 192.21630840868812, MAPE: 43.22%
Accuracy for Australia and Product 666:
MAE: 15.639705962085738, MSE: 343.734289176841, MAPE: 50.90%
Accuracy for Australia and Product 667:
MAE: 11.639260069127648, MSE: 257.55292589097155, MAPE: 37.39%
Accuracy for Australia and Product 668:
MAE: 12.086038210005556, MSE: 200.97369495925508, MAPE: 43.57%
Accuracy for Australia and Product 669:
MAE: 11.892654168749406, MSE: 191.87301210311722, MAPE: 74.15%
Accuracy for Australia and Product 670:
MAE: 11.018280201956253, MSE: 217.29084257530798, MAPE: 26.69%
Accuracy for Australia and Product 671:
MAE: 7.800027626747858, MSE: 156.46891669654923, MAPE: 41.18%
Accuracy for Australia and Product 672:
MAE: 20.831448978070096, MSE: 584.2486284730901, MAPE: 138.20%
Accuracy for Australia and Product 673:
MAE: 5.942502857482154, MSE: 50.30303735796274, MAPE: 13.04%
Accuracy for Australia and Product 674:
MAE: 17.36148098935261, MSE: 337.14260502366534, MAPE: 55.56%
Accuracy for Australia and Product 675:
MAE: 11.039219485005876, MSE: 243.0727376937838, MAPE: 27.86%
Accuracy for Australia and Product 676:
MAE: 14.413733752549494, MSE: 273.2372937752567, MAPE: 38.88%
Accuracy for Australia and Product 677:
MAE: 9.980000041159103, MSE: 164.5628175329828, MAPE: 32.80%
Accuracy for Australia and Product 678:
MAE: 14.86787200652733, MSE: 361.53851595640174, MAPE: 25.84%
Accuracy for Australia and Product 679:
MAE: 4.9571226932565535, MSE: 35.73415782208246, MAPE: 14.71%
Accuracy for Australia and Product 680:
MAE: 12.003764865705472, MSE: 199.91322311878872, MAPE: 44.81%
Accuracy for Australia and Product 681:
MAE: 15.001302967203548, MSE: 328.89092355328614, MAPE: 51.13%
Accuracy for Australia and Product 682:
MAE: 9.184524689567152, MSE: 139.97927366869595, MAPE: 41.10%
Accuracy for Australia and Product 683:
MAE: 13.83162571905664, MSE: 246.2660789026654, MAPE: 40.46%
Accuracy for Australia and Product 684:
MAE: 14.034357712630259, MSE: 272.5498145756923, MAPE: 30.85%
Accuracy for Australia and Product 685:
MAE: 5.165658353986066, MSE: 44.22725617074478, MAPE: 14.96%
Accuracy for Australia and Product 686:
MAE: 19.92203634265898, MSE: 623.3139985252272, MAPE: 38.11%
Accuracy for Australia and Product 687:
MAE: 14.8322042218418, MSE: 322.7859625047173, MAPE: 73.76%
Accuracy for Australia and Product 688:
MAE: 11.84627395844987, MSE: 171.05664767708595, MAPE: 33.51%
Accuracy for Australia and Product 689:
MAE: 17.10920838921663, MSE: 333.4296731624927, MAPE: 43.82%
Accuracy for Australia and Product 690:
MAE: 8.77626106810399, MSE: 99.57654214405537, MAPE: 38.19%
Accuracy for Australia and Product 691:
MAE: 11.188836602022159, MSE: 145.39768475824113, MAPE: 27.58%
Accuracy for Australia and Product 692:
MAE: 17.71847915985757, MSE: 435.14319416786384, MAPE: 91.36%
Accuracy for Australia and Product 693:
MAE: 9.241677261640577, MSE: 155.83726207459432, MAPE: 25.47%
Accuracy for Australia and Product 694:
MAE: 14.392375057573322, MSE: 263.05889715360644, MAPE: 35.78%
Accuracy for Australia and Product 695:
MAE: 17.070314579342046, MSE: 329.16134146746157, MAPE: 41.06%
Accuracy for Australia and Product 696:
MAE: 8.90354938426983, MSE: 131.50684945306114, MAPE: 22.34%
Accuracy for Australia and Product 697:
MAE: 12.306462293528963, MSE: 314.26457797889424, MAPE: 60.99%
Accuracy for Australia and Product 698:
MAE: 13.990895205133162, MSE: 256.9856283028935, MAPE: 49.94%
Accuracy for Australia and Product 699:
MAE: 9.068672498596126, MSE: 148.55498957100826, MAPE: 32.10%
Accuracy for Australia and Product 700:
MAE: 9.336437843152144, MSE: 92.189554733644, MAPE: 24.84%
Accuracy for Australia and Product 701:
MAE: 12.227602985550597, MSE: 323.1782223123047, MAPE: 35.14%
Accuracy for Australia and Product 702:
MAE: 9.38412919175082, MSE: 156.711521574678, MAPE: 41.42%
Accuracy for Australia and Product 703:
MAE: 7.438539058136506, MSE: 132.40373646645156, MAPE: 29.61%
Accuracy for Australia and Product 704:
MAE: 9.735545323708468, MSE: 112.50558607337578, MAPE: 32.69%
Accuracy for Australia and Product 705:
MAE: 20.57384957628009, MSE: 475.2974281053427, MAPE: 61.73%
Accuracy for Australia and Product 706:
MAE: 18.054889353995673, MSE: 427.7599329947061, MAPE: 58.25%
Accuracy for Australia and Product 707:
MAE: 21.43243023505396, MSE: 556.7232440372627, MAPE: 56.48%
Accuracy for Australia and Product 708:
MAE: 14.3416266504281, MSE: 266.789529825828, MAPE: 33.63%
Accuracy for Australia and Product 709:
MAE: 10.31680242895916, MSE: 139.86540467122913, MAPE: 25.98%
Accuracy for Australia and Product 710:
MAE: 13.837085869289485, MSE: 292.402725984435, MAPE: 40.11%
Accuracy for Australia and Product 711:
MAE: 9.199177332214363, MSE: 108.29633443506388, MAPE: 20.21%
Accuracy for Australia and Product 712:
MAE: 18.616537945335473, MSE: 536.1047878887802, MAPE: 55.60%
Accuracy for Australia and Product 713:
MAE: 16.434310697933416, MSE: 423.31119050805563, MAPE: 49.13%
Accuracy for Australia and Product 714:
MAE: 9.002828469026062, MSE: 136.87846429893995, MAPE: 19.58%
Accuracy for Australia and Product 715:
MAE: 14.660955886173983, MSE: 289.34172988581196, MAPE: 32.11%
Accuracy for Australia and Product 716:
MAE: 14.155129566324826, MSE: 271.5663585604184, MAPE: 47.82%
Accuracy for Australia and Product 717:
MAE: 15.884246079347147, MSE: 368.80102855049955, MAPE: 51.93%
Accuracy for Australia and Product 718:
MAE: 11.056469040819113, MSE: 210.22546039858767, MAPE: 28.31%
Accuracy for Australia and Product 719:
MAE: 14.170428859309999, MSE: 244.28392448115724, MAPE: 43.53%
Accuracy for Australia and Product 720:
MAE: 11.438383953324218, MSE: 217.7543548953222, MAPE: 58.44%
Accuracy for Australia and Product 721:
MAE: 5.063671380438025, MSE: 35.636852668078994, MAPE: 18.22%
Accuracy for Australia and Product 722:
MAE: 7.590675296120246, MSE: 72.05738419249084, MAPE: 18.17%
Accuracy for Australia and Product 723:
MAE: 7.741800294348778, MSE: 72.52105633810278, MAPE: 25.09%
Accuracy for Australia and Product 724:
MAE: 17.65411113666695, MSE: 398.06972113123777, MAPE: 76.50%
Accuracy for Australia and Product 725:
MAE: 10.300028499360556, MSE: 148.33012540931242, MAPE: 26.43%
Accuracy for Australia and Product 726:
MAE: 11.85672588648324, MSE: 263.2112303029406, MAPE: 34.55%
Accuracy for Australia and Product 727:
MAE: 3.9389061501619667, MSE: 18.564094289551306, MAPE: 11.14%
Accuracy for Australia and Product 728:
MAE: 12.556494746815362, MSE: 328.87815675271935, MAPE: 43.34%
Accuracy for Australia and Product 729:
MAE: 14.031249088908572, MSE: 336.78278315784274, MAPE: 59.46%
Accuracy for Australia and Product 730:
MAE: 14.027899125062302, MSE: 211.26526418916347, MAPE: 45.58%
Accuracy for Australia and Product 731:
MAE: 14.857423417544013, MSE: 408.81655478459845, MAPE: 27.05%
Accuracy for Australia and Product 732:
MAE: 6.755490801186594, MSE: 69.66389081870983, MAPE: 21.88%
Accuracy for Australia and Product 733:
MAE: 8.957296742493318, MSE: 208.58051169384635, MAPE: 17.75%
Accuracy for Australia and Product 734:
MAE: 10.10070617073073, MSE: 122.0606072810184, MAPE: 26.55%
Accuracy for Australia and Product 735:
MAE: 13.066940440715843, MSE: 260.0178853069872, MAPE: 55.97%
Accuracy for Australia and Product 736:
MAE: 18.58805049142778, MSE: 442.0957087464416, MAPE: 49.78%
Accuracy for Australia and Product 737:
MAE: 11.432757967535684, MSE: 253.39022772892585, MAPE: 17.31%
Accuracy for Australia and Product 738:
MAE: 12.233337998435061, MSE: 216.2010088453526, MAPE: 32.23%
Accuracy for Australia and Product 739:
MAE: 20.136180903530736, MSE: 553.3798715702779, MAPE: 54.55%
Accuracy for Australia and Product 740:
MAE: 13.810086584932094, MSE: 211.51146064631604, MAPE: 62.99%
Accuracy for Australia and Product 741:
MAE: 19.13288705902339, MSE: 537.6801154883634, MAPE: 72.18%
Accuracy for Australia and Product 742:
MAE: 18.663089565332207, MSE: 443.39682119622586, MAPE: 53.76%
Accuracy for Australia and Product 743:
MAE: 8.641716414488169, MSE: 83.13143353591087, MAPE: 23.79%
Accuracy for Australia and Product 744:
MAE: 17.177554447644713, MSE: 420.3668290272687, MAPE: 52.79%
Accuracy for Australia and Product 745:
MAE: 19.353228478030584, MSE: 530.8495974185473, MAPE: 45.59%
Accuracy for Australia and Product 746:
MAE: 19.080608480386644, MSE: 469.2989589457193, MAPE: 65.53%
Accuracy for Australia and Product 747:
MAE: 16.4239604961244, MSE: 435.941603350729, MAPE: 32.24%
Accuracy for Australia and Product 748:
MAE: 23.02403072776869, MSE: 770.4239714548441, MAPE: 43.11%
Accuracy for Australia and Product 749:
MAE: 15.723533473491482, MSE: 377.8303781966076, MAPE: 170.29%
Accuracy for Australia and Product 750:
MAE: 9.816603010092804, MSE: 111.76378702086063, MAPE: 23.85%
Accuracy for Australia and Product 751:
MAE: 12.732763033774608, MSE: 219.8515204054018, MAPE: 47.16%
Accuracy for Australia and Product 752:
MAE: 14.040836578089905, MSE: 213.85471643603424, MAPE: 68.00%
Accuracy for Australia and Product 753:
MAE: 18.871810626738053, MSE: 574.2695258148512, MAPE: 98.40%
Accuracy for Australia and Product 754:
MAE: 17.739953094310874, MSE: 430.53970461428787, MAPE: 40.27%
Accuracy for Australia and Product 755:
MAE: 13.85552632635887, MSE: 406.59132004577515, MAPE: 668.24%
Accuracy for Australia and Product 756:
MAE: 17.13810444125871, MSE: 346.44529253580464, MAPE: 45.05%
Accuracy for Australia and Product 757:
MAE: 14.581813189208003, MSE: 340.60987825494084, MAPE: 55.39%
Accuracy for Australia and Product 758:
MAE: 13.593861737353773, MSE: 251.44234796791744, MAPE: 67.12%
Accuracy for Australia and Product 759:
MAE: 6.620031296735031, MSE: 73.51918860878243, MAPE: 12.44%
Accuracy for Australia and Product 760:
MAE: 19.976931973879385, MSE: 762.2835616115415, MAPE: 84.38%
Accuracy for Australia and Product 761:
MAE: 22.28793625179773, MSE: 536.0886293615557, MAPE: 51.83%
Accuracy for Australia and Product 762:
MAE: 9.027694170979515, MSE: 154.36599901506082, MAPE: 30.59%
Accuracy for Australia and Product 763:
MAE: 12.935333609450021, MSE: 207.5216177825376, MAPE: 30.89%
Accuracy for Australia and Product 764:
MAE: 19.24033101092862, MSE: 497.633300093729, MAPE: 60.55%
Accuracy for Australia and Product 765:
MAE: 13.006003687887741, MSE: 227.16201621600038, MAPE: 34.48%
Accuracy for Australia and Product 766:
MAE: 12.48137794762624, MSE: 216.02917390341668, MAPE: 29.24%
Accuracy for Australia and Product 767:
MAE: 8.528310639505865, MSE: 91.68824019694266, MAPE: 27.09%
Accuracy for Australia and Product 768:
MAE: 12.626571891154999, MSE: 215.23376430496015, MAPE: 96.29%
Accuracy for Australia and Product 769:
MAE: 8.280787385563427, MSE: 179.33221610497043, MAPE: 33.81%
Accuracy for Australia and Product 770:
MAE: 13.882453750870445, MSE: 225.5602635309293, MAPE: 36.33%
Accuracy for Australia and Product 771:
MAE: 12.427315077657834, MSE: 287.1310614481947, MAPE: 56.60%
Accuracy for Australia and Product 772:
MAE: 13.8966579642503, MSE: 299.72729059159434, MAPE: 42.19%
Accuracy for Australia and Product 773:
MAE: 9.655794792869823, MSE: 146.85422441222067, MAPE: 21.35%
Accuracy for Australia and Product 774:
MAE: 20.08085414652351, MSE: 481.2598897317456, MAPE: 58.18%
Accuracy for Australia and Product 775:
MAE: 12.226966965539987, MSE: 165.82323913662316, MAPE: 38.99%
Accuracy for Australia and Product 776:
MAE: 21.14046087809636, MSE: 558.2961041033077, MAPE: 119.67%
Accuracy for Australia and Product 777:
MAE: 17.03662654424431, MSE: 378.4292908032372, MAPE: 47.35%
Accuracy for Australia and Product 778:
MAE: 12.387896066070027, MSE: 253.76802976708527, MAPE: 38.31%
Accuracy for Australia and Product 779:
MAE: 11.836884925961273, MSE: 184.64911367791416, MAPE: 30.76%
Accuracy for Australia and Product 780:
MAE: 16.721912498257705, MSE: 330.463723243441, MAPE: 37.54%
Accuracy for Australia and Product 781:
MAE: 12.303248340125723, MSE: 262.67828657713164, MAPE: 23.95%
Accuracy for Australia and Product 782:
MAE: 14.929476767368618, MSE: 253.81862270093717, MAPE: 49.90%
Accuracy for Australia and Product 783:
MAE: 15.334366602103454, MSE: 326.8676896460769, MAPE: 47.24%
Accuracy for Australia and Product 784:
MAE: 9.942532945721863, MSE: 128.63022489710576, MAPE: 25.15%
Accuracy for Australia and Product 785:
MAE: 13.91634468390744, MSE: 311.8616534188097, MAPE: 54.57%
Accuracy for Australia and Product 786:
MAE: 19.561138977624957, MSE: 431.3592309297921, MAPE: 89.67%
Accuracy for Australia and Product 787:
MAE: 16.276846666105932, MSE: 326.26265742935095, MAPE: 63.99%
Accuracy for Australia and Product 788:
MAE: 18.254001996284433, MSE: 574.5117713129566, MAPE: 38.19%
Accuracy for Australia and Product 789:
MAE: 14.951358851855446, MSE: 277.78535227931354, MAPE: 40.57%
Accuracy for Australia and Product 790:
MAE: 5.309912938053314, MSE: 45.4307363317199, MAPE: 22.29%
Accuracy for Australia and Product 791:
MAE: 22.05227389703567, MSE: 570.5723491400006, MAPE: 193.08%
Accuracy for Australia and Product 792:
MAE: 12.39328659254316, MSE: 258.76982282985483, MAPE: 84.66%
Accuracy for Australia and Product 793:
MAE: 15.4396204484058, MSE: 282.13267376756346, MAPE: 42.99%
Accuracy for Australia and Product 794:
MAE: 13.810604971743032, MSE: 251.24682042975843, MAPE: 56.18%
Accuracy for Australia and Product 795:
MAE: 15.450022233008585, MSE: 279.70409659260497, MAPE: 40.99%
Accuracy for Australia and Product 796:
MAE: 15.949795560065667, MSE: 292.4674356861885, MAPE: 54.57%
Accuracy for Australia and Product 797:
MAE: 12.62248542765289, MSE: 212.33642985620153, MAPE: 45.29%
Accuracy for Australia and Product 798:
MAE: 8.398040955871775, MSE: 110.32721807881077, MAPE: 33.79%
Accuracy for Australia and Product 799:
MAE: 7.70320371520032, MSE: 88.5941360268356, MAPE: 21.51%
Accuracy for Australia and Product 800:
MAE: 16.143992964158947, MSE: 343.02539822530684, MAPE: 62.46%
Accuracy for Australia and Product 801:
MAE: 17.889301776608512, MSE: 435.4690590004043, MAPE: 85.27%
Accuracy for Australia and Product 802:
MAE: 11.488752245299448, MSE: 141.43120584271188, MAPE: 33.54%
Accuracy for Australia and Product 803:
MAE: 6.681861184333201, MSE: 60.46393259175328, MAPE: 30.53%
Accuracy for Australia and Product 804:
MAE: 6.1747843047692825, MSE: 116.97907572059103, MAPE: 29.99%
Accuracy for Australia and Product 805:
MAE: 16.492989865554797, MSE: 451.04162277209497, MAPE: 60.56%
Accuracy for Australia and Product 806:
MAE: 10.811834371647642, MSE: 176.9640434298239, MAPE: 39.62%
Accuracy for Australia and Product 807:
MAE: 10.568380952110548, MSE: 122.56450137552906, MAPE: 56.25%
Accuracy for Australia and Product 808:
MAE: 12.431902824335712, MSE: 279.80140724569304, MAPE: 32.49%
Accuracy for Australia and Product 809:
MAE: 12.850476329435804, MSE: 229.88071323483874, MAPE: 31.34%
Accuracy for Australia and Product 810:
MAE: 9.562565647688439, MSE: 127.357407900056, MAPE: 31.22%
Accuracy for Australia and Product 811:
MAE: 7.252059279692442, MSE: 81.21167656921794, MAPE: 16.14%
Accuracy for Australia and Product 812:
MAE: 15.920010875207362, MSE: 391.31731869964733, MAPE: 66.07%
Accuracy for Australia and Product 813:
MAE: 5.364186725273814, MSE: 36.75942855840361, MAPE: 10.60%
Accuracy for Australia and Product 814:
MAE: 10.456407132428575, MSE: 144.19286837923522, MAPE: 36.84%
Accuracy for Australia and Product 815:
MAE: 16.201342375599456, MSE: 410.04271467734645, MAPE: 87.29%
Accuracy for Australia and Product 816:
MAE: 10.08299523027237, MSE: 118.36912863119014, MAPE: 23.40%
Accuracy for Australia and Product 817:
MAE: 18.76871181972666, MSE: 433.85873637532933, MAPE: 59.61%
Accuracy for Australia and Product 818:
MAE: 8.502749205508815, MSE: 90.80886346041787, MAPE: 44.14%
Accuracy for Australia and Product 819:
MAE: 9.468839981744498, MSE: 197.4357242769774, MAPE: 32.78%
Accuracy for Australia and Product 820:
MAE: 13.758456088161967, MSE: 314.62133869697004, MAPE: 62.27%
Accuracy for Australia and Product 821:
MAE: 13.335915406447322, MSE: 263.44637797526696, MAPE: 40.86%
Accuracy for Australia and Product 822:
MAE: 12.80459383683666, MSE: 309.0741118886225, MAPE: 24.56%
Accuracy for Australia and Product 823:
MAE: 17.70911677208833, MSE: 429.57024560630805, MAPE: 39.71%
Accuracy for Australia and Product 824:
MAE: 9.286504918041558, MSE: 135.4553129482545, MAPE: 21.31%
Accuracy for Australia and Product 825:
MAE: 16.636275421452936, MSE: 380.06456567870913, MAPE: 43.86%
Accuracy for Australia and Product 826:
MAE: 14.465310712451465, MSE: 475.50839366397685, MAPE: 29.56%
Accuracy for Australia and Product 827:
MAE: 19.51836781698771, MSE: 452.33431311255544, MAPE: 43.48%
Accuracy for Australia and Product 828:
MAE: 19.584509737284453, MSE: 822.9189500207871, MAPE: 48.49%
Accuracy for Australia and Product 829:
MAE: 9.37559358259711, MSE: 107.9842202227832, MAPE: 22.43%
Accuracy for Australia and Product 830:
MAE: 14.188911149837088, MSE: 425.28730594803784, MAPE: 25.76%
Accuracy for Australia and Product 831:
MAE: 7.79462708526182, MSE: 88.33269524813207, MAPE: 19.04%
Accuracy for Australia and Product 832:
MAE: 16.076194901211473, MSE: 309.23036737601285, MAPE: 68.46%
Accuracy for Australia and Product 833:
MAE: 11.413324030458757, MSE: 164.73990130676012, MAPE: 52.20%
Accuracy for Australia and Product 834:
MAE: 16.201501802500218, MSE: 364.81540115210163, MAPE: 38.79%
Accuracy for Australia and Product 835:
MAE: 11.464160946786015, MSE: 256.19241414151765, MAPE: 42.66%
Accuracy for Australia and Product 836:
MAE: 14.973473329657526, MSE: 355.44214977039115, MAPE: 24.67%
Accuracy for Australia and Product 837:
MAE: 7.5470835954306805, MSE: 87.71399574555612, MAPE: 27.80%
Accuracy for Australia and Product 838:
MAE: 7.06655412832678, MSE: 95.67890545928232, MAPE: 34.54%
Accuracy for Australia and Product 839:
MAE: 11.547725619090905, MSE: 170.92568062593767, MAPE: 31.98%
Accuracy for Australia and Product 840:
MAE: 11.766425938649547, MSE: 184.14158749928896, MAPE: 28.94%
Accuracy for Australia and Product 841:
MAE: 12.664992438358727, MSE: 186.12246807276887, MAPE: 55.15%
Accuracy for Australia and Product 842:
MAE: 12.3614212362294, MSE: 230.13361884092848, MAPE: 35.20%
Accuracy for Australia and Product 843:
MAE: 6.431940072333329, MSE: 50.703128694431975, MAPE: 18.23%
Accuracy for Australia and Product 844:
MAE: 14.852644004139801, MSE: 229.9197626368992, MAPE: 44.27%
Accuracy for Australia and Product 845:
MAE: 21.272187323354366, MSE: 655.8877253268939, MAPE: 89.72%
Accuracy for Australia and Product 846:
MAE: 21.27805566045165, MSE: 465.6535563858515, MAPE: 70.64%
Accuracy for Australia and Product 847:
MAE: 9.760080309826023, MSE: 104.96832585572542, MAPE: 37.69%
Accuracy for Australia and Product 848:
MAE: 16.942041850466556, MSE: 423.000464454914, MAPE: 46.16%
Accuracy for Australia and Product 849:
MAE: 13.172376089216026, MSE: 253.84227372567585, MAPE: 31.67%
Accuracy for Australia and Product 850:
MAE: 11.534817606183974, MSE: 268.82753856796654, MAPE: 44.05%
Accuracy for Australia and Product 851:
MAE: 12.262010536925546, MSE: 238.7464810330216, MAPE: 31.54%
Accuracy for Australia and Product 852:
MAE: 19.44476692761048, MSE: 414.5217795816441, MAPE: 53.36%
Accuracy for Australia and Product 853:
MAE: 12.217621203932186, MSE: 210.29810020514606, MAPE: 35.51%
Accuracy for Australia and Product 854:
MAE: 17.522242378616482, MSE: 409.2652336836185, MAPE: 35.34%
Accuracy for Australia and Product 855:
MAE: 26.17766684831522, MSE: 766.9874099199957, MAPE: 79.08%
Accuracy for Australia and Product 856:
MAE: 14.310300056527797, MSE: 242.71182257394648, MAPE: 35.44%
Accuracy for Australia and Product 857:
MAE: 4.419712427034014, MSE: 30.167782151894603, MAPE: 10.18%
Accuracy for Australia and Product 858:
MAE: 12.524501639086337, MSE: 197.30805453149452, MAPE: 32.11%
Accuracy for Australia and Product 859:
MAE: 10.692134351334348, MSE: 208.17389107748244, MAPE: 48.51%
Accuracy for Australia and Product 860:
MAE: 13.956535855084809, MSE: 300.7692362678877, MAPE: 41.08%
Accuracy for Australia and Product 861:
MAE: 13.257033238798574, MSE: 289.95515990126177, MAPE: 51.06%
Accuracy for Australia and Product 862:
MAE: 6.799446258278863, MSE: 59.70361827541966, MAPE: 21.25%
Accuracy for Australia and Product 863:
MAE: 24.443712508070163, MSE: 638.6122695808981, MAPE: 57.31%
Accuracy for Australia and Product 864:
MAE: 18.785600947460225, MSE: 429.83159223937344, MAPE: 62.58%
Accuracy for Australia and Product 865:
MAE: 17.021350338926034, MSE: 404.66731892797634, MAPE: 89.63%
Accuracy for Australia and Product 866:
MAE: 9.792736817488644, MSE: 148.70503855971572, MAPE: 36.24%
Accuracy for Australia and Product 867:
MAE: 8.691098131298922, MSE: 161.7082108874123, MAPE: 25.07%
Accuracy for Australia and Product 868:
MAE: 16.70672942981404, MSE: 327.138516477036, MAPE: 65.10%
Accuracy for Australia and Product 869:
MAE: 10.902782467659053, MSE: 179.07177132879346, MAPE: 26.42%
Accuracy for Australia and Product 870:
MAE: 13.640415291783464, MSE: 284.42983152402684, MAPE: 77.29%
Accuracy for Australia and Product 871:
MAE: 10.566665585168558, MSE: 186.95939223024146, MAPE: 25.24%
Accuracy for Australia and Product 872:
MAE: 16.09882770997386, MSE: 344.8894771985696, MAPE: 36.12%
Accuracy for Australia and Product 873:
MAE: 16.689420753007767, MSE: 369.0833592961391, MAPE: 42.68%
Accuracy for Australia and Product 874:
MAE: 8.947138344978834, MSE: 217.4646072752274, MAPE: 20.62%
Accuracy for Australia and Product 875:
MAE: 10.614085115131385, MSE: 267.9146735905649, MAPE: 184.40%
Accuracy for Australia and Product 876:
MAE: 15.989954276605138, MSE: 276.01361308630754, MAPE: 35.64%
Accuracy for Australia and Product 877:
MAE: 15.980306075353315, MSE: 361.06532701517784, MAPE: 38.45%
Accuracy for Australia and Product 878:
MAE: 10.489010444675523, MSE: 158.22690398988374, MAPE: 38.60%
Accuracy for Australia and Product 879:
MAE: 6.459482753341942, MSE: 82.72260867294389, MAPE: 13.59%
Accuracy for Australia and Product 880:
MAE: 17.296899241222924, MSE: 396.8035543472676, MAPE: 44.52%
Accuracy for Australia and Product 881:
MAE: 18.180327679453256, MSE: 475.6578193503249, MAPE: 57.77%
Accuracy for Australia and Product 882:
MAE: 17.75398100086108, MSE: 407.6968702875059, MAPE: 73.21%
Accuracy for Australia and Product 883:
MAE: 12.062320666882266, MSE: 188.2458991782356, MAPE: 32.48%
Accuracy for Australia and Product 884:
MAE: 11.778608803862436, MSE: 150.80315050925606, MAPE: 50.02%
Accuracy for Australia and Product 885:
MAE: 14.695468454643528, MSE: 305.4081883438736, MAPE: 25.61%
Accuracy for Australia and Product 886:
MAE: 9.244651556091496, MSE: 116.96560375820737, MAPE: 28.67%
Accuracy for Australia and Product 887:
MAE: 16.023385402317295, MSE: 344.2098683730737, MAPE: 152.46%
Accuracy for Australia and Product 888:
MAE: 21.319414329886293, MSE: 614.7362820942427, MAPE: 74.48%
Accuracy for Australia and Product 889:
MAE: 11.776346844725847, MSE: 200.77510883237693, MAPE: 25.56%
Accuracy for Australia and Product 890:
MAE: 16.60405355092219, MSE: 615.3908298899627, MAPE: 66.76%
Accuracy for Australia and Product 891:
MAE: 12.853975492542776, MSE: 322.42549016651884, MAPE: 145.90%
Accuracy for Australia and Product 892:
MAE: 10.932038224952986, MSE: 167.07047927793369, MAPE: 22.96%
Accuracy for Australia and Product 893:
MAE: 10.51702536416319, MSE: 181.37459185866788, MAPE: 22.43%
Accuracy for Australia and Product 894:
MAE: 12.288209871116122, MSE: 200.0839470349935, MAPE: 48.33%
Accuracy for Australia and Product 895:
MAE: 11.393187000056978, MSE: 258.8012355729444, MAPE: 23.94%
Accuracy for Australia and Product 896:
MAE: 13.299954523637183, MSE: 225.6219097916759, MAPE: 49.46%
Accuracy for Australia and Product 897:
MAE: 18.193256967274475, MSE: 421.8661682269241, MAPE: 59.65%
Accuracy for Australia and Product 898:
MAE: 9.295099820318047, MSE: 106.81568470195222, MAPE: 30.20%
Accuracy for Australia and Product 899:
MAE: 10.45135931017995, MSE: 126.30487819297028, MAPE: 31.01%
Accuracy for Australia and Product 900:
MAE: 13.457990075958723, MSE: 278.7765670488252, MAPE: 41.56%
Accuracy for Australia and Product 901:
MAE: 19.388150912137654, MSE: 525.1334437961432, MAPE: 60.78%
Accuracy for Australia and Product 902:
MAE: 14.72158405948672, MSE: 273.7427706630584, MAPE: 50.63%
Accuracy for Australia and Product 903:
MAE: 11.892081880023364, MSE: 201.50972604057478, MAPE: 58.11%
Accuracy for Australia and Product 904:
MAE: 5.74006229528585, MSE: 39.86917190842437, MAPE: 13.90%
Accuracy for Australia and Product 905:
MAE: 7.562943733246334, MSE: 91.91140658380252, MAPE: 32.34%
Accuracy for Australia and Product 906:
MAE: 12.007398395973626, MSE: 216.81014154591963, MAPE: 74.13%
Accuracy for Australia and Product 907:
MAE: 17.633955790821567, MSE: 349.31332526746303, MAPE: 85.61%
Accuracy for Australia and Product 908:
MAE: 16.74329309653165, MSE: 326.40740238661704, MAPE: 95.60%
Accuracy for Australia and Product 909:
MAE: 12.313431890339348, MSE: 175.01143791421387, MAPE: 32.05%
Accuracy for Australia and Product 910:
MAE: 15.40409029703651, MSE: 281.2823917435712, MAPE: 38.13%
Accuracy for Australia and Product 911:
MAE: 12.10868253214636, MSE: 291.5178717075097, MAPE: 25.22%
Accuracy for Australia and Product 912:
MAE: 9.726190036807857, MSE: 139.9562748761033, MAPE: 30.14%
Accuracy for Australia and Product 913:
MAE: 10.20306380467564, MSE: 159.61340604146048, MAPE: 23.33%
Accuracy for Australia and Product 914:
MAE: 9.621578223594884, MSE: 163.51244092815455, MAPE: 20.14%
Accuracy for Australia and Product 915:
MAE: 12.458750342776991, MSE: 225.554814359082, MAPE: 29.86%
Accuracy for Australia and Product 916:
MAE: 19.03464728618072, MSE: 431.28462671503775, MAPE: 84.22%
Accuracy for Australia and Product 917:
MAE: 7.580411258609348, MSE: 110.50214394617213, MAPE: 17.11%
Accuracy for Australia and Product 918:
MAE: 21.5476770315255, MSE: 569.2757677263013, MAPE: 99.20%
Accuracy for Australia and Product 919:
MAE: 17.428410496931104, MSE: 383.3343390258727, MAPE: 38.88%
Accuracy for Australia and Product 920:
MAE: 9.49124937270426, MSE: 136.29895547495383, MAPE: 23.93%
Accuracy for Australia and Product 921:
MAE: 14.878661494618248, MSE: 327.0161776857333, MAPE: 38.62%
Accuracy for Australia and Product 922:
MAE: 6.669307863089888, MSE: 74.06178913034343, MAPE: 19.50%
Accuracy for Australia and Product 923:
MAE: 18.86539706807485, MSE: 486.81085873510517, MAPE: 79.57%
Accuracy for Australia and Product 924:
MAE: 13.803526622757904, MSE: 219.76768646429704, MAPE: 41.48%
Accuracy for Australia and Product 925:
MAE: 8.690744205758836, MSE: 152.66196341362033, MAPE: 21.84%
Accuracy for Australia and Product 926:
MAE: 10.972931633275062, MSE: 248.8778993226997, MAPE: 25.69%
Accuracy for Australia and Product 927:
MAE: 13.675695350915328, MSE: 248.72541781870208, MAPE: 52.93%
Accuracy for Australia and Product 928:
MAE: 12.876099142126458, MSE: 203.2740104212331, MAPE: 25.14%
Accuracy for Australia and Product 929:
MAE: 6.243566407181655, MSE: 70.13651478931209, MAPE: 15.12%
Accuracy for Australia and Product 930:
MAE: 15.000569676444997, MSE: 411.67531708635545, MAPE: 34.29%
Accuracy for Australia and Product 931:
MAE: 10.987947629987003, MSE: 257.117216980508, MAPE: 24.77%
Accuracy for Australia and Product 932:
MAE: 15.811187758986204, MSE: 322.2562359418737, MAPE: 35.95%
Accuracy for Australia and Product 933:
MAE: 15.645132447152795, MSE: 309.58327464007755, MAPE: 91.15%
Accuracy for Australia and Product 934:
MAE: 15.52577050826503, MSE: 295.99391174552545, MAPE: 40.37%
Accuracy for Australia and Product 935:
MAE: 6.214004789949551, MSE: 73.0390911912896, MAPE: 22.72%
Accuracy for Australia and Product 936:
MAE: 19.78109080106869, MSE: 754.6974382570615, MAPE: 30.74%
Accuracy for Australia and Product 937:
MAE: 10.137164328507188, MSE: 153.84850884270412, MAPE: 26.76%
Accuracy for Australia and Product 938:
MAE: 10.172268840367485, MSE: 234.12218369572435, MAPE: 19.86%
Accuracy for Australia and Product 939:
MAE: 13.621487558852044, MSE: 300.9054823331674, MAPE: 78.04%
Accuracy for Australia and Product 940:
MAE: 8.608624129580425, MSE: 126.35389668767134, MAPE: 24.67%
Accuracy for Australia and Product 941:
MAE: 14.351878895866031, MSE: 225.4105711558572, MAPE: 46.80%
Accuracy for Australia and Product 942:
MAE: 10.670887010037024, MSE: 185.1317802754297, MAPE: 17.96%
Accuracy for Australia and Product 943:
MAE: 19.994446520453245, MSE: 460.29704573234886, MAPE: 114.87%
Accuracy for Australia and Product 944:
MAE: 14.530268947934326, MSE: 314.425336264735, MAPE: 59.08%
Accuracy for Australia and Product 945:
MAE: 11.113519189569454, MSE: 150.03029489558088, MAPE: 33.14%
Accuracy for Australia and Product 946:
MAE: 9.659946766404042, MSE: 114.43911570039083, MAPE: 29.25%
Accuracy for Australia and Product 947:
MAE: 19.82089697122365, MSE: 478.5089523339446, MAPE: 58.44%
Accuracy for Australia and Product 948:
MAE: 18.356065518270935, MSE: 369.64080547430586, MAPE: 58.29%
Accuracy for Australia and Product 949:
MAE: 11.05278224073644, MSE: 233.43300853832108, MAPE: 38.85%
Accuracy for Australia and Product 950:
MAE: 19.267223155982215, MSE: 533.1584128846192, MAPE: 59.89%
Accuracy for Australia and Product 951:
MAE: 10.449562351295235, MSE: 155.4679214215993, MAPE: 29.99%
Accuracy for Australia and Product 952:
MAE: 14.477130611971074, MSE: 302.59737267579993, MAPE: 127.81%
Accuracy for Australia and Product 953:
MAE: 17.298853648576983, MSE: 374.20951880209185, MAPE: 37.32%
Accuracy for Australia and Product 954:
MAE: 10.53199663779534, MSE: 147.41332473062647, MAPE: 35.52%
Accuracy for Australia and Product 955:
MAE: 6.694609436424011, MSE: 59.579911556282624, MAPE: 18.29%
Accuracy for Australia and Product 956:
MAE: 9.113347553172876, MSE: 116.65369229531063, MAPE: 28.14%
Accuracy for Australia and Product 957:
MAE: 12.104760744716206, MSE: 176.12327645204687, MAPE: 40.89%
Accuracy for Australia and Product 958:
MAE: 12.772172516384893, MSE: 237.65731438006324, MAPE: 59.86%
Accuracy for Australia and Product 959:
MAE: 4.002997030628967, MSE: 19.686802193746114, MAPE: 8.95%
Accuracy for Australia and Product 960:
MAE: 5.284623120202738, MSE: 47.44025453839954, MAPE: 15.18%
Accuracy for Australia and Product 961:
MAE: 11.77992033358734, MSE: 186.8532331859175, MAPE: 36.90%
Accuracy for Australia and Product 962:
MAE: 18.047879047719878, MSE: 407.48056481914955, MAPE: 55.91%
Accuracy for Australia and Product 963:
MAE: 12.491511441872706, MSE: 310.04306731961384, MAPE: 43.89%
Accuracy for Australia and Product 964:
MAE: 10.80072288414279, MSE: 191.27121695086893, MAPE: 29.27%
Accuracy for Australia and Product 965:
MAE: 9.117855491385402, MSE: 150.3559389774153, MAPE: 43.08%
Accuracy for Australia and Product 966:
MAE: 18.650550690019248, MSE: 501.20528969209573, MAPE: 67.17%
Accuracy for Australia and Product 967:
MAE: 20.048951644433792, MSE: 490.516338961978, MAPE: 58.76%
Accuracy for Australia and Product 968:
MAE: 9.724074947957083, MSE: 127.64857673941462, MAPE: 36.53%
Accuracy for Australia and Product 969:
MAE: 17.240471885028068, MSE: 429.2989628564684, MAPE: 38.76%
Accuracy for Australia and Product 970:
MAE: 8.193539105231583, MSE: 155.61870223922443, MAPE: 18.03%
Accuracy for Australia and Product 971:
MAE: 10.708067268812318, MSE: 162.616905201958, MAPE: 27.07%
Accuracy for Australia and Product 972:
MAE: 10.161642198185879, MSE: 173.86977832104682, MAPE: 41.51%
Accuracy for Australia and Product 973:
MAE: 6.253557985210395, MSE: 87.55452103762309, MAPE: 11.48%
Accuracy for Australia and Product 974:
MAE: 19.750534019839044, MSE: 805.8691810433966, MAPE: 94.56%
Accuracy for Australia and Product 975:
MAE: 13.862861608402278, MSE: 236.596914860003, MAPE: 39.44%
Accuracy for Australia and Product 976:
MAE: 12.752749389915309, MSE: 232.53995453094882, MAPE: 92.04%
Accuracy for Australia and Product 977:
MAE: 11.908058359990445, MSE: 179.70464568994552, MAPE: 28.14%
Accuracy for Australia and Product 978:
MAE: 14.27011271223933, MSE: 316.13381644343616, MAPE: 37.25%
Accuracy for Australia and Product 979:
MAE: 9.787616923282844, MSE: 242.7678821292083, MAPE: 19.15%
Accuracy for Australia and Product 980:
MAE: 11.162232594068824, MSE: 161.17046479495997, MAPE: 57.49%
Accuracy for Australia and Product 981:
MAE: 7.62919228706829, MSE: 118.71137957013175, MAPE: 19.24%
Accuracy for Australia and Product 982:
MAE: 11.93444581273241, MSE: 158.75234480710168, MAPE: 40.49%
Accuracy for Australia and Product 983:
MAE: 13.484086219765237, MSE: 249.37943770140387, MAPE: 57.31%
Accuracy for Australia and Product 984:
MAE: 15.912815845879361, MSE: 365.2533315936427, MAPE: 54.27%
Accuracy for Australia and Product 985:
MAE: 14.043193379742126, MSE: 245.5538659727622, MAPE: 51.99%
Accuracy for Australia and Product 986:
MAE: 10.313372796422094, MSE: 144.2531124761726, MAPE: 39.17%
Accuracy for Australia and Product 987:
MAE: 9.197352167436392, MSE: 117.95797096455499, MAPE: 21.59%
Accuracy for Australia and Product 988:
MAE: 11.278874925268235, MSE: 140.8294102900548, MAPE: 27.57%
Accuracy for Australia and Product 989:
MAE: 9.271978025751306, MSE: 129.36452852455744, MAPE: 22.32%
Accuracy for Australia and Product 990:
MAE: 17.971779193566086, MSE: 409.544191577811, MAPE: 60.31%
Accuracy for Australia and Product 991:
MAE: 7.5536626521653005, MSE: 91.13185673348596, MAPE: 25.34%
Accuracy for Australia and Product 992:
MAE: 11.583177619248334, MSE: 175.50372073718083, MAPE: 33.71%
Accuracy for Australia and Product 993:
MAE: 12.101819041873933, MSE: 187.83440296726576, MAPE: 44.14%
Accuracy for Australia and Product 994:
MAE: 10.244125079212221, MSE: 135.9902118105959, MAPE: 20.35%
Accuracy for Australia and Product 995:
MAE: 15.118904327539042, MSE: 372.9735978459616, MAPE: 48.42%
Accuracy for Australia and Product 996:
MAE: 6.854273210154005, MSE: 96.87963064533683, MAPE: 30.41%
Accuracy for Australia and Product 997:
MAE: 13.979924871166308, MSE: 220.34020891153045, MAPE: 42.34%
Accuracy for Australia and Product 998:
MAE: 13.929086049693655, MSE: 252.1838525914164, MAPE: 42.43%
Accuracy for Australia and Product 999:
MAE: 13.270612027312882, MSE: 226.62761591626798, MAPE: 44.21%
Accuracy for Europe and Product 100:
MAE: 13.562984598059256, MSE: 267.615416480421, MAPE: 33.86%
Accuracy for Europe and Product 101:
MAE: 11.13273930960849, MSE: 178.5777353624488, MAPE: 30.54%
Accuracy for Europe and Product 102:
MAE: 18.016960571149447, MSE: 489.1712197335613, MAPE: 96.54%
Accuracy for Europe and Product 103:
MAE: 19.7316229417924, MSE: 582.6958347846576, MAPE: 181.28%
Accuracy for Europe and Product 104:
MAE: 8.814019334111913, MSE: 124.38995310094438, MAPE: 31.27%
Accuracy for Europe and Product 105:
MAE: 13.727843924739199, MSE: 211.7718473828716, MAPE: 57.90%
Accuracy for Europe and Product 106:
MAE: 15.852838888420582, MSE: 310.37694708223745, MAPE: 41.68%
Accuracy for Europe and Product 107:
MAE: 7.752797856214519, MSE: 81.90178678996871, MAPE: 22.45%
Accuracy for Europe and Product 108:
MAE: 7.677905652920498, MSE: 70.85480655053527, MAPE: 22.04%
Accuracy for Europe and Product 109:
MAE: 6.476346371903522, MSE: 69.69580183540305, MAPE: 12.34%
Accuracy for Europe and Product 110:
MAE: 8.662260521699686, MSE: 80.47893542776615, MAPE: 20.33%
Accuracy for Europe and Product 111:
MAE: 8.504738320981152, MSE: 109.02834212800065, MAPE: 31.90%
Accuracy for Europe and Product 112:
MAE: 20.538017284469625, MSE: 769.4441128727482, MAPE: 38.55%
Accuracy for Europe and Product 113:
MAE: 10.036425478205995, MSE: 173.73906809348082, MAPE: 23.00%
Accuracy for Europe and Product 114:
MAE: 6.770357872658653, MSE: 61.39828727346114, MAPE: 15.23%
Accuracy for Europe and Product 115:
MAE: 14.351520414734527, MSE: 286.6515825064006, MAPE: 52.50%
Accuracy for Europe and Product 116:
MAE: 16.65135760573028, MSE: 392.3135551355933, MAPE: 45.29%
Accuracy for Europe and Product 117:
MAE: 14.451248774291454, MSE: 422.5459827886405, MAPE: 23.87%
Accuracy for Europe and Product 118:
MAE: 12.400064110059024, MSE: 226.80376059413788, MAPE: 31.70%
Accuracy for Europe and Product 119:
MAE: 10.56185625643154, MSE: 133.02296348027647, MAPE: 37.54%
Accuracy for Europe and Product 120:
MAE: 12.229040028704011, MSE: 216.08391890234287, MAPE: 29.05%
Accuracy for Europe and Product 121:
MAE: 12.834729622857557, MSE: 204.79890192011527, MAPE: 49.53%
Accuracy for Europe and Product 122:
MAE: 14.234805035967645, MSE: 265.1731374680532, MAPE: 38.97%
Accuracy for Europe and Product 123:
MAE: 13.306741224455047, MSE: 325.3915101597321, MAPE: 30.29%
Accuracy for Europe and Product 124:
MAE: 6.490842011615075, MSE: 55.7451816901034, MAPE: 12.50%
Accuracy for Europe and Product 125:
MAE: 21.515515961419485, MSE: 685.2313508470322, MAPE: 118.22%
Accuracy for Europe and Product 126:
MAE: 16.61768426905865, MSE: 322.133740095214, MAPE: 52.31%
Accuracy for Europe and Product 127:
MAE: 8.408544173726446, MSE: 121.48842182254114, MAPE: 15.41%
Accuracy for Europe and Product 128:
MAE: 8.5553417927114, MSE: 88.90978655829569, MAPE: 27.50%
Accuracy for Europe and Product 129:
MAE: 15.053344656589951, MSE: 289.4077333131922, MAPE: 50.83%
Accuracy for Europe and Product 130:
MAE: 12.229293531241012, MSE: 183.21060360711073, MAPE: 40.68%
Accuracy for Europe and Product 131:
MAE: 9.792705927627974, MSE: 101.90373323881707, MAPE: 27.15%
Accuracy for Europe and Product 132:
MAE: 7.9218658583247334, MSE: 73.55647627145704, MAPE: 19.83%
Accuracy for Europe and Product 133:
MAE: 10.227995083548812, MSE: 166.37996403757833, MAPE: 25.97%
Accuracy for Europe and Product 134:
MAE: 11.473846921304268, MSE: 160.96669098083555, MAPE: 26.29%
Accuracy for Europe and Product 135:
MAE: 18.55760326384244, MSE: 408.9344698159055, MAPE: 45.22%
Accuracy for Europe and Product 136:
MAE: 14.41767797331508, MSE: 298.2244717616641, MAPE: 59.84%
Accuracy for Europe and Product 137:
MAE: 12.078497769019874, MSE: 150.58581781177395, MAPE: 36.70%
Accuracy for Europe and Product 138:
MAE: 11.068027675683945, MSE: 183.36871474732615, MAPE: 29.73%
Accuracy for Europe and Product 139:
MAE: 17.02452282143424, MSE: 481.8379362024083, MAPE: 38.31%
Accuracy for Europe and Product 140:
MAE: 15.470924608890218, MSE: 350.62322549137724, MAPE: 34.34%
Accuracy for Europe and Product 141:
MAE: 17.59661778503868, MSE: 475.28150553929436, MAPE: 47.83%
Accuracy for Europe and Product 142:
MAE: 15.797424658145733, MSE: 344.17048001277755, MAPE: 38.07%
Accuracy for Europe and Product 143:
MAE: 19.201358331460682, MSE: 599.9124845165327, MAPE: 108.00%
Accuracy for Europe and Product 144:
MAE: 8.969205347486243, MSE: 112.68534726927405, MAPE: 36.54%
Accuracy for Europe and Product 145:
MAE: 16.071544720816746, MSE: 339.4247176288866, MAPE: 80.55%
Accuracy for Europe and Product 146:
MAE: 12.280906355226952, MSE: 161.70619917506224, MAPE: 38.06%
Accuracy for Europe and Product 147:
MAE: 9.913289638734698, MSE: 134.68862036239, MAPE: 25.12%
Accuracy for Europe and Product 148:
MAE: 11.53796452241491, MSE: 189.74630239379675, MAPE: 37.26%
Accuracy for Europe and Product 149:
MAE: 14.687095965897186, MSE: 350.6875065882299, MAPE: 81.34%
Accuracy for Europe and Product 150:
MAE: 17.59503635803221, MSE: 477.9822545137962, MAPE: 36.53%
Accuracy for Europe and Product 151:
MAE: 10.294273210241702, MSE: 119.36643369500575, MAPE: 32.38%
Accuracy for Europe and Product 152:
MAE: 8.246053338853875, MSE: 116.08374860470795, MAPE: 22.93%
Accuracy for Europe and Product 153:
MAE: 12.334499012595272, MSE: 222.26803423669367, MAPE: 35.77%
Accuracy for Europe and Product 154:
MAE: 10.568859762492625, MSE: 163.8620792434376, MAPE: 22.73%
Accuracy for Europe and Product 155:
MAE: 7.678075886325277, MSE: 63.78142299137748, MAPE: 23.07%
Accuracy for Europe and Product 156:
MAE: 6.806681127470266, MSE: 52.46849872897161, MAPE: 17.49%
Accuracy for Europe and Product 157:
MAE: 9.570779254601419, MSE: 133.20124613143452, MAPE: 27.12%
Accuracy for Europe and Product 158:
MAE: 20.975678753098872, MSE: 515.0920616075333, MAPE: 107.90%
Accuracy for Europe and Product 159:
MAE: 10.906070868721931, MSE: 161.80751134070124, MAPE: 25.53%
Accuracy for Europe and Product 160:
MAE: 16.257361909727358, MSE: 333.11071251936266, MAPE: 51.70%
Accuracy for Europe and Product 161:
MAE: 9.48589267198524, MSE: 247.1165579512927, MAPE: 25.85%
Accuracy for Europe and Product 162:
MAE: 9.409664189879424, MSE: 152.34655802526225, MAPE: 16.57%
Accuracy for Europe and Product 163:
MAE: 17.182534414384076, MSE: 532.1652476627123, MAPE: 52.49%
Accuracy for Europe and Product 164:
MAE: 7.45972926239129, MSE: 75.97817410758458, MAPE: 23.52%
Accuracy for Europe and Product 165:
MAE: 12.223988562508467, MSE: 251.69097851365996, MAPE: 29.53%
Accuracy for Europe and Product 166:
MAE: 12.265886563234217, MSE: 215.48044613182878, MAPE: 64.67%
Accuracy for Europe and Product 167:
MAE: 12.441858166428966, MSE: 238.58722072597143, MAPE: 65.86%
Accuracy for Europe and Product 168:
MAE: 13.060295634352332, MSE: 272.4712043320295, MAPE: 36.35%
Accuracy for Europe and Product 169:
MAE: 14.13425319501962, MSE: 318.9147158264781, MAPE: 37.83%
Accuracy for Europe and Product 170:
MAE: 15.35480147847773, MSE: 300.25660845706426, MAPE: 34.89%
Accuracy for Europe and Product 171:
MAE: 13.199542175220353, MSE: 253.97643865224057, MAPE: 46.31%
Accuracy for Europe and Product 172:
MAE: 8.728643373622528, MSE: 140.4768104467525, MAPE: 36.21%
Accuracy for Europe and Product 173:
MAE: 11.759026779902998, MSE: 198.73409365703137, MAPE: 34.02%
Accuracy for Europe and Product 174:
MAE: 6.702021951360594, MSE: 54.2448121093109, MAPE: 14.18%
Accuracy for Europe and Product 175:
MAE: 11.41948580869218, MSE: 158.94208155799316, MAPE: 34.34%
Accuracy for Europe and Product 176:
MAE: 14.08404700256662, MSE: 257.035497531708, MAPE: 32.94%
Accuracy for Europe and Product 177:
MAE: 10.370968722869057, MSE: 148.76140441117178, MAPE: 39.52%
Accuracy for Europe and Product 178:
MAE: 14.270716060055713, MSE: 253.24679393069314, MAPE: 45.73%
Accuracy for Europe and Product 179:
MAE: 7.992254277218807, MSE: 104.04915197488785, MAPE: 24.62%
Accuracy for Europe and Product 180:
MAE: 11.689221267917606, MSE: 161.11361364733392, MAPE: 20.55%
Accuracy for Europe and Product 181:
MAE: 15.32904699304579, MSE: 264.9039522200636, MAPE: 36.13%
Accuracy for Europe and Product 182:
MAE: 6.030027471022658, MSE: 65.2216597062415, MAPE: 14.10%
Accuracy for Europe and Product 183:
MAE: 8.356915422326598, MSE: 108.92001714207063, MAPE: 21.13%
Accuracy for Europe and Product 184:
MAE: 17.922158337312197, MSE: 436.1483615125718, MAPE: 52.02%
Accuracy for Europe and Product 185:
MAE: 15.325457466261748, MSE: 307.15799186564266, MAPE: 33.81%
Accuracy for Europe and Product 186:
MAE: 11.17110041643339, MSE: 202.0825194495049, MAPE: 23.89%
Accuracy for Europe and Product 187:
MAE: 20.995852222842, MSE: 549.4514437951207, MAPE: 71.16%
Accuracy for Europe and Product 188:
MAE: 13.82130374953113, MSE: 277.83399917450834, MAPE: 60.83%
Accuracy for Europe and Product 189:
MAE: 16.8104025578338, MSE: 355.358613320776, MAPE: 69.19%
Accuracy for Europe and Product 190:
MAE: 9.930796399480998, MSE: 198.19100868654564, MAPE: 21.85%
Accuracy for Europe and Product 191:
MAE: 13.181745690264714, MSE: 243.5313603724049, MAPE: 39.13%
Accuracy for Europe and Product 192:
MAE: 9.33122393724796, MSE: 142.13078352833273, MAPE: 26.96%
Accuracy for Europe and Product 193:
MAE: 12.99484002603766, MSE: 203.04726731868945, MAPE: 51.84%
Accuracy for Europe and Product 194:
MAE: 25.125548949142804, MSE: 801.5516938784629, MAPE: 73.89%
Accuracy for Europe and Product 195:
MAE: 15.444976066039436, MSE: 304.5682817859648, MAPE: 46.38%
Accuracy for Europe and Product 196:
MAE: 6.089687445883634, MSE: 65.01741662061369, MAPE: 16.23%
Accuracy for Europe and Product 197:
MAE: 14.887866162466434, MSE: 349.47263040152967, MAPE: 61.09%
Accuracy for Europe and Product 198:
MAE: 8.05854107724255, MSE: 98.49378622694458, MAPE: 19.02%
Accuracy for Europe and Product 199:
MAE: 11.393888759208528, MSE: 198.2738168034105, MAPE: 64.67%
Accuracy for Europe and Product 200:
MAE: 9.502982759789004, MSE: 164.3036540414633, MAPE: 41.51%
Accuracy for Europe and Product 201:
MAE: 8.197397569537413, MSE: 103.34565042775918, MAPE: 32.74%
Accuracy for Europe and Product 202:
MAE: 7.695219091990737, MSE: 67.95559446609562, MAPE: 22.47%
Accuracy for Europe and Product 203:
MAE: 17.86549160701121, MSE: 366.09630700525906, MAPE: 46.57%
Accuracy for Europe and Product 204:
MAE: 7.772596743147366, MSE: 101.60785889546672, MAPE: 27.32%
Accuracy for Europe and Product 205:
MAE: 10.984441584354585, MSE: 157.08404056741836, MAPE: 41.28%
Accuracy for Europe and Product 206:
MAE: 19.47989195907919, MSE: 512.2061254237067, MAPE: 38.84%
Accuracy for Europe and Product 207:
MAE: 13.885576746151756, MSE: 259.2445206791578, MAPE: 44.91%
Accuracy for Europe and Product 208:
MAE: 7.46840209205172, MSE: 69.92931166634635, MAPE: 24.90%
Accuracy for Europe and Product 209:
MAE: 13.300387187320144, MSE: 227.54268698203572, MAPE: 50.33%
Accuracy for Europe and Product 210:
MAE: 15.222153623871936, MSE: 301.8169344772403, MAPE: 25.43%
Accuracy for Europe and Product 211:
MAE: 8.95500426318089, MSE: 179.1881106038882, MAPE: 32.35%
Accuracy for Europe and Product 212:
MAE: 11.65222817264057, MSE: 157.03899324353307, MAPE: 30.95%
Accuracy for Europe and Product 213:
MAE: 14.087545824117864, MSE: 236.70356792281436, MAPE: 42.01%
Accuracy for Europe and Product 214:
MAE: 18.53716920295226, MSE: 365.9155462157963, MAPE: 83.37%
Accuracy for Europe and Product 215:
MAE: 14.946041623671452, MSE: 441.2912163669181, MAPE: 26.61%
Accuracy for Europe and Product 216:
MAE: 9.384890496359999, MSE: 117.13387118928613, MAPE: 19.48%
Accuracy for Europe and Product 217:
MAE: 20.938413067854263, MSE: 536.6364216461988, MAPE: 95.55%
Accuracy for Europe and Product 218:
MAE: 15.796250765312474, MSE: 563.13725915296, MAPE: 24.39%
Accuracy for Europe and Product 219:
MAE: 10.43173727929321, MSE: 217.16325066164913, MAPE: 28.35%
Accuracy for Europe and Product 220:
MAE: 6.274059416342267, MSE: 45.63065437372397, MAPE: 13.01%
Accuracy for Europe and Product 221:
MAE: 8.408499505465109, MSE: 163.557378996065, MAPE: 24.75%
Accuracy for Europe and Product 222:
MAE: 16.924722793043692, MSE: 401.6003526600367, MAPE: 92.93%
Accuracy for Europe and Product 223:
MAE: 9.972971762707548, MSE: 134.96297533012367, MAPE: 29.83%
Accuracy for Europe and Product 224:
MAE: 6.208881756112151, MSE: 55.52801111593313, MAPE: 13.70%
Accuracy for Europe and Product 225:
MAE: 5.75173828140363, MSE: 36.18684410696785, MAPE: 18.83%
Accuracy for Europe and Product 226:
MAE: 3.652766161919743, MSE: 18.07124117680447, MAPE: 11.09%
Accuracy for Europe and Product 227:
MAE: 9.198361845457665, MSE: 118.19929715008679, MAPE: 35.33%
Accuracy for Europe and Product 228:
MAE: 17.372159274863627, MSE: 341.0095323926044, MAPE: 35.77%
Accuracy for Europe and Product 229:
MAE: 14.959224408191227, MSE: 324.1476737828883, MAPE: 61.97%
Accuracy for Europe and Product 230:
MAE: 12.176023660589877, MSE: 291.7992859606619, MAPE: 24.71%
Accuracy for Europe and Product 231:
MAE: 8.582277536099838, MSE: 81.52981790456008, MAPE: 23.57%
Accuracy for Europe and Product 232:
MAE: 6.2172229791024884, MSE: 68.23229071152528, MAPE: 16.31%
Accuracy for Europe and Product 233:
MAE: 13.867280555316276, MSE: 310.06085388449014, MAPE: 29.13%
Accuracy for Europe and Product 234:
MAE: 14.724992405133758, MSE: 308.8278592602225, MAPE: 33.17%
Accuracy for Europe and Product 235:
MAE: 10.917605502185951, MSE: 195.28462226609022, MAPE: 188.87%
Accuracy for Europe and Product 236:
MAE: 13.265852141346329, MSE: 203.94537240343337, MAPE: 30.40%
Accuracy for Europe and Product 237:
MAE: 16.697230580726455, MSE: 479.9359931921078, MAPE: 32.36%
Accuracy for Europe and Product 238:
MAE: 15.80837432047752, MSE: 312.29080398072136, MAPE: 38.72%
Accuracy for Europe and Product 239:
MAE: 9.694257884755885, MSE: 143.92204671661725, MAPE: 42.01%
Accuracy for Europe and Product 240:
MAE: 6.106894116882574, MSE: 56.01407793473985, MAPE: 22.39%
Accuracy for Europe and Product 241:
MAE: 7.219630076474035, MSE: 80.08833390216161, MAPE: 20.68%
Accuracy for Europe and Product 242:
MAE: 14.002888361588393, MSE: 296.7961884808571, MAPE: 35.35%
Accuracy for Europe and Product 243:
MAE: 16.675190970836454, MSE: 467.9674219228906, MAPE: 48.17%
Accuracy for Europe and Product 244:
MAE: 12.642022682002763, MSE: 211.32544107081563, MAPE: 26.51%
Accuracy for Europe and Product 245:
MAE: 15.705826135082935, MSE: 290.51669509157466, MAPE: 40.23%
Accuracy for Europe and Product 246:
MAE: 8.021471660698126, MSE: 68.1121253554981, MAPE: 24.82%
Accuracy for Europe and Product 247:
MAE: 10.226922936665545, MSE: 132.56714956895493, MAPE: 23.94%
Accuracy for Europe and Product 248:
MAE: 16.72124928092817, MSE: 342.6878570172859, MAPE: 44.54%
Accuracy for Europe and Product 249:
MAE: 15.240376885078494, MSE: 275.32019068039074, MAPE: 40.30%
Accuracy for Europe and Product 250:
MAE: 9.089777197440982, MSE: 199.69636177486595, MAPE: 19.65%
Accuracy for Europe and Product 251:
MAE: 15.24594855992226, MSE: 352.4867875317601, MAPE: 36.46%
Accuracy for Europe and Product 252:
MAE: 12.784977267964896, MSE: 233.43007191607097, MAPE: 25.76%
Accuracy for Europe and Product 253:
MAE: 11.191753018703558, MSE: 177.79725823806976, MAPE: 21.74%
Accuracy for Europe and Product 254:
MAE: 10.18105256078671, MSE: 160.70079824796932, MAPE: 30.13%
Accuracy for Europe and Product 255:
MAE: 11.372956861656391, MSE: 192.21227052514726, MAPE: 40.65%
Accuracy for Europe and Product 256:
MAE: 15.875513582129226, MSE: 347.929434432864, MAPE: 82.60%
Accuracy for Europe and Product 257:
MAE: 15.042624649450698, MSE: 319.8796648119398, MAPE: 40.52%
Accuracy for Europe and Product 258:
MAE: 10.945016958479046, MSE: 176.1367807295391, MAPE: 23.72%
Accuracy for Europe and Product 259:
MAE: 10.968233266884301, MSE: 205.9390843719521, MAPE: 21.93%
Accuracy for Europe and Product 260:
MAE: 13.357745883660362, MSE: 208.3812978150806, MAPE: 28.92%
Accuracy for Europe and Product 261:
MAE: 16.753886073920086, MSE: 419.23994438956186, MAPE: 42.66%
Accuracy for Europe and Product 262:
MAE: 13.684172391606953, MSE: 231.84284191600273, MAPE: 42.90%
Accuracy for Europe and Product 263:
MAE: 9.249599715769895, MSE: 139.95596332259012, MAPE: 26.31%
Accuracy for Europe and Product 264:
MAE: 12.53529578385199, MSE: 264.9467508935181, MAPE: 84.96%
Accuracy for Europe and Product 265:
MAE: 12.987191214792944, MSE: 289.5328737282367, MAPE: 102.25%
Accuracy for Europe and Product 266:
MAE: 11.229910404546068, MSE: 205.14646534096613, MAPE: 40.24%
Accuracy for Europe and Product 267:
MAE: 10.264657632401555, MSE: 203.21090418191105, MAPE: 51.95%
Accuracy for Europe and Product 268:
MAE: 8.242686939853373, MSE: 143.86106558609498, MAPE: 20.23%
Accuracy for Europe and Product 269:
MAE: 16.27941579439006, MSE: 344.84197064220126, MAPE: 55.90%
Accuracy for Europe and Product 270:
MAE: 16.252962954737775, MSE: 318.4814845045086, MAPE: 56.34%
Accuracy for Europe and Product 271:
MAE: 14.324691716292222, MSE: 282.944889935559, MAPE: 46.36%
Accuracy for Europe and Product 272:
MAE: 12.580962917530545, MSE: 255.887399976914, MAPE: 25.58%
Accuracy for Europe and Product 273:
MAE: 4.030568365635368, MSE: 29.24746682719559, MAPE: 9.97%
Accuracy for Europe and Product 274:
MAE: 19.345556045150637, MSE: 619.1843216815546, MAPE: 36.53%
Accuracy for Europe and Product 275:
MAE: 15.321803824895838, MSE: 419.48067946935464, MAPE: 69.00%
Accuracy for Europe and Product 276:
MAE: 16.62699285926779, MSE: 316.8082879564323, MAPE: 58.38%
Accuracy for Europe and Product 277:
MAE: 11.16981792055579, MSE: 182.5814155758967, MAPE: 31.11%
Accuracy for Europe and Product 278:
MAE: 12.556498663449227, MSE: 237.18632672083845, MAPE: 42.86%
Accuracy for Europe and Product 279:
MAE: 18.881845649182118, MSE: 419.1816723120067, MAPE: 83.21%
Accuracy for Europe and Product 280:
MAE: 5.259430900370541, MSE: 47.290274556066, MAPE: 13.45%
Accuracy for Europe and Product 281:
MAE: 3.540832407152055, MSE: 20.71601402157717, MAPE: 7.07%
Accuracy for Europe and Product 282:
MAE: 12.440785091307585, MSE: 211.06702142821433, MAPE: 27.85%
Accuracy for Europe and Product 283:
MAE: 13.752894058925346, MSE: 234.02503035895688, MAPE: 38.11%
Accuracy for Europe and Product 284:
MAE: 21.1696458094328, MSE: 502.19350522953744, MAPE: 72.49%
Accuracy for Europe and Product 285:
MAE: 9.126428940988816, MSE: 113.08366761038312, MAPE: 24.24%
Accuracy for Europe and Product 286:
MAE: 43.29061607757323, MSE: 2207.704538970691, MAPE: 90.64%
Accuracy for Europe and Product 287:
MAE: 14.05987361579102, MSE: 352.5260216836907, MAPE: 45.59%
Accuracy for Europe and Product 288:
MAE: 12.424138483333431, MSE: 273.9785403783673, MAPE: 50.76%
Accuracy for Europe and Product 289:
MAE: 17.129071850672272, MSE: 455.54510923226354, MAPE: 49.40%
Accuracy for Europe and Product 290:
MAE: 9.28583929110339, MSE: 101.03946267597007, MAPE: 28.38%
Accuracy for Europe and Product 291:
MAE: 14.597440428755965, MSE: 259.10299404730796, MAPE: 84.18%
Accuracy for Europe and Product 292:
MAE: 9.444031285459392, MSE: 159.88334260053867, MAPE: 29.46%
Accuracy for Europe and Product 293:
MAE: 9.837614486033345, MSE: 121.73375581586463, MAPE: 25.18%
Accuracy for Europe and Product 294:
MAE: 12.525915992962748, MSE: 188.40373898896308, MAPE: 39.78%
Accuracy for Europe and Product 295:
MAE: 18.449722262384523, MSE: 357.1447307642963, MAPE: 74.41%
Accuracy for Europe and Product 296:
MAE: 15.490663015234043, MSE: 241.60123192744572, MAPE: 57.38%
Accuracy for Europe and Product 297:
MAE: 16.504626533622105, MSE: 419.6711094616072, MAPE: 57.78%
Accuracy for Europe and Product 298:
MAE: 21.3089288089763, MSE: 710.379757026067, MAPE: 112.27%
Accuracy for Europe and Product 299:
MAE: 9.082740948087006, MSE: 129.49469132389586, MAPE: 20.77%
Accuracy for Europe and Product 300:
MAE: 10.868077979244864, MSE: 149.78323541397646, MAPE: 27.04%
Accuracy for Europe and Product 301:
MAE: 15.138678835966042, MSE: 259.83242851195166, MAPE: 47.26%
Accuracy for Europe and Product 302:
MAE: 12.25095334308959, MSE: 192.4382966920038, MAPE: 33.90%
Accuracy for Europe and Product 303:
MAE: 9.809787112569172, MSE: 161.7500564639544, MAPE: 21.96%
Accuracy for Europe and Product 304:
MAE: 6.770583906341922, MSE: 50.66812052655746, MAPE: 13.45%
Accuracy for Europe and Product 305:
MAE: 17.71685648841352, MSE: 474.4221562110659, MAPE: 98.05%
Accuracy for Europe and Product 306:
MAE: 19.840254890740983, MSE: 521.6891191805256, MAPE: 51.04%
Accuracy for Europe and Product 307:
MAE: 13.202681673716455, MSE: 242.3086445164353, MAPE: 31.75%
Accuracy for Europe and Product 308:
MAE: 16.08640530684239, MSE: 346.7689200669064, MAPE: 44.30%
Accuracy for Europe and Product 309:
MAE: 16.76422107261536, MSE: 442.42178650812303, MAPE: 61.46%
Accuracy for Europe and Product 310:
MAE: 9.620321252215717, MSE: 149.97529017895812, MAPE: 31.98%
Accuracy for Europe and Product 311:
MAE: 7.168338329052697, MSE: 60.950178292297494, MAPE: 17.29%
Accuracy for Europe and Product 312:
MAE: 9.883314383569651, MSE: 144.60642979551662, MAPE: 34.42%
Accuracy for Europe and Product 313:
MAE: 9.498026216247222, MSE: 156.90569225640436, MAPE: 17.83%
Accuracy for Europe and Product 314:
MAE: 12.473773284382775, MSE: 218.95201752114343, MAPE: 22.62%
Accuracy for Europe and Product 315:
MAE: 15.482157997128457, MSE: 302.93847932832466, MAPE: 60.52%
Accuracy for Europe and Product 316:
MAE: 22.814794644737667, MSE: 666.2549910737002, MAPE: 69.72%
Accuracy for Europe and Product 317:
MAE: 12.576552383317438, MSE: 286.88099312987276, MAPE: 713.83%
Accuracy for Europe and Product 318:
MAE: 8.716758803751082, MSE: 83.94526446310984, MAPE: 26.38%
Accuracy for Europe and Product 319:
MAE: 13.320567162531484, MSE: 307.8565970973769, MAPE: 30.69%
Accuracy for Europe and Product 320:
MAE: 12.849215283957236, MSE: 170.16344881202795, MAPE: 36.84%
Accuracy for Europe and Product 321:
MAE: 17.670754762372884, MSE: 409.687084488918, MAPE: 67.11%
Accuracy for Europe and Product 322:
MAE: 9.296873360214065, MSE: 132.07912245135807, MAPE: 43.96%
Accuracy for Europe and Product 323:
MAE: 17.816163752809473, MSE: 509.28244632542817, MAPE: 82.02%
Accuracy for Europe and Product 324:
MAE: 14.114813284364908, MSE: 300.9495776074422, MAPE: 60.35%
Accuracy for Europe and Product 325:
MAE: 10.397035735307687, MSE: 243.48661997614104, MAPE: 26.43%
Accuracy for Europe and Product 326:
MAE: 19.37393539529048, MSE: 490.8706406650514, MAPE: 89.45%
Accuracy for Europe and Product 327:
MAE: 13.90143634471838, MSE: 244.1087089053398, MAPE: 33.71%
Accuracy for Europe and Product 328:
MAE: 14.147800429433667, MSE: 339.5134580856369, MAPE: 31.82%
Accuracy for Europe and Product 329:
MAE: 10.998479409934252, MSE: 148.05626028496692, MAPE: 34.72%
Accuracy for Europe and Product 330:
MAE: 21.166179610473705, MSE: 461.5105472957537, MAPE: 50.77%
Accuracy for Europe and Product 331:
MAE: 10.966986044776672, MSE: 201.74118231738703, MAPE: 26.21%
Accuracy for Europe and Product 332:
MAE: 7.803790623311265, MSE: 81.12322334075898, MAPE: 22.39%
Accuracy for Europe and Product 333:
MAE: 14.147698294751757, MSE: 208.46067498490612, MAPE: 78.63%
Accuracy for Europe and Product 334:
MAE: 18.014697715841283, MSE: 449.27548971429997, MAPE: 104.99%
Accuracy for Europe and Product 335:
MAE: 8.32050311373089, MSE: 121.46026974283136, MAPE: 35.12%
Accuracy for Europe and Product 336:
MAE: 12.860415838665649, MSE: 350.6291723970563, MAPE: 35.10%
Accuracy for Europe and Product 337:
MAE: 13.86132821350211, MSE: 224.71474672549311, MAPE: 122.96%
Accuracy for Europe and Product 338:
MAE: 10.550818194789617, MSE: 161.1225765142469, MAPE: 26.23%
Accuracy for Europe and Product 339:
MAE: 15.586442749266999, MSE: 474.34408504825694, MAPE: 47.11%
Accuracy for Europe and Product 340:
MAE: 9.367643899721944, MSE: 122.08309755760388, MAPE: 26.53%
Accuracy for Europe and Product 341:
MAE: 11.553885273926563, MSE: 179.39024913382067, MAPE: 34.83%
Accuracy for Europe and Product 342:
MAE: 22.415024723286926, MSE: 804.6941869685268, MAPE: 42.66%
Accuracy for Europe and Product 343:
MAE: 14.07292235358751, MSE: 233.09678714594014, MAPE: 29.32%
Accuracy for Europe and Product 344:
MAE: 8.719157921332975, MSE: 181.5357064455228, MAPE: 22.98%
Accuracy for Europe and Product 345:
MAE: 11.080479868481664, MSE: 141.33307482377296, MAPE: 31.14%
Accuracy for Europe and Product 346:
MAE: 9.877153758700647, MSE: 158.05268998016714, MAPE: 23.50%
Accuracy for Europe and Product 347:
MAE: 22.034727831815253, MSE: 622.7809979520504, MAPE: 412.78%
Accuracy for Europe and Product 348:
MAE: 7.587329616324058, MSE: 119.82867071824515, MAPE: 21.79%
Accuracy for Europe and Product 349:
MAE: 10.70970541883557, MSE: 136.062428682578, MAPE: 42.35%
Accuracy for Europe and Product 350:
MAE: 9.506715284162002, MSE: 127.8484194747246, MAPE: 25.86%
Accuracy for Europe and Product 351:
MAE: 13.752570925540514, MSE: 355.5067648823122, MAPE: 27.97%
Accuracy for Europe and Product 352:
MAE: 10.7824967689981, MSE: 235.629607454442, MAPE: 26.76%
Accuracy for Europe and Product 353:
MAE: 3.8591421637950205, MSE: 17.58797083727524, MAPE: 10.89%
Accuracy for Europe and Product 354:
MAE: 8.609498299014522, MSE: 109.48984502351058, MAPE: 20.93%
Accuracy for Europe and Product 355:
MAE: 16.875908080068122, MSE: 312.95152321156786, MAPE: 41.34%
Accuracy for Europe and Product 356:
MAE: 9.935757747146393, MSE: 140.39578798817016, MAPE: 31.71%
Accuracy for Europe and Product 357:
MAE: 9.233474720476051, MSE: 100.25730362613655, MAPE: 20.92%
Accuracy for Europe and Product 358:
MAE: 14.238189059904915, MSE: 332.0694913192125, MAPE: 89.92%
Accuracy for Europe and Product 359:
MAE: 20.197395635716312, MSE: 486.5785989040587, MAPE: 56.17%
Accuracy for Europe and Product 360:
MAE: 15.212018521620612, MSE: 338.6732721206047, MAPE: 33.40%
Accuracy for Europe and Product 361:
MAE: 16.02544330689914, MSE: 305.98056784684405, MAPE: 117.21%
Accuracy for Europe and Product 362:
MAE: 7.331791316130608, MSE: 91.1945448105995, MAPE: 22.21%
Accuracy for Europe and Product 363:
MAE: 19.90044450127413, MSE: 566.2034989305879, MAPE: 42.78%
Accuracy for Europe and Product 364:
MAE: 11.661002810469498, MSE: 160.1622117372877, MAPE: 46.43%
Accuracy for Europe and Product 365:
MAE: 15.844630605046007, MSE: 339.4904825965197, MAPE: 42.94%
Accuracy for Europe and Product 366:
MAE: 13.76624645703215, MSE: 345.9324751920568, MAPE: 31.63%
Accuracy for Europe and Product 367:
MAE: 16.744467082121695, MSE: 382.54529570149805, MAPE: 54.01%
Accuracy for Europe and Product 368:
MAE: 11.962581859665216, MSE: 166.5904137705137, MAPE: 38.30%
Accuracy for Europe and Product 369:
MAE: 17.04172357861534, MSE: 392.39807667027344, MAPE: 50.94%
Accuracy for Europe and Product 370:
MAE: 11.176379854136105, MSE: 180.97601850359496, MAPE: 29.77%
Accuracy for Europe and Product 371:
MAE: 21.50508567182194, MSE: 493.374845832171, MAPE: 59.05%
Accuracy for Europe and Product 372:
MAE: 11.720726886411034, MSE: 210.16873508033964, MAPE: 31.50%
Accuracy for Europe and Product 373:
MAE: 10.017916201339412, MSE: 117.22961837270027, MAPE: 39.62%
Accuracy for Europe and Product 374:
MAE: 13.302227243370357, MSE: 237.79380635951102, MAPE: 53.15%
Accuracy for Europe and Product 375:
MAE: 13.636689132300535, MSE: 382.00654795120647, MAPE: 30.92%
Accuracy for Europe and Product 376:
MAE: 19.306797824050413, MSE: 642.9043301799842, MAPE: 43.66%
Accuracy for Europe and Product 377:
MAE: 7.333150615544568, MSE: 94.80143668151842, MAPE: 22.33%
Accuracy for Europe and Product 378:
MAE: 12.576979929447594, MSE: 187.5944333413504, MAPE: 38.44%
Accuracy for Europe and Product 379:
MAE: 18.586886394236437, MSE: 390.72470031334814, MAPE: 47.26%
Accuracy for Europe and Product 380:
MAE: 13.395849039514593, MSE: 315.1508702746522, MAPE: 53.00%
Accuracy for Europe and Product 381:
MAE: 17.067787926350796, MSE: 418.3386972018494, MAPE: 56.85%
Accuracy for Europe and Product 382:
MAE: 5.6114625503519, MSE: 41.91486613922392, MAPE: 19.75%
Accuracy for Europe and Product 383:
MAE: 17.937415469977587, MSE: 447.66996344803493, MAPE: 45.47%
Accuracy for Europe and Product 384:
MAE: 14.082044631652973, MSE: 301.6217878861956, MAPE: 50.65%
Accuracy for Europe and Product 385:
MAE: 16.79403090992347, MSE: 326.05969022039125, MAPE: 62.99%
Accuracy for Europe and Product 386:
MAE: 17.154363431474618, MSE: 465.2232025417262, MAPE: 77.92%
Accuracy for Europe and Product 387:
MAE: 10.836856842415324, MSE: 188.25316884159844, MAPE: 26.04%
Accuracy for Europe and Product 388:
MAE: 15.46461591283754, MSE: 307.7438180782108, MAPE: 51.28%
Accuracy for Europe and Product 389:
MAE: 10.967861878426879, MSE: 126.40961957596835, MAPE: 33.48%
Accuracy for Europe and Product 390:
MAE: 18.856316260370807, MSE: 518.8730101640818, MAPE: 61.37%
Accuracy for Europe and Product 391:
MAE: 13.503387643913992, MSE: 302.81903155299614, MAPE: 40.45%
Accuracy for Europe and Product 392:
MAE: 10.631490182337114, MSE: 143.69202454776922, MAPE: 27.18%
Accuracy for Europe and Product 393:
MAE: 9.099453540705486, MSE: 185.2663416521711, MAPE: 24.02%
Accuracy for Europe and Product 394:
MAE: 10.164959299322332, MSE: 143.02712903506315, MAPE: 28.56%
Accuracy for Europe and Product 395:
MAE: 14.954208724008861, MSE: 274.9403969456036, MAPE: 55.01%
Accuracy for Europe and Product 396:
MAE: 13.300419210733281, MSE: 298.98499688520974, MAPE: 35.00%
Accuracy for Europe and Product 397:
MAE: 23.696800870599464, MSE: 608.3844119335101, MAPE: 99.51%
Accuracy for Europe and Product 398:
MAE: 17.19763108281681, MSE: 408.2168880821635, MAPE: 55.08%
Accuracy for Europe and Product 399:
MAE: 12.38930759868014, MSE: 297.197572883873, MAPE: 58.00%
Accuracy for Europe and Product 400:
MAE: 11.713447595700064, MSE: 167.3575356898945, MAPE: 39.48%
Accuracy for Europe and Product 401:
MAE: 11.14517295331594, MSE: 141.9768052356359, MAPE: 65.27%
Accuracy for Europe and Product 402:
MAE: 17.34382193117523, MSE: 406.3689551774517, MAPE: 27.98%
Accuracy for Europe and Product 403:
MAE: 13.257099041825743, MSE: 313.1651813712014, MAPE: 38.16%
Accuracy for Europe and Product 404:
MAE: 16.512929874498468, MSE: 335.2503161481935, MAPE: 76.52%
Accuracy for Europe and Product 405:
MAE: 19.05742243716262, MSE: 401.24287799552343, MAPE: 50.01%
Accuracy for Europe and Product 406:
MAE: 7.587231859262414, MSE: 134.83220662832858, MAPE: 46.00%
Accuracy for Europe and Product 407:
MAE: 8.106109955758757, MSE: 127.7488808468709, MAPE: 18.15%
Accuracy for Europe and Product 408:
MAE: 16.042530381311927, MSE: 423.0004408213299, MAPE: 57.20%
Accuracy for Europe and Product 409:
MAE: 4.410834747649406, MSE: 23.98854415171284, MAPE: 10.89%
Accuracy for Europe and Product 410:
MAE: 10.115697647270913, MSE: 181.3666952067739, MAPE: 39.24%
Accuracy for Europe and Product 411:
MAE: 11.851637205780339, MSE: 216.70023350962433, MAPE: 41.44%
Accuracy for Europe and Product 412:
MAE: 5.402252950454608, MSE: 44.68244685246398, MAPE: 18.07%
Accuracy for Europe and Product 413:
MAE: 13.456724216079072, MSE: 305.4892735671268, MAPE: 43.60%
Accuracy for Europe and Product 414:
MAE: 14.994402629488366, MSE: 285.5042615250264, MAPE: 35.45%
Accuracy for Europe and Product 415:
MAE: 22.24016140972561, MSE: 808.0455806009325, MAPE: 107.94%
Accuracy for Europe and Product 416:
MAE: 17.336062979597283, MSE: 410.3129033383217, MAPE: 42.02%
Accuracy for Europe and Product 417:
MAE: 11.19455123484807, MSE: 151.85098520735227, MAPE: 23.44%
Accuracy for Europe and Product 418:
MAE: 13.472105888343066, MSE: 227.37576109368015, MAPE: 64.49%
Accuracy for Europe and Product 419:
MAE: 7.828168452584064, MSE: 93.64778629718643, MAPE: 25.04%
Accuracy for Europe and Product 420:
MAE: 13.929640648305025, MSE: 211.65137585657152, MAPE: 42.88%
Accuracy for Europe and Product 421:
MAE: 8.56747880660133, MSE: 91.0052484810823, MAPE: 21.82%
Accuracy for Europe and Product 422:
MAE: 5.565503740610971, MSE: 36.87120716597546, MAPE: 13.71%
Accuracy for Europe and Product 423:
MAE: 7.120278430619263, MSE: 165.87940664919628, MAPE: 55.58%
Accuracy for Europe and Product 424:
MAE: 9.716586790041585, MSE: 100.56145896786022, MAPE: 19.61%
Accuracy for Europe and Product 425:
MAE: 15.614434736214665, MSE: 293.0730231743561, MAPE: 41.69%
Accuracy for Europe and Product 426:
MAE: 20.5745177111314, MSE: 466.9671633934002, MAPE: 54.97%
Accuracy for Europe and Product 427:
MAE: 10.82606108632088, MSE: 226.4958045240985, MAPE: 25.58%
Accuracy for Europe and Product 428:
MAE: 14.754456598719951, MSE: 276.5766303907203, MAPE: 55.11%
Accuracy for Europe and Product 429:
MAE: 13.572688665912802, MSE: 233.86800531994368, MAPE: 43.54%
Accuracy for Europe and Product 430:
MAE: 10.677750813769489, MSE: 136.11850166484035, MAPE: 23.99%
Accuracy for Europe and Product 431:
MAE: 4.770661154675947, MSE: 51.24568058153393, MAPE: 11.68%
Accuracy for Europe and Product 432:
MAE: 12.033033526802841, MSE: 192.94495091545372, MAPE: 23.29%
Accuracy for Europe and Product 433:
MAE: 10.123818305673192, MSE: 119.10413422402078, MAPE: 40.69%
Accuracy for Europe and Product 434:
MAE: 11.410147151407537, MSE: 149.0855345813623, MAPE: 51.29%
Accuracy for Europe and Product 435:
MAE: 9.627788094972164, MSE: 165.52732864740497, MAPE: 37.15%
Accuracy for Europe and Product 436:
MAE: 12.305131996606432, MSE: 221.72201243812052, MAPE: 51.74%
Accuracy for Europe and Product 437:
MAE: 19.22466653395186, MSE: 503.6186204731647, MAPE: 39.43%
Accuracy for Europe and Product 438:
MAE: 14.857206829654348, MSE: 282.36292005063143, MAPE: 70.51%
Accuracy for Europe and Product 439:
MAE: 8.031489250997533, MSE: 84.26055315822725, MAPE: 50.90%
Accuracy for Europe and Product 440:
MAE: 4.609068303819347, MSE: 36.11198354857871, MAPE: 16.79%
Accuracy for Europe and Product 441:
MAE: 18.945969712745054, MSE: 409.4137559817533, MAPE: 52.99%
Accuracy for Europe and Product 442:
MAE: 11.876115939941183, MSE: 211.3125288585063, MAPE: 22.57%
Accuracy for Europe and Product 443:
MAE: 11.263935756694597, MSE: 227.9397690355254, MAPE: 33.23%
Accuracy for Europe and Product 444:
MAE: 17.7066687600619, MSE: 354.5651216096755, MAPE: 46.77%
Accuracy for Europe and Product 445:
MAE: 10.293972187051052, MSE: 166.73464805096984, MAPE: 30.83%
Accuracy for Europe and Product 446:
MAE: 10.64603269667939, MSE: 213.545364090757, MAPE: 37.37%
Accuracy for Europe and Product 447:
MAE: 16.14243929314323, MSE: 279.5241841178349, MAPE: 39.94%
Accuracy for Europe and Product 448:
MAE: 12.602344518158878, MSE: 297.6400757437017, MAPE: 22.83%
Accuracy for Europe and Product 449:
MAE: 14.697940929685052, MSE: 232.64697526058862, MAPE: 48.79%
Accuracy for Europe and Product 450:
MAE: 7.0096113197630086, MSE: 74.60346239135279, MAPE: 23.25%
Accuracy for Europe and Product 451:
MAE: 4.689984130654686, MSE: 34.34029775137846, MAPE: 11.95%
Accuracy for Europe and Product 452:
MAE: 11.055795811847805, MSE: 161.10524762412086, MAPE: 43.68%
Accuracy for Europe and Product 453:
MAE: 12.321393399466954, MSE: 180.86245436754558, MAPE: 37.29%
Accuracy for Europe and Product 454:
MAE: 11.02786378906411, MSE: 148.5423545429265, MAPE: 34.07%
Accuracy for Europe and Product 455:
MAE: 15.528823633439895, MSE: 305.32763586328196, MAPE: 48.62%
Accuracy for Europe and Product 456:
MAE: 11.469051041326676, MSE: 234.87610606650279, MAPE: 26.08%
Accuracy for Europe and Product 457:
MAE: 11.633303067710214, MSE: 182.16159811067806, MAPE: 28.08%
Accuracy for Europe and Product 458:
MAE: 13.341271686266785, MSE: 237.96010993006888, MAPE: 30.11%
Accuracy for Europe and Product 459:
MAE: 17.162809713420295, MSE: 306.2247184862234, MAPE: 53.44%
Accuracy for Europe and Product 460:
MAE: 17.374802757750164, MSE: 366.18563264493963, MAPE: 108.62%
Accuracy for Europe and Product 461:
MAE: 10.826582566027469, MSE: 167.99601728629426, MAPE: 27.59%
Accuracy for Europe and Product 462:
MAE: 14.028168938082484, MSE: 267.19254116234634, MAPE: 55.25%
Accuracy for Europe and Product 463:
MAE: 16.043952802533187, MSE: 326.1870946392455, MAPE: 46.38%
Accuracy for Europe and Product 464:
MAE: 18.496865483792234, MSE: 396.2805812341632, MAPE: 63.68%
Accuracy for Europe and Product 465:
MAE: 18.22904777118047, MSE: 419.5793920872661, MAPE: 67.70%
Accuracy for Europe and Product 466:
MAE: 10.564630143201274, MSE: 161.19695039436087, MAPE: 27.51%
Accuracy for Europe and Product 467:
MAE: 13.395460840157233, MSE: 211.37758237635126, MAPE: 45.63%
Accuracy for Europe and Product 468:
MAE: 21.90522710632906, MSE: 488.50679332720983, MAPE: 54.46%
Accuracy for Europe and Product 469:
MAE: 12.971419338175252, MSE: 218.55550650155237, MAPE: 45.05%
Accuracy for Europe and Product 470:
MAE: 6.379610469266707, MSE: 70.06035563214432, MAPE: 22.88%
Accuracy for Europe and Product 471:
MAE: 18.93873775449901, MSE: 408.11558849827213, MAPE: 63.80%
Accuracy for Europe and Product 472:
MAE: 6.532105874414169, MSE: 60.30366485623968, MAPE: 16.92%
Accuracy for Europe and Product 473:
MAE: 9.479077826134235, MSE: 182.58776566610155, MAPE: 19.11%
Accuracy for Europe and Product 474:
MAE: 20.298678116941176, MSE: 531.3866452371507, MAPE: 138.60%
Accuracy for Europe and Product 475:
MAE: 12.532563839503402, MSE: 280.64524706114344, MAPE: 32.64%
Accuracy for Europe and Product 476:
MAE: 8.226139111292293, MSE: 123.83340899862549, MAPE: 21.01%
Accuracy for Europe and Product 477:
MAE: 5.822668346364753, MSE: 39.93791701135355, MAPE: 13.50%
Accuracy for Europe and Product 478:
MAE: 19.472122896419116, MSE: 498.4305026153558, MAPE: 54.42%
Accuracy for Europe and Product 479:
MAE: 17.55374065233648, MSE: 407.26525342116537, MAPE: 29.67%
Accuracy for Europe and Product 480:
MAE: 8.152524328062587, MSE: 149.51454453901104, MAPE: 19.80%
Accuracy for Europe and Product 481:
MAE: 6.758969202842389, MSE: 103.548465576722, MAPE: 14.42%
Accuracy for Europe and Product 482:
MAE: 12.419334601548602, MSE: 260.5241578167455, MAPE: 68.40%
Accuracy for Europe and Product 483:
MAE: 11.903778047955305, MSE: 205.0582219534353, MAPE: 34.49%
Accuracy for Europe and Product 484:
MAE: 7.602245151158447, MSE: 101.38317550253471, MAPE: 23.44%
Accuracy for Europe and Product 485:
MAE: 7.0064548225272585, MSE: 55.96417432949617, MAPE: 18.56%
Accuracy for Europe and Product 486:
MAE: 15.28046452257188, MSE: 274.83332606625584, MAPE: 65.47%
Accuracy for Europe and Product 487:
MAE: 14.657456541507354, MSE: 379.13524981445903, MAPE: 36.61%
Accuracy for Europe and Product 488:
MAE: 14.160193656455771, MSE: 356.1067790683898, MAPE: 62.30%
Accuracy for Europe and Product 489:
MAE: 18.04697781319639, MSE: 406.7471772616931, MAPE: 170.04%
Accuracy for Europe and Product 490:
MAE: 13.43893942074395, MSE: 187.5077618578211, MAPE: 92.16%
Accuracy for Europe and Product 491:
MAE: 12.241877790578792, MSE: 268.0400808433117, MAPE: 29.27%
Accuracy for Europe and Product 492:
MAE: 6.48006362997525, MSE: 57.313607274694576, MAPE: 13.20%
Accuracy for Europe and Product 493:
MAE: 11.79034857290904, MSE: 380.87176402741414, MAPE: 34.09%
Accuracy for Europe and Product 494:
MAE: 7.619250719019196, MSE: 84.4900642647258, MAPE: 25.81%
Accuracy for Europe and Product 495:
MAE: 13.959478287301195, MSE: 287.7437995650204, MAPE: 42.28%
Accuracy for Europe and Product 496:
MAE: 8.452654872378071, MSE: 122.81076179919744, MAPE: 23.15%
Accuracy for Europe and Product 497:
MAE: 13.371641356856907, MSE: 225.87497006622016, MAPE: 56.94%
Accuracy for Europe and Product 498:
MAE: 11.977078536249504, MSE: 196.86523279753447, MAPE: 34.18%
Accuracy for Europe and Product 499:
MAE: 17.354900096256404, MSE: 364.0893696076335, MAPE: 101.23%
Accuracy for Europe and Product 500:
MAE: 15.321460678854729, MSE: 306.4917452167764, MAPE: 48.84%
Accuracy for Europe and Product 501:
MAE: 8.840391683844976, MSE: 104.56322404458555, MAPE: 26.32%
Accuracy for Europe and Product 502:
MAE: 16.15571858832473, MSE: 362.5759524937663, MAPE: 46.09%
Accuracy for Europe and Product 503:
MAE: 15.007089835992804, MSE: 497.69930309080047, MAPE: 54.60%
Accuracy for Europe and Product 504:
MAE: 19.103234713917704, MSE: 400.72035426346173, MAPE: 34.52%
Accuracy for Europe and Product 505:
MAE: 15.471821633403673, MSE: 281.90054226001064, MAPE: 48.57%
Accuracy for Europe and Product 506:
MAE: 20.409478193123025, MSE: 622.2880887655745, MAPE: 71.88%
Accuracy for Europe and Product 507:
MAE: 10.522636977160769, MSE: 209.19127001744727, MAPE: 20.34%
Accuracy for Europe and Product 508:
MAE: 9.238298151712609, MSE: 162.41631712531293, MAPE: 43.77%
Accuracy for Europe and Product 509:
MAE: 14.809771712551392, MSE: 246.3587087698526, MAPE: 43.28%
Accuracy for Europe and Product 510:
MAE: 8.116611944064298, MSE: 114.99773715868173, MAPE: 25.03%
Accuracy for Europe and Product 511:
MAE: 20.61044063969025, MSE: 560.3354051330414, MAPE: 133.15%
Accuracy for Europe and Product 512:
MAE: 8.291307495453925, MSE: 83.65948123008172, MAPE: 24.47%
Accuracy for Europe and Product 513:
MAE: 8.110783247358842, MSE: 92.95429574616303, MAPE: 24.65%
Accuracy for Europe and Product 514:
MAE: 13.539106417952713, MSE: 277.6974558867664, MAPE: 204.34%
Accuracy for Europe and Product 515:
MAE: 19.604663686112126, MSE: 805.3317432948052, MAPE: 48.34%
Accuracy for Europe and Product 516:
MAE: 10.591073393004704, MSE: 122.38808893579055, MAPE: 72.23%
Accuracy for Europe and Product 517:
MAE: 20.16391400871937, MSE: 514.4625167105078, MAPE: 50.05%
Accuracy for Europe and Product 518:
MAE: 9.164427176441297, MSE: 141.12122791973067, MAPE: 16.50%
Accuracy for Europe and Product 519:
MAE: 12.685999784717831, MSE: 232.30866858713034, MAPE: 50.44%
Accuracy for Europe and Product 520:
MAE: 14.137480661567627, MSE: 288.97467742863853, MAPE: 74.99%
Accuracy for Europe and Product 521:
MAE: 8.23374357655531, MSE: 90.69303633735232, MAPE: 22.21%
Accuracy for Europe and Product 522:
MAE: 12.083277746962725, MSE: 178.94845886282917, MAPE: 26.14%
Accuracy for Europe and Product 523:
MAE: 19.341096561422138, MSE: 527.0257934542802, MAPE: 48.28%
Accuracy for Europe and Product 524:
MAE: 17.79823592009827, MSE: 447.1177279021289, MAPE: 37.36%
Accuracy for Europe and Product 525:
MAE: 10.527968492981987, MSE: 176.6471576342107, MAPE: 46.11%
Accuracy for Europe and Product 526:
MAE: 7.008088031489716, MSE: 109.69807279559168, MAPE: 11.56%
Accuracy for Europe and Product 527:
MAE: 9.06707302755368, MSE: 93.3307310867436, MAPE: 29.74%
Accuracy for Europe and Product 528:
MAE: 10.214131103944649, MSE: 242.59859866713387, MAPE: 20.98%
Accuracy for Europe and Product 529:
MAE: 10.13557175489619, MSE: 145.97158374713516, MAPE: 32.33%
Accuracy for Europe and Product 530:
MAE: 12.61244697971177, MSE: 197.87639233710377, MAPE: 36.36%
Accuracy for Europe and Product 531:
MAE: 15.860541641787313, MSE: 384.05433115342987, MAPE: 33.64%
Accuracy for Europe and Product 532:
MAE: 12.463387356418261, MSE: 231.39967486572982, MAPE: 99.90%
Accuracy for Europe and Product 533:
MAE: 11.857467834005979, MSE: 155.21399337454494, MAPE: 32.96%
Accuracy for Europe and Product 534:
MAE: 14.844359538292007, MSE: 249.9050379640841, MAPE: 52.84%
Accuracy for Europe and Product 535:
MAE: 10.840438648326307, MSE: 133.06374528609854, MAPE: 41.51%
Accuracy for Europe and Product 536:
MAE: 16.511610613672463, MSE: 309.6049354750004, MAPE: 49.27%
Accuracy for Europe and Product 537:
MAE: 19.84324484376775, MSE: 511.68581466039586, MAPE: 48.97%
Accuracy for Europe and Product 538:
MAE: 13.480165854025003, MSE: 273.7273898683559, MAPE: 28.18%
Accuracy for Europe and Product 539:
MAE: 16.404814768071777, MSE: 466.6850817326802, MAPE: 48.99%
Accuracy for Europe and Product 540:
MAE: 11.652291697980944, MSE: 149.8374781117006, MAPE: 33.69%
Accuracy for Europe and Product 541:
MAE: 7.829694082517001, MSE: 91.63711142967477, MAPE: 23.44%
Accuracy for Europe and Product 542:
MAE: 14.923012439794054, MSE: 384.9416360863762, MAPE: 36.34%
Accuracy for Europe and Product 543:
MAE: 17.108781710955007, MSE: 331.56057401445116, MAPE: 521.86%
Accuracy for Europe and Product 544:
MAE: 18.727513963721638, MSE: 541.8469221929697, MAPE: 37.20%
Accuracy for Europe and Product 545:
MAE: 8.668098466235522, MSE: 118.40380559018426, MAPE: 28.12%
Accuracy for Europe and Product 546:
MAE: 9.524263359692906, MSE: 128.25985905667315, MAPE: 28.37%
Accuracy for Europe and Product 547:
MAE: 12.648205427356524, MSE: 189.4518145130608, MAPE: 43.51%
Accuracy for Europe and Product 548:
MAE: 11.932099794382363, MSE: 176.69071550758602, MAPE: 42.94%
Accuracy for Europe and Product 549:
MAE: 12.241613503253797, MSE: 231.37153286052936, MAPE: 43.45%
Accuracy for Europe and Product 550:
MAE: 14.531794751457904, MSE: 351.4245051661338, MAPE: 29.47%
Accuracy for Europe and Product 551:
MAE: 4.283449986806454, MSE: 30.563119895248843, MAPE: 11.30%
Accuracy for Europe and Product 552:
MAE: 14.824911829972617, MSE: 260.12729178298264, MAPE: 74.35%
Accuracy for Europe and Product 553:
MAE: 13.048789498079378, MSE: 294.104821453789, MAPE: 90.13%
Accuracy for Europe and Product 554:
MAE: 4.374895697425415, MSE: 21.50272677956277, MAPE: 16.81%
Accuracy for Europe and Product 555:
MAE: 13.841231946216885, MSE: 252.72976424869995, MAPE: 48.66%
Accuracy for Europe and Product 556:
MAE: 6.7481986801462455, MSE: 80.36504039591836, MAPE: 23.83%
Accuracy for Europe and Product 557:
MAE: 16.70435354205287, MSE: 471.65504071299875, MAPE: 46.39%
Accuracy for Europe and Product 558:
MAE: 17.374514983913645, MSE: 331.3795259554171, MAPE: 62.92%
Accuracy for Europe and Product 559:
MAE: 13.51792713628397, MSE: 204.09195731901, MAPE: 38.24%
Accuracy for Europe and Product 560:
MAE: 11.590642530129745, MSE: 201.23592048530858, MAPE: 26.59%
Accuracy for Europe and Product 561:
MAE: 13.075391514931994, MSE: 242.49254142731115, MAPE: 52.20%
Accuracy for Europe and Product 562:
MAE: 9.757370951457585, MSE: 160.73342550770073, MAPE: 31.66%
Accuracy for Europe and Product 563:
MAE: 22.685526385355708, MSE: 569.6218070061063, MAPE: 65.18%
Accuracy for Europe and Product 564:
MAE: 9.796492655368407, MSE: 113.65611198257552, MAPE: 24.83%
Accuracy for Europe and Product 565:
MAE: 2.120402349553804, MSE: 5.271798986644275, MAPE: 6.29%
Accuracy for Europe and Product 566:
MAE: 10.599216687489823, MSE: 156.15334474241627, MAPE: 35.01%
Accuracy for Europe and Product 567:
MAE: 14.087994298751834, MSE: 319.22928630691234, MAPE: 37.72%
Accuracy for Europe and Product 568:
MAE: 6.674199355610571, MSE: 62.718734536137184, MAPE: 15.99%
Accuracy for Europe and Product 569:
MAE: 10.227211159277434, MSE: 152.48992714845392, MAPE: 33.49%
Accuracy for Europe and Product 570:
MAE: 7.956849014208325, MSE: 71.45280292065101, MAPE: 20.04%
Accuracy for Europe and Product 571:
MAE: 12.314287618052623, MSE: 212.31051629483073, MAPE: 85.50%
Accuracy for Europe and Product 572:
MAE: 3.447508991912811, MSE: 20.352772581090402, MAPE: 9.75%
Accuracy for Europe and Product 573:
MAE: 11.68827773200392, MSE: 216.43536943516855, MAPE: 21.64%
Accuracy for Europe and Product 574:
MAE: 3.5480115816335513, MSE: 21.28637473425203, MAPE: 11.47%
Accuracy for Europe and Product 575:
MAE: 11.894322843795118, MSE: 182.38314897486748, MAPE: 42.32%
Accuracy for Europe and Product 576:
MAE: 13.65573803356653, MSE: 330.16162396262416, MAPE: 37.31%
Accuracy for Europe and Product 577:
MAE: 12.001646753532388, MSE: 147.59372614359316, MAPE: 36.64%
Accuracy for Europe and Product 578:
MAE: 13.004511770484811, MSE: 202.5369976694016, MAPE: 48.79%
Accuracy for Europe and Product 579:
MAE: 20.212762721777256, MSE: 527.1145323551012, MAPE: 48.56%
Accuracy for Europe and Product 580:
MAE: 13.110164365758767, MSE: 196.70893367325093, MAPE: 47.73%
Accuracy for Europe and Product 581:
MAE: 9.945256121532037, MSE: 164.2565435034134, MAPE: 23.82%
Accuracy for Europe and Product 582:
MAE: 5.200040193082562, MSE: 39.358522523984036, MAPE: 15.88%
Accuracy for Europe and Product 583:
MAE: 10.82362828519253, MSE: 163.38612763611997, MAPE: 29.97%
Accuracy for Europe and Product 584:
MAE: 19.51707447329817, MSE: 486.28448476553086, MAPE: 73.51%
Accuracy for Europe and Product 585:
MAE: 8.335658024948321, MSE: 88.61364548235188, MAPE: 21.12%
Accuracy for Europe and Product 586:
MAE: 11.213562234584723, MSE: 196.52405373988364, MAPE: 30.58%
Accuracy for Europe and Product 587:
MAE: 11.81677511083404, MSE: 209.56374932196886, MAPE: 48.42%
Accuracy for Europe and Product 588:
MAE: 11.067052881898684, MSE: 166.2084682798333, MAPE: 27.28%
Accuracy for Europe and Product 589:
MAE: 5.271389994022154, MSE: 47.78259187182565, MAPE: 12.06%
Accuracy for Europe and Product 590:
MAE: 16.22103411592899, MSE: 513.416424275896, MAPE: 29.21%
Accuracy for Europe and Product 591:
MAE: 18.393124253023494, MSE: 428.6555760163239, MAPE: 73.47%
Accuracy for Europe and Product 592:
MAE: 6.658551231195932, MSE: 75.09382479443289, MAPE: 16.09%
Accuracy for Europe and Product 593:
MAE: 12.140850786753086, MSE: 243.96222312943914, MAPE: 55.70%
Accuracy for Europe and Product 594:
MAE: 13.216692241689737, MSE: 178.70514354693668, MAPE: 31.12%
Accuracy for Europe and Product 595:
MAE: 23.236026004712702, MSE: 590.8452590461501, MAPE: 173.81%
Accuracy for Europe and Product 596:
MAE: 11.667420766657361, MSE: 154.7716215670461, MAPE: 39.99%
Accuracy for Europe and Product 597:
MAE: 9.74596798248324, MSE: 203.27758199408854, MAPE: 36.95%
Accuracy for Europe and Product 598:
MAE: 12.799214832969836, MSE: 173.37627712405202, MAPE: 40.77%
Accuracy for Europe and Product 599:
MAE: 8.148989090284212, MSE: 90.02405191195207, MAPE: 48.29%
Accuracy for Europe and Product 600:
MAE: 6.604447001306127, MSE: 104.21966131429785, MAPE: 17.56%
Accuracy for Europe and Product 601:
MAE: 10.655331045695382, MSE: 129.71871376904173, MAPE: 26.23%
Accuracy for Europe and Product 602:
MAE: 14.42366789584172, MSE: 227.12640938452546, MAPE: 51.55%
Accuracy for Europe and Product 603:
MAE: 12.009444497860796, MSE: 187.94622981227212, MAPE: 37.36%
Accuracy for Europe and Product 604:
MAE: 10.223457116218594, MSE: 140.19361722887723, MAPE: 45.17%
Accuracy for Europe and Product 605:
MAE: 21.252155294796086, MSE: 1136.3591773961439, MAPE: 42.77%
Accuracy for Europe and Product 606:
MAE: 13.427899463708854, MSE: 213.3628249009038, MAPE: 42.00%
Accuracy for Europe and Product 607:
MAE: 11.240483550456517, MSE: 178.73793020732268, MAPE: 39.43%
Accuracy for Europe and Product 608:
MAE: 12.826303235313372, MSE: 240.6418002877495, MAPE: 29.67%
Accuracy for Europe and Product 609:
MAE: 15.246424058413561, MSE: 418.31935771553, MAPE: 78.55%
Accuracy for Europe and Product 610:
MAE: 13.918890479705746, MSE: 223.61898059372442, MAPE: 38.78%
Accuracy for Europe and Product 611:
MAE: 9.005381164683495, MSE: 98.65777344342646, MAPE: 25.35%
Accuracy for Europe and Product 612:
MAE: 18.867500195041195, MSE: 662.5107879202158, MAPE: 47.67%
Accuracy for Europe and Product 613:
MAE: 19.557463847006453, MSE: 450.2197725676048, MAPE: 68.66%
Accuracy for Europe and Product 614:
MAE: 19.01464463694339, MSE: 413.9342262742842, MAPE: 50.02%
Accuracy for Europe and Product 615:
MAE: 9.611984470575056, MSE: 131.4955790462296, MAPE: 29.59%
Accuracy for Europe and Product 616:
MAE: 11.25977634217297, MSE: 246.8442104126697, MAPE: 19.46%
Accuracy for Europe and Product 617:
MAE: 10.375694389760406, MSE: 186.11299834012985, MAPE: 24.66%
Accuracy for Europe and Product 618:
MAE: 18.260926015286934, MSE: 468.3897890093987, MAPE: 34.13%
Accuracy for Europe and Product 619:
MAE: 11.461716369712892, MSE: 218.4415547457123, MAPE: 31.51%
Accuracy for Europe and Product 620:
MAE: 11.633107086300273, MSE: 183.30480096756273, MAPE: 36.67%
Accuracy for Europe and Product 621:
MAE: 5.981192464014443, MSE: 48.87789020486421, MAPE: 15.63%
Accuracy for Europe and Product 622:
MAE: 12.534808464017274, MSE: 245.1929102724135, MAPE: 35.26%
Accuracy for Europe and Product 623:
MAE: 13.331020089164564, MSE: 260.42861369258674, MAPE: 54.02%
Accuracy for Europe and Product 624:
MAE: 17.724316468669297, MSE: 394.3183453847391, MAPE: 58.73%
Accuracy for Europe and Product 625:
MAE: 13.571656488413705, MSE: 369.9303135184982, MAPE: 61.42%
Accuracy for Europe and Product 626:
MAE: 6.446518802517469, MSE: 55.83405653132227, MAPE: 20.84%
Accuracy for Europe and Product 627:
MAE: 11.327047755625419, MSE: 303.07977785534683, MAPE: 25.75%
Accuracy for Europe and Product 628:
MAE: 4.4273359071006855, MSE: 26.096016313824144, MAPE: 10.89%
Accuracy for Europe and Product 629:
MAE: 11.107109732190686, MSE: 166.73471381005214, MAPE: 27.49%
Accuracy for Europe and Product 630:
MAE: 15.197415213662817, MSE: 288.94134010793334, MAPE: 44.39%
Accuracy for Europe and Product 631:
MAE: 7.734596657256422, MSE: 101.28974983754173, MAPE: 13.07%
Accuracy for Europe and Product 632:
MAE: 10.348082047564882, MSE: 168.4019649389292, MAPE: 24.56%
Accuracy for Europe and Product 633:
MAE: 25.713204521746377, MSE: 732.4765756576056, MAPE: 192.87%
Accuracy for Europe and Product 634:
MAE: 10.993886056265989, MSE: 176.2548938808775, MAPE: 35.59%
Accuracy for Europe and Product 635:
MAE: 10.070109742563606, MSE: 151.52205382303777, MAPE: 29.99%
Accuracy for Europe and Product 636:
MAE: 18.296072959081744, MSE: 522.0821009605776, MAPE: 55.44%
Accuracy for Europe and Product 637:
MAE: 12.619846949375415, MSE: 258.97026785893394, MAPE: 46.86%
Accuracy for Europe and Product 638:
MAE: 12.455811080767264, MSE: 207.06535508928147, MAPE: 42.46%
Accuracy for Europe and Product 639:
MAE: 14.34819526536756, MSE: 236.33824994787796, MAPE: 30.56%
Accuracy for Europe and Product 640:
MAE: 20.20824012068706, MSE: 559.2206886588418, MAPE: 49.81%
Accuracy for Europe and Product 641:
MAE: 25.413750449644105, MSE: 1043.4422338195377, MAPE: 54.40%
Accuracy for Europe and Product 642:
MAE: 14.99356313424251, MSE: 381.7741026648217, MAPE: 92.56%
Accuracy for Europe and Product 643:
MAE: 12.569394425363972, MSE: 182.42623971987027, MAPE: 24.67%
Accuracy for Europe and Product 644:
MAE: 4.853413755960998, MSE: 39.14835877386851, MAPE: 14.46%
Accuracy for Europe and Product 645:
MAE: 19.724269796361405, MSE: 493.5106619342017, MAPE: 105.64%
Accuracy for Europe and Product 646:
MAE: 10.40425980096808, MSE: 166.24881196826317, MAPE: 25.20%
Accuracy for Europe and Product 647:
MAE: 9.757109480985255, MSE: 156.46456265985051, MAPE: 33.62%
Accuracy for Europe and Product 648:
MAE: 14.925302136685456, MSE: 374.05173713622906, MAPE: 36.89%
Accuracy for Europe and Product 649:
MAE: 7.399822226531912, MSE: 103.39749188998906, MAPE: 16.71%
Accuracy for Europe and Product 650:
MAE: 16.317977004196173, MSE: 320.3826195264138, MAPE: 48.58%
Accuracy for Europe and Product 651:
MAE: 16.366598877504156, MSE: 288.6805200879422, MAPE: 43.74%
Accuracy for Europe and Product 652:
MAE: 19.61431863938625, MSE: 486.28741815558334, MAPE: 76.88%
Accuracy for Europe and Product 653:
MAE: 6.402351753893754, MSE: 57.378914312456324, MAPE: 17.32%
Accuracy for Europe and Product 654:
MAE: 20.021596214496626, MSE: 562.9937426277287, MAPE: 74.15%
Accuracy for Europe and Product 655:
MAE: 13.171419597185027, MSE: 329.9075456902161, MAPE: 29.73%
Accuracy for Europe and Product 656:
MAE: 15.063390909958603, MSE: 317.78807021391515, MAPE: 47.45%
Accuracy for Europe and Product 657:
MAE: 15.44137417045954, MSE: 302.7436423999728, MAPE: 37.52%
Accuracy for Europe and Product 658:
MAE: 13.989399031654603, MSE: 262.0057684669349, MAPE: 46.64%
Accuracy for Europe and Product 659:
MAE: 7.418611256332165, MSE: 71.85174163464691, MAPE: 23.31%
Accuracy for Europe and Product 660:
MAE: 10.675399691050073, MSE: 155.39130905748686, MAPE: 25.81%
Accuracy for Europe and Product 661:
MAE: 24.27760838862334, MSE: 725.5593225553172, MAPE: 56.96%
Accuracy for Europe and Product 662:
MAE: 9.152505850062768, MSE: 116.54281927020108, MAPE: 37.92%
Accuracy for Europe and Product 663:
MAE: 12.397573544135707, MSE: 213.0431185344744, MAPE: 47.23%
Accuracy for Europe and Product 664:
MAE: 9.18577070682252, MSE: 111.90494284808226, MAPE: 31.26%
Accuracy for Europe and Product 665:
MAE: 10.718832174006865, MSE: 140.58289635990667, MAPE: 24.40%
Accuracy for Europe and Product 666:
MAE: 12.091246448785732, MSE: 249.63217696416206, MAPE: 35.74%
Accuracy for Europe and Product 667:
MAE: 7.647236396856785, MSE: 100.03261603432163, MAPE: 22.52%
Accuracy for Europe and Product 668:
MAE: 4.320167541882706, MSE: 34.281521367364725, MAPE: 11.86%
Accuracy for Europe and Product 669:
MAE: 15.602557693738188, MSE: 294.1856567031635, MAPE: 58.44%
Accuracy for Europe and Product 670:
MAE: 14.04437355705349, MSE: 217.1981936182877, MAPE: 43.24%
Accuracy for Europe and Product 671:
MAE: 7.400634998138298, MSE: 78.38303494295546, MAPE: 24.11%
Accuracy for Europe and Product 672:
MAE: 17.505743609090196, MSE: 415.83547900031374, MAPE: 59.67%
Accuracy for Europe and Product 673:
MAE: 18.84834702065956, MSE: 453.9080376172973, MAPE: 88.79%
Accuracy for Europe and Product 674:
MAE: 16.745906463769796, MSE: 361.57232797886587, MAPE: 40.51%
Accuracy for Europe and Product 675:
MAE: 11.412688596441878, MSE: 149.485000950462, MAPE: 37.02%
Accuracy for Europe and Product 676:
MAE: 13.817223956116436, MSE: 257.6350307145325, MAPE: 47.51%
Accuracy for Europe and Product 677:
MAE: 7.498872803361261, MSE: 66.85181869312312, MAPE: 21.11%
Accuracy for Europe and Product 678:
MAE: 8.877697998561525, MSE: 129.18628503820304, MAPE: 22.06%
Accuracy for Europe and Product 679:
MAE: 19.529581558942454, MSE: 527.3875091057513, MAPE: 83.44%
Accuracy for Europe and Product 680:
MAE: 7.131553255979067, MSE: 70.9031390999516, MAPE: 17.78%
Accuracy for Europe and Product 681:
MAE: 16.20602764578647, MSE: 305.2561445316995, MAPE: 54.38%
Accuracy for Europe and Product 682:
MAE: 11.67150878465452, MSE: 215.1005764269925, MAPE: 44.06%
Accuracy for Europe and Product 683:
MAE: 10.170042456046867, MSE: 190.61975259456864, MAPE: 24.38%
Accuracy for Europe and Product 684:
MAE: 16.481598785922735, MSE: 324.25194776253306, MAPE: 39.01%
Accuracy for Europe and Product 685:
MAE: 12.54936408691816, MSE: 285.03428169164624, MAPE: 30.04%
Accuracy for Europe and Product 686:
MAE: 17.706515938347923, MSE: 383.53889750260635, MAPE: 50.38%
Accuracy for Europe and Product 687:
MAE: 7.056608872216032, MSE: 66.85431302281854, MAPE: 30.24%
Accuracy for Europe and Product 688:
MAE: 8.079480867598253, MSE: 106.03978044926642, MAPE: 20.38%
Accuracy for Europe and Product 689:
MAE: 11.939488518130597, MSE: 233.74046214864242, MAPE: 58.27%
Accuracy for Europe and Product 690:
MAE: 6.521829945674568, MSE: 81.39506705933482, MAPE: 16.17%
Accuracy for Europe and Product 691:
MAE: 12.84821085670328, MSE: 218.74339551230008, MAPE: 49.14%
Accuracy for Europe and Product 692:
MAE: 18.954759268795765, MSE: 393.2937976120831, MAPE: 62.23%
Accuracy for Europe and Product 693:
MAE: 4.581233326900312, MSE: 37.12912741178256, MAPE: 17.79%
Accuracy for Europe and Product 694:
MAE: 17.419532490813136, MSE: 391.16875069730605, MAPE: 115.37%
Accuracy for Europe and Product 695:
MAE: 8.955689089304261, MSE: 122.17738249330009, MAPE: 25.32%
Accuracy for Europe and Product 696:
MAE: 12.91396972281295, MSE: 233.83363817581548, MAPE: 29.03%
Accuracy for Europe and Product 697:
MAE: 12.83907712072039, MSE: 202.5035556819994, MAPE: 43.34%
Accuracy for Europe and Product 698:
MAE: 10.826324141281315, MSE: 157.5172416583492, MAPE: 38.15%
Accuracy for Europe and Product 699:
MAE: 9.365378175475298, MSE: 111.83203561479579, MAPE: 41.85%
Accuracy for Europe and Product 700:
MAE: 13.875560113851748, MSE: 316.17583442389343, MAPE: 325.30%
Accuracy for Europe and Product 701:
MAE: 18.79284686284305, MSE: 420.2601309495866, MAPE: 73.20%
Accuracy for Europe and Product 702:
MAE: 8.481813637664077, MSE: 162.07624794313537, MAPE: 45.31%
Accuracy for Europe and Product 703:
MAE: 9.873474076573299, MSE: 136.42607934251782, MAPE: 30.12%
Accuracy for Europe and Product 704:
MAE: 13.927756318402505, MSE: 237.79787858291053, MAPE: 42.72%
Accuracy for Europe and Product 705:
MAE: 15.915554340710097, MSE: 573.7501181073982, MAPE: 35.79%
Accuracy for Europe and Product 706:
MAE: 14.139156578177642, MSE: 550.9916625211916, MAPE: 24.69%
Accuracy for Europe and Product 707:
MAE: 15.080773746120087, MSE: 321.95065771465204, MAPE: 47.74%
Accuracy for Europe and Product 708:
MAE: 18.59989902705435, MSE: 398.15164355065724, MAPE: 51.40%
Accuracy for Europe and Product 709:
MAE: 6.708722439768602, MSE: 67.50744777292238, MAPE: 20.69%
Accuracy for Europe and Product 710:
MAE: 13.113083106793937, MSE: 256.29829317825397, MAPE: 50.78%
Accuracy for Europe and Product 711:
MAE: 8.281319543046136, MSE: 95.19713762849196, MAPE: 17.41%
Accuracy for Europe and Product 712:
MAE: 11.035151316924777, MSE: 154.39960030372703, MAPE: 24.90%
Accuracy for Europe and Product 713:
MAE: 8.806569235772196, MSE: 139.94118696997006, MAPE: 33.07%
Accuracy for Europe and Product 714:
MAE: 11.310938690525617, MSE: 230.4617843229765, MAPE: 25.86%
Accuracy for Europe and Product 715:
MAE: 21.48704901172137, MSE: 525.9706316681429, MAPE: 56.65%
Accuracy for Europe and Product 716:
MAE: 11.233007156957424, MSE: 298.8679254216692, MAPE: 35.17%
Accuracy for Europe and Product 717:
MAE: 6.207322831493272, MSE: 75.75225123065451, MAPE: 15.73%
Accuracy for Europe and Product 718:
MAE: 9.96281922354567, MSE: 120.25287479085732, MAPE: 34.76%
Accuracy for Europe and Product 719:
MAE: 6.830393247199102, MSE: 81.68937832505188, MAPE: 13.54%
Accuracy for Europe and Product 720:
MAE: 15.779381980494781, MSE: 325.0016368734679, MAPE: 44.67%
Accuracy for Europe and Product 721:
MAE: 12.576290203539164, MSE: 245.79850175932015, MAPE: 32.29%
Accuracy for Europe and Product 722:
MAE: 8.992221612575008, MSE: 138.24302718207912, MAPE: 34.12%
Accuracy for Europe and Product 723:
MAE: 10.093066905019503, MSE: 143.4244839897545, MAPE: 31.63%
Accuracy for Europe and Product 724:
MAE: 14.948166327459045, MSE: 274.25783224476464, MAPE: 40.08%
Accuracy for Europe and Product 725:
MAE: 12.362400884817172, MSE: 183.97613545966232, MAPE: 39.03%
Accuracy for Europe and Product 726:
MAE: 22.51257374042196, MSE: 552.0125556564412, MAPE: 64.30%
Accuracy for Europe and Product 727:
MAE: 9.991315688008905, MSE: 118.02427227950757, MAPE: 27.57%
Accuracy for Europe and Product 728:
MAE: 21.420140466519413, MSE: 635.226213305211, MAPE: 45.79%
Accuracy for Europe and Product 729:
MAE: 9.57643483980571, MSE: 164.90446828355485, MAPE: 33.39%
Accuracy for Europe and Product 730:
MAE: 16.742633668153985, MSE: 402.3466427220988, MAPE: 42.12%
Accuracy for Europe and Product 731:
MAE: 13.251169987129936, MSE: 378.32672140435824, MAPE: 27.81%
Accuracy for Europe and Product 732:
MAE: 9.603169993758106, MSE: 199.35801937745214, MAPE: 23.58%
Accuracy for Europe and Product 733:
MAE: 18.502943761273535, MSE: 422.8298681113952, MAPE: 84.15%
Accuracy for Europe and Product 734:
MAE: 15.854509742346213, MSE: 465.19900278563046, MAPE: 68.82%
Accuracy for Europe and Product 735:
MAE: 17.90015724698824, MSE: 398.91711933406634, MAPE: 173.72%
Accuracy for Europe and Product 736:
MAE: 8.4240408567715, MSE: 115.55680891953776, MAPE: 24.90%
Accuracy for Europe and Product 737:
MAE: 19.545597649909233, MSE: 490.8080284617894, MAPE: 47.22%
Accuracy for Europe and Product 738:
MAE: 3.347006860508133, MSE: 21.782345110187975, MAPE: 13.25%
Accuracy for Europe and Product 739:
MAE: 12.16337736865361, MSE: 180.73584565520514, MAPE: 46.80%
Accuracy for Europe and Product 740:
MAE: 12.054351826297621, MSE: 169.57238776512463, MAPE: 44.40%
Accuracy for Europe and Product 741:
MAE: 7.795769516578064, MSE: 78.5262489322877, MAPE: 31.55%
Accuracy for Europe and Product 742:
MAE: 16.51303081424025, MSE: 328.526113172118, MAPE: 56.50%
Accuracy for Europe and Product 743:
MAE: 7.7886384893070755, MSE: 78.99442652036412, MAPE: 36.23%
Accuracy for Europe and Product 744:
MAE: 10.31133225778414, MSE: 136.99168581809937, MAPE: 60.30%
Accuracy for Europe and Product 745:
MAE: 15.16781338218556, MSE: 253.6589355534949, MAPE: 64.80%
Accuracy for Europe and Product 746:
MAE: 11.177981497961815, MSE: 194.65162979933615, MAPE: 37.47%
Accuracy for Europe and Product 747:
MAE: 12.91664669567373, MSE: 220.35269267297903, MAPE: 113.82%
Accuracy for Europe and Product 748:
MAE: 11.763137029515999, MSE: 217.15613182140936, MAPE: 30.85%
Accuracy for Europe and Product 749:
MAE: 16.695851832079438, MSE: 497.42620873452125, MAPE: 58.86%
Accuracy for Europe and Product 750:
MAE: 12.03847228455084, MSE: 179.14699058150023, MAPE: 32.85%
Accuracy for Europe and Product 751:
MAE: 12.607947062833608, MSE: 363.6684858898388, MAPE: 34.04%
Accuracy for Europe and Product 752:
MAE: 14.050690149833613, MSE: 296.8657758490363, MAPE: 45.07%
Accuracy for Europe and Product 753:
MAE: 14.950282552663037, MSE: 252.36521104809344, MAPE: 38.86%
Accuracy for Europe and Product 754:
MAE: 14.352844791045175, MSE: 293.1034381918205, MAPE: 41.68%
Accuracy for Europe and Product 755:
MAE: 13.233170768806104, MSE: 276.2916205385254, MAPE: 28.06%
Accuracy for Europe and Product 756:
MAE: 15.266213187407203, MSE: 365.08343912844936, MAPE: 49.68%
Accuracy for Europe and Product 757:
MAE: 10.142918389211683, MSE: 138.07169533172774, MAPE: 28.22%
Accuracy for Europe and Product 758:
MAE: 10.858019381254653, MSE: 160.94182855233146, MAPE: 30.25%
Accuracy for Europe and Product 759:
MAE: 10.908902237869166, MSE: 155.93326570852656, MAPE: 30.40%
Accuracy for Europe and Product 760:
MAE: 9.97951869588174, MSE: 140.47860423755623, MAPE: 29.48%
Accuracy for Europe and Product 761:
MAE: 10.81495723786939, MSE: 143.29015294614277, MAPE: 43.95%
Accuracy for Europe and Product 762:
MAE: 24.738546781447013, MSE: 845.2073619516608, MAPE: 70.20%
Accuracy for Europe and Product 763:
MAE: 15.638898582430008, MSE: 400.0775142692758, MAPE: 84.69%
Accuracy for Europe and Product 764:
MAE: 12.723242424313172, MSE: 198.47900707644357, MAPE: 25.08%
Accuracy for Europe and Product 765:
MAE: 11.957002460528575, MSE: 244.40810590632344, MAPE: 87.67%
Accuracy for Europe and Product 766:
MAE: 8.869249444123378, MSE: 105.58944753573806, MAPE: 28.78%
Accuracy for Europe and Product 767:
MAE: 13.401779174744338, MSE: 288.39636846257326, MAPE: 113.78%
Accuracy for Europe and Product 768:
MAE: 13.22796615304116, MSE: 230.81816653620317, MAPE: 29.77%
Accuracy for Europe and Product 769:
MAE: 10.762118755147881, MSE: 150.43176792112467, MAPE: 31.57%
Accuracy for Europe and Product 770:
MAE: 15.020844686020984, MSE: 371.8657035800595, MAPE: 31.32%
Accuracy for Europe and Product 771:
MAE: 10.473110085193408, MSE: 208.22291515900156, MAPE: 29.14%
Accuracy for Europe and Product 772:
MAE: 12.682779932253862, MSE: 279.13195097461664, MAPE: 556.14%
Accuracy for Europe and Product 773:
MAE: 27.943625773909776, MSE: 818.7091148215807, MAPE: 74.53%
Accuracy for Europe and Product 774:
MAE: 2.949726479477171, MSE: 11.472714961176312, MAPE: 8.32%
Accuracy for Europe and Product 775:
MAE: 17.376205026342735, MSE: 443.4796957849562, MAPE: 48.72%
Accuracy for Europe and Product 776:
MAE: 14.583360852271724, MSE: 284.56694568048687, MAPE: 45.42%
Accuracy for Europe and Product 777:
MAE: 9.198405787801269, MSE: 124.12369598999297, MAPE: 22.46%
Accuracy for Europe and Product 778:
MAE: 5.934804217970964, MSE: 58.97090007636605, MAPE: 12.43%
Accuracy for Europe and Product 779:
MAE: 10.723120666288258, MSE: 156.49778787031374, MAPE: 29.00%
Accuracy for Europe and Product 780:
MAE: 12.01987961390282, MSE: 234.57983270444498, MAPE: 45.11%
Accuracy for Europe and Product 781:
MAE: 11.73097705964041, MSE: 181.59789040153424, MAPE: 34.30%
Accuracy for Europe and Product 782:
MAE: 5.4969949627812245, MSE: 49.541808542776586, MAPE: 13.42%
Accuracy for Europe and Product 783:
MAE: 10.581005139306445, MSE: 195.65593493194643, MAPE: 29.03%
Accuracy for Europe and Product 784:
MAE: 7.622604693250873, MSE: 87.38563646081195, MAPE: 32.72%
Accuracy for Europe and Product 785:
MAE: 8.232345828641364, MSE: 144.35582193799178, MAPE: 23.79%
Accuracy for Europe and Product 786:
MAE: 11.723120897857873, MSE: 178.01743988319876, MAPE: 30.02%
Accuracy for Europe and Product 787:
MAE: 11.174264100227173, MSE: 305.026465736094, MAPE: 31.30%
Accuracy for Europe and Product 788:
MAE: 12.196696510985046, MSE: 197.34579820660207, MAPE: 47.79%
Accuracy for Europe and Product 789:
MAE: 6.323519306461996, MSE: 45.776116389065464, MAPE: 16.69%
Accuracy for Europe and Product 790:
MAE: 14.06516370095439, MSE: 295.0984364841043, MAPE: 78.97%
Accuracy for Europe and Product 791:
MAE: 18.13579646425598, MSE: 343.6602112490033, MAPE: 49.75%
Accuracy for Europe and Product 792:
MAE: 16.601818191941426, MSE: 376.0813778880585, MAPE: 43.96%
Accuracy for Europe and Product 793:
MAE: 20.295203768628102, MSE: 547.9157540680601, MAPE: 187.25%
Accuracy for Europe and Product 794:
MAE: 15.207735647455644, MSE: 347.78620574512814, MAPE: 40.46%
Accuracy for Europe and Product 795:
MAE: 7.557072558237579, MSE: 80.5624734530011, MAPE: 13.38%
Accuracy for Europe and Product 796:
MAE: 8.524997888879168, MSE: 102.9676217693046, MAPE: 21.62%
Accuracy for Europe and Product 797:
MAE: 21.81335825725222, MSE: 543.6419452702515, MAPE: 68.20%
Accuracy for Europe and Product 798:
MAE: 14.332767193894204, MSE: 287.8822848627842, MAPE: 35.23%
Accuracy for Europe and Product 799:
MAE: 18.3218685865844, MSE: 390.39557042375543, MAPE: 54.99%
Accuracy for Europe and Product 800:
MAE: 15.646851807445861, MSE: 326.4711192259477, MAPE: 55.94%
Accuracy for Europe and Product 801:
MAE: 24.82319999934012, MSE: 661.9822611725704, MAPE: 96.83%
Accuracy for Europe and Product 802:
MAE: 14.53515523006999, MSE: 350.17690083868376, MAPE: 43.29%
Accuracy for Europe and Product 803:
MAE: 13.953833291134321, MSE: 236.53398418560428, MAPE: 38.02%
Accuracy for Europe and Product 804:
MAE: 9.59328967915917, MSE: 138.19889379402645, MAPE: 21.11%
Accuracy for Europe and Product 805:
MAE: 15.800653835242661, MSE: 331.3792211181426, MAPE: 44.61%
Accuracy for Europe and Product 806:
MAE: 13.985731193093056, MSE: 297.41013872081703, MAPE: 38.17%
Accuracy for Europe and Product 807:
MAE: 10.149754233638092, MSE: 121.28549530092116, MAPE: 56.39%
Accuracy for Europe and Product 808:
MAE: 20.675041301342883, MSE: 766.2389875359045, MAPE: 92.63%
Accuracy for Europe and Product 809:
MAE: 15.914487517723714, MSE: 442.42630438777513, MAPE: 37.93%
Accuracy for Europe and Product 810:
MAE: 15.856665202362702, MSE: 311.12124660924366, MAPE: 41.37%
Accuracy for Europe and Product 811:
MAE: 10.354629123626745, MSE: 168.3548333139725, MAPE: 44.89%
Accuracy for Europe and Product 812:
MAE: 14.219203383035932, MSE: 347.64580361107653, MAPE: 42.33%
Accuracy for Europe and Product 813:
MAE: 13.394549240488505, MSE: 226.08931038982973, MAPE: 57.73%
Accuracy for Europe and Product 814:
MAE: 8.14813588474184, MSE: 87.13593633600307, MAPE: 18.71%
Accuracy for Europe and Product 815:
MAE: 16.96711388545349, MSE: 367.63810406318726, MAPE: 73.79%
Accuracy for Europe and Product 816:
MAE: 16.759429135237244, MSE: 452.47567929240665, MAPE: 70.25%
Accuracy for Europe and Product 817:
MAE: 20.803749057930446, MSE: 665.2756527367035, MAPE: 86.39%
Accuracy for Europe and Product 818:
MAE: 15.95298200476366, MSE: 361.62722257597403, MAPE: 38.73%
Accuracy for Europe and Product 819:
MAE: 7.396171568594616, MSE: 73.22396905567608, MAPE: 18.67%
Accuracy for Europe and Product 820:
MAE: 7.525312069845704, MSE: 89.09751818259113, MAPE: 17.23%
Accuracy for Europe and Product 821:
MAE: 13.248475569274415, MSE: 190.3358117677579, MAPE: 43.49%
Accuracy for Europe and Product 822:
MAE: 14.01304590522949, MSE: 249.32580966820956, MAPE: 30.68%
Accuracy for Europe and Product 823:
MAE: 10.687513852240242, MSE: 130.306786752788, MAPE: 26.05%
Accuracy for Europe and Product 824:
MAE: 10.546002076018045, MSE: 177.21659221822918, MAPE: 48.63%
Accuracy for Europe and Product 825:
MAE: 12.384895459058885, MSE: 180.91075306485737, MAPE: 25.98%
Accuracy for Europe and Product 826:
MAE: 16.9813847915455, MSE: 556.8966843013065, MAPE: 40.30%
Accuracy for Europe and Product 827:
MAE: 13.256929099958716, MSE: 233.0571473645307, MAPE: 39.96%
Accuracy for Europe and Product 828:
MAE: 11.619000357172677, MSE: 148.64438914013138, MAPE: 35.08%
Accuracy for Europe and Product 829:
MAE: 10.696025101982707, MSE: 140.7289538999157, MAPE: 29.10%
Accuracy for Europe and Product 830:
MAE: 6.902657006520331, MSE: 60.897796464817645, MAPE: 18.16%
Accuracy for Europe and Product 831:
MAE: 9.972746010121714, MSE: 160.85463407967808, MAPE: 15.51%
Accuracy for Europe and Product 832:
MAE: 19.53787694058378, MSE: 458.97672744223667, MAPE: 67.66%
Accuracy for Europe and Product 833:
MAE: 13.924676490869956, MSE: 320.8184297932945, MAPE: 66.37%
Accuracy for Europe and Product 834:
MAE: 15.01086427138036, MSE: 338.9189545132957, MAPE: 55.64%
Accuracy for Europe and Product 835:
MAE: 19.204593697647617, MSE: 433.8224260832355, MAPE: 39.06%
Accuracy for Europe and Product 836:
MAE: 19.042020257296418, MSE: 474.4002333264678, MAPE: 92.47%
Accuracy for Europe and Product 837:
MAE: 14.886759519857112, MSE: 298.13183873811874, MAPE: 38.53%
Accuracy for Europe and Product 838:
MAE: 13.718776032821546, MSE: 209.8321274415163, MAPE: 42.05%
Accuracy for Europe and Product 839:
MAE: 12.310493268449216, MSE: 200.65161548634586, MAPE: 51.28%
Accuracy for Europe and Product 840:
MAE: 12.472079067531192, MSE: 225.45607108689472, MAPE: 44.48%
Accuracy for Europe and Product 841:
MAE: 21.18438402922062, MSE: 460.8156424991777, MAPE: 66.59%
Accuracy for Europe and Product 842:
MAE: 10.884851551135931, MSE: 138.2679852403542, MAPE: 24.07%
Accuracy for Europe and Product 843:
MAE: 7.32607835484262, MSE: 59.784922611700075, MAPE: 19.72%
Accuracy for Europe and Product 844:
MAE: 12.45197721352714, MSE: 163.4365624937256, MAPE: 29.51%
Accuracy for Europe and Product 845:
MAE: 11.69682379942526, MSE: 194.33888344672553, MAPE: 30.13%
Accuracy for Europe and Product 846:
MAE: 16.000078075302973, MSE: 325.45840278615265, MAPE: 45.42%
Accuracy for Europe and Product 847:
MAE: 13.061250546039819, MSE: 259.7102492370671, MAPE: 27.19%
Accuracy for Europe and Product 848:
MAE: 10.314062595742104, MSE: 162.02881280604396, MAPE: 29.78%
Accuracy for Europe and Product 849:
MAE: 14.875924807720537, MSE: 253.36876729956808, MAPE: 45.48%
Accuracy for Europe and Product 850:
MAE: 11.385882094846368, MSE: 354.8134126337151, MAPE: 55.64%
Accuracy for Europe and Product 851:
MAE: 9.326504168750244, MSE: 139.19758763286615, MAPE: 43.53%
Accuracy for Europe and Product 852:
MAE: 15.309330592238265, MSE: 299.69273331446885, MAPE: 49.10%
Accuracy for Europe and Product 853:
MAE: 13.758530298815526, MSE: 243.73628613540168, MAPE: 37.07%
Accuracy for Europe and Product 854:
MAE: 15.148981269884368, MSE: 322.33516303754, MAPE: 39.77%
Accuracy for Europe and Product 855:
MAE: 14.750475128922782, MSE: 264.00464236852247, MAPE: 36.83%
Accuracy for Europe and Product 856:
MAE: 6.404601068036317, MSE: 54.54016642673398, MAPE: 16.32%
Accuracy for Europe and Product 857:
MAE: 18.663138648649188, MSE: 653.7759986014086, MAPE: 61.78%
Accuracy for Europe and Product 858:
MAE: 14.390595292737236, MSE: 354.5348306983069, MAPE: 160.17%
Accuracy for Europe and Product 859:
MAE: 16.021496353251845, MSE: 309.4468781380095, MAPE: 43.55%
Accuracy for Europe and Product 860:
MAE: 9.314382033456537, MSE: 125.9448556129513, MAPE: 24.06%
Accuracy for Europe and Product 861:
MAE: 11.27123275591404, MSE: 304.8872719295513, MAPE: 19.81%
Accuracy for Europe and Product 862:
MAE: 10.909053411924502, MSE: 127.18738250439453, MAPE: 20.80%
Accuracy for Europe and Product 863:
MAE: 12.749470486000384, MSE: 233.14664936458294, MAPE: 45.17%
Accuracy for Europe and Product 864:
MAE: 7.335451660300045, MSE: 67.38538017373591, MAPE: 20.57%
Accuracy for Europe and Product 865:
MAE: 11.48077846945155, MSE: 265.00681307370826, MAPE: 27.20%
Accuracy for Europe and Product 866:
MAE: 16.29017517840175, MSE: 504.0875854209133, MAPE: 248.86%
Accuracy for Europe and Product 867:
MAE: 11.71840613985322, MSE: 202.63957126765231, MAPE: 39.35%
Accuracy for Europe and Product 868:
MAE: 14.36975034308997, MSE: 251.42871406222383, MAPE: 48.39%
Accuracy for Europe and Product 869:
MAE: 22.078598508601, MSE: 704.523002699945, MAPE: 52.07%
Accuracy for Europe and Product 870:
MAE: 14.116434881013566, MSE: 271.79360627288645, MAPE: 96.94%
Accuracy for Europe and Product 871:
MAE: 23.617137680713775, MSE: 821.2447997619672, MAPE: 77.94%
Accuracy for Europe and Product 872:
MAE: 12.819732647486557, MSE: 298.5798598043189, MAPE: 73.33%
Accuracy for Europe and Product 873:
MAE: 13.726659434228457, MSE: 217.90471124665117, MAPE: 34.07%
Accuracy for Europe and Product 874:
MAE: 2.562670074327582, MSE: 9.691916101069136, MAPE: 8.26%
Accuracy for Europe and Product 875:
MAE: 13.664137954602845, MSE: 329.47954120279473, MAPE: 33.73%
Accuracy for Europe and Product 876:
MAE: 14.646839549625753, MSE: 320.10986103789566, MAPE: 30.38%
Accuracy for Europe and Product 877:
MAE: 14.368931392125205, MSE: 377.113508322972, MAPE: 27.39%
Accuracy for Europe and Product 878:
MAE: 8.540913298731812, MSE: 96.09638536506085, MAPE: 25.61%
Accuracy for Europe and Product 879:
MAE: 16.05184880117894, MSE: 320.70844567223696, MAPE: 40.19%
Accuracy for Europe and Product 880:
MAE: 17.415343322320293, MSE: 477.9155574630155, MAPE: 56.53%
Accuracy for Europe and Product 881:
MAE: 16.801678413673624, MSE: 346.68974099505175, MAPE: 52.49%
Accuracy for Europe and Product 882:
MAE: 13.85331328926598, MSE: 344.93147360026273, MAPE: 61.67%
Accuracy for Europe and Product 883:
MAE: 15.130448481255632, MSE: 360.48564734498115, MAPE: 60.77%
Accuracy for Europe and Product 884:
MAE: 16.657999681100264, MSE: 315.4366423232812, MAPE: 57.16%
Accuracy for Europe and Product 885:
MAE: 10.836644431662648, MSE: 178.70227461465382, MAPE: 39.91%
Accuracy for Europe and Product 886:
MAE: 10.971936471203827, MSE: 169.03305192915462, MAPE: 45.30%
Accuracy for Europe and Product 887:
MAE: 15.185110218652436, MSE: 304.4014523088728, MAPE: 100.77%
Accuracy for Europe and Product 888:
MAE: 10.441622429949172, MSE: 123.65244022125657, MAPE: 35.24%
Accuracy for Europe and Product 889:
MAE: 6.062510064677776, MSE: 47.11997954563186, MAPE: 20.32%
Accuracy for Europe and Product 890:
MAE: 19.888275811169432, MSE: 459.20523294777684, MAPE: 63.54%
Accuracy for Europe and Product 891:
MAE: 6.787979588261332, MSE: 75.49463463007314, MAPE: 17.49%
Accuracy for Europe and Product 892:
MAE: 14.520165294515271, MSE: 437.4646503940785, MAPE: 28.41%
Accuracy for Europe and Product 893:
MAE: 10.469422853808735, MSE: 218.1828751901247, MAPE: 18.75%
Accuracy for Europe and Product 894:
MAE: 15.804428186703685, MSE: 291.50438958454464, MAPE: 45.27%
Accuracy for Europe and Product 895:
MAE: 13.162695565635925, MSE: 205.29647987093009, MAPE: 42.92%
Accuracy for Europe and Product 896:
MAE: 17.99895687918977, MSE: 453.6911791614413, MAPE: 48.68%
Accuracy for Europe and Product 897:
MAE: 16.058015609009146, MSE: 335.68484290288484, MAPE: 79.92%
Accuracy for Europe and Product 898:
MAE: 11.739803530101419, MSE: 249.3520584136695, MAPE: 31.55%
Accuracy for Europe and Product 899:
MAE: 14.099756570032923, MSE: 312.7511891788424, MAPE: 38.10%
Accuracy for Europe and Product 900:
MAE: 18.736850733353954, MSE: 472.9123001322503, MAPE: 77.94%
Accuracy for Europe and Product 901:
MAE: 6.075077172367919, MSE: 99.62798357651798, MAPE: 25.58%
Accuracy for Europe and Product 902:
MAE: 16.489426373782088, MSE: 602.8600275813492, MAPE: 37.98%
Accuracy for Europe and Product 903:
MAE: 12.580257539200868, MSE: 259.51918256072884, MAPE: 42.59%
Accuracy for Europe and Product 904:
MAE: 12.369746010961276, MSE: 202.21889582735437, MAPE: 31.82%
Accuracy for Europe and Product 905:
MAE: 10.472943953671676, MSE: 155.36196324168753, MAPE: 20.71%
Accuracy for Europe and Product 906:
MAE: 4.735494031100442, MSE: 30.9927017958481, MAPE: 14.23%
Accuracy for Europe and Product 907:
MAE: 19.151398107635984, MSE: 469.98192815775644, MAPE: 41.44%
Accuracy for Europe and Product 908:
MAE: 11.685139409604982, MSE: 229.37339633301085, MAPE: 25.91%
Accuracy for Europe and Product 909:
MAE: 12.552796693231517, MSE: 306.9729017385081, MAPE: 56.81%
Accuracy for Europe and Product 910:
MAE: 13.571751047482909, MSE: 298.4147092960483, MAPE: 47.57%
Accuracy for Europe and Product 911:
MAE: 15.02699767386926, MSE: 295.8305134818513, MAPE: 52.19%
Accuracy for Europe and Product 912:
MAE: 11.194871502835907, MSE: 202.95259069317356, MAPE: 46.75%
Accuracy for Europe and Product 913:
MAE: 11.55935734239426, MSE: 223.40338082240092, MAPE: 26.18%
Accuracy for Europe and Product 914:
MAE: 4.332139657004122, MSE: 25.365564056783576, MAPE: 23.43%
Accuracy for Europe and Product 915:
MAE: 22.65413748164259, MSE: 750.4238545174265, MAPE: 214.57%
Accuracy for Europe and Product 916:
MAE: 20.084131830689955, MSE: 549.8173560103729, MAPE: 112.30%
Accuracy for Europe and Product 917:
MAE: 8.90007368651655, MSE: 121.1829430634347, MAPE: 48.36%
Accuracy for Europe and Product 918:
MAE: 16.853275840157785, MSE: 424.4129031664652, MAPE: 51.64%
Accuracy for Europe and Product 919:
MAE: 21.778806052709403, MSE: 671.2601843531428, MAPE: 63.91%
Accuracy for Europe and Product 920:
MAE: 15.626963482097455, MSE: 328.55283129442194, MAPE: 38.92%
Accuracy for Europe and Product 921:
MAE: 9.24507143069778, MSE: 101.51348030872505, MAPE: 28.29%
Accuracy for Europe and Product 922:
MAE: 12.025969397445136, MSE: 197.37862941985333, MAPE: 36.27%
Accuracy for Europe and Product 923:
MAE: 10.708143317320822, MSE: 178.7390409094554, MAPE: 46.51%
Accuracy for Europe and Product 924:
MAE: 8.110251996104946, MSE: 99.15198155034804, MAPE: 23.74%
Accuracy for Europe and Product 925:
MAE: 7.246576981978707, MSE: 73.55623662896906, MAPE: 25.60%
Accuracy for Europe and Product 926:
MAE: 28.873650881583977, MSE: 1000.5127178683817, MAPE: 98.32%
Accuracy for Europe and Product 927:
MAE: 12.089864476909089, MSE: 200.82728119711027, MAPE: 29.85%
Accuracy for Europe and Product 928:
MAE: 14.61674353483543, MSE: 310.8952675878563, MAPE: 68.01%
Accuracy for Europe and Product 929:
MAE: 8.79071368891607, MSE: 140.5103843668888, MAPE: 21.99%
Accuracy for Europe and Product 930:
MAE: 14.051626856232408, MSE: 257.18718428958266, MAPE: 99.50%
Accuracy for Europe and Product 931:
MAE: 10.31103821160917, MSE: 156.30667731593033, MAPE: 41.41%
Accuracy for Europe and Product 932:
MAE: 10.292337692530047, MSE: 186.290029475805, MAPE: 43.78%
Accuracy for Europe and Product 933:
MAE: 10.078500494060131, MSE: 130.64983342861166, MAPE: 25.70%
Accuracy for Europe and Product 934:
MAE: 12.057836238260714, MSE: 288.47058246356426, MAPE: 72.68%
Accuracy for Europe and Product 935:
MAE: 11.589096143709401, MSE: 151.42059455150599, MAPE: 33.49%
Accuracy for Europe and Product 936:
MAE: 19.3139156748475, MSE: 635.9482988877754, MAPE: 71.25%
Accuracy for Europe and Product 937:
MAE: 11.248974377684524, MSE: 164.30514041957787, MAPE: 32.80%
Accuracy for Europe and Product 938:
MAE: 13.461656976415785, MSE: 245.72331089605981, MAPE: 54.76%
Accuracy for Europe and Product 939:
MAE: 16.636591427969627, MSE: 683.1376200801748, MAPE: 35.26%
Accuracy for Europe and Product 940:
MAE: 17.417056260649154, MSE: 352.30998654179456, MAPE: 45.75%
Accuracy for Europe and Product 941:
MAE: 11.853531294137529, MSE: 180.43965624641626, MAPE: 28.35%
Accuracy for Europe and Product 942:
MAE: 8.526612183334992, MSE: 98.60225927058883, MAPE: 15.17%
Accuracy for Europe and Product 943:
MAE: 13.53622584856808, MSE: 195.0031615210168, MAPE: 37.87%
Accuracy for Europe and Product 944:
MAE: 9.628161950923618, MSE: 122.21345152731234, MAPE: 23.54%
Accuracy for Europe and Product 945:
MAE: 10.884466465818452, MSE: 207.282846701628, MAPE: 40.21%
Accuracy for Europe and Product 946:
MAE: 18.924084258528808, MSE: 549.5762229021642, MAPE: 63.34%
Accuracy for Europe and Product 947:
MAE: 8.20541930726136, MSE: 111.7515113849269, MAPE: 22.95%
Accuracy for Europe and Product 948:
MAE: 9.830018753907314, MSE: 121.26363036300877, MAPE: 31.16%
Accuracy for Europe and Product 949:
MAE: 20.127733772879534, MSE: 687.668386215582, MAPE: 44.34%
Accuracy for Europe and Product 950:
MAE: 6.38547483073246, MSE: 58.61210360144635, MAPE: 16.19%
Accuracy for Europe and Product 951:
MAE: 7.374192284487894, MSE: 56.853621210803375, MAPE: 19.31%
Accuracy for Europe and Product 952:
MAE: 12.312054519087027, MSE: 199.0058692808389, MAPE: 38.92%
Accuracy for Europe and Product 953:
MAE: 13.318278944259754, MSE: 211.30918348445556, MAPE: 36.71%
Accuracy for Europe and Product 954:
MAE: 15.51822118616941, MSE: 305.6128321533727, MAPE: 43.66%
Accuracy for Europe and Product 955:
MAE: 2.614944944689552, MSE: 12.64027924919394, MAPE: 6.45%
Accuracy for Europe and Product 956:
MAE: 11.228150162314863, MSE: 210.204731820793, MAPE: 23.07%
Accuracy for Europe and Product 957:
MAE: 11.687035149332765, MSE: 213.89660532961685, MAPE: 30.30%
Accuracy for Europe and Product 958:
MAE: 10.423285016993383, MSE: 147.9940909418794, MAPE: 35.93%
Accuracy for Europe and Product 959:
MAE: 10.272265717739113, MSE: 250.8990863213124, MAPE: 143.82%
Accuracy for Europe and Product 960:
MAE: 24.10518661978304, MSE: 697.4496994500084, MAPE: 78.22%
Accuracy for Europe and Product 961:
MAE: 11.80736982738836, MSE: 175.89274330787242, MAPE: 33.51%
Accuracy for Europe and Product 962:
MAE: 15.926761604984529, MSE: 403.26008840266, MAPE: 29.57%
Accuracy for Europe and Product 963:
MAE: 16.463795344029723, MSE: 447.6922972486174, MAPE: 95.89%
Accuracy for Europe and Product 964:
MAE: 13.53722935228501, MSE: 240.0309267931337, MAPE: 39.13%
Accuracy for Europe and Product 965:
MAE: 13.035783293015786, MSE: 206.0724824932873, MAPE: 46.65%
Accuracy for Europe and Product 966:
MAE: 23.691070454264274, MSE: 659.9159951987842, MAPE: 101.39%
Accuracy for Europe and Product 967:
MAE: 10.041506142385817, MSE: 103.4009827710026, MAPE: 34.48%
Accuracy for Europe and Product 968:
MAE: 8.63171627144057, MSE: 87.61857562949756, MAPE: 20.28%
Accuracy for Europe and Product 969:
MAE: 9.15451740274863, MSE: 148.79786957263963, MAPE: 25.07%
Accuracy for Europe and Product 970:
MAE: 18.672240111540937, MSE: 524.9221628011634, MAPE: 74.15%
Accuracy for Europe and Product 971:
MAE: 14.176762143797841, MSE: 297.8982257905135, MAPE: 36.38%
Accuracy for Europe and Product 972:
MAE: 17.284757560851425, MSE: 380.9328365889219, MAPE: 48.19%
Accuracy for Europe and Product 973:
MAE: 14.365505006048044, MSE: 264.32640375618746, MAPE: 40.81%
Accuracy for Europe and Product 974:
MAE: 11.351510857979044, MSE: 223.78039096222955, MAPE: 62.80%
Accuracy for Europe and Product 975:
MAE: 9.329273774793432, MSE: 159.77232676501987, MAPE: 20.96%
Accuracy for Europe and Product 976:
MAE: 16.58614478530394, MSE: 344.49775830976034, MAPE: 123.42%
Accuracy for Europe and Product 977:
MAE: 12.164978947276353, MSE: 211.0707974164231, MAPE: 25.90%
Accuracy for Europe and Product 978:
MAE: 16.138264902585963, MSE: 334.81693764803174, MAPE: 53.80%
Accuracy for Europe and Product 979:
MAE: 15.329936658202787, MSE: 387.17908395755506, MAPE: 36.37%
Accuracy for Europe and Product 980:
MAE: 15.557779708844674, MSE: 352.712896374612, MAPE: 53.22%
Accuracy for Europe and Product 981:
MAE: 17.54220437328928, MSE: 437.1723775678018, MAPE: 111.97%
Accuracy for Europe and Product 982:
MAE: 11.00188252063071, MSE: 218.94684662146724, MAPE: 32.21%
Accuracy for Europe and Product 983:
MAE: 16.245652679576285, MSE: 332.2794683813303, MAPE: 43.39%
Accuracy for Europe and Product 984:
MAE: 9.035248931323462, MSE: 117.54072541452578, MAPE: 17.49%
Accuracy for Europe and Product 985:
MAE: 12.09539387769826, MSE: 154.09163324074154, MAPE: 55.44%
Accuracy for Europe and Product 986:
MAE: 8.994101651948714, MSE: 88.74799712178825, MAPE: 23.41%
Accuracy for Europe and Product 987:
MAE: 19.271618031628243, MSE: 465.1886495183615, MAPE: 55.08%
Accuracy for Europe and Product 988:
MAE: 17.95699259431712, MSE: 469.19694649174926, MAPE: 48.88%
Accuracy for Europe and Product 989:
MAE: 12.44472556367177, MSE: 173.86552137957153, MAPE: 30.48%
Accuracy for Europe and Product 990:
MAE: 18.055090761565776, MSE: 420.53290324100317, MAPE: 57.46%
Accuracy for Europe and Product 991:
MAE: 7.211514580130265, MSE: 111.4278845798608, MAPE: 19.92%
Accuracy for Europe and Product 992:
MAE: 6.224521673713828, MSE: 60.64967503263408, MAPE: 18.51%
Accuracy for Europe and Product 993:
MAE: 7.812423106033916, MSE: 104.10385586398233, MAPE: 18.28%
Accuracy for Europe and Product 994:
MAE: 10.69102608409342, MSE: 138.89039630886256, MAPE: 30.96%
Accuracy for Europe and Product 995:
MAE: 19.060796522460475, MSE: 484.5604810118426, MAPE: 186.51%
Accuracy for Europe and Product 996:
MAE: 16.25039340893826, MSE: 501.51213775354455, MAPE: 101.41%
Accuracy for Europe and Product 997:
MAE: 6.3400714265680485, MSE: 45.20666469609801, MAPE: 17.19%
Accuracy for Europe and Product 998:
MAE: 15.237511805393742, MSE: 284.7912371476669, MAPE: 46.32%
Accuracy for Europe and Product 999:
MAE: 10.365994028319282, MSE: 176.9629257677636, MAPE: 44.31%
Accuracy for North America and Product 100:
MAE: 22.403873521433283, MSE: 657.4230584023076, MAPE: 83.80%
Accuracy for North America and Product 101:
MAE: 17.50645368225198, MSE: 383.1803838536954, MAPE: 41.96%
Accuracy for North America and Product 102:
MAE: 12.351090053202572, MSE: 205.50514934234553, MAPE: 22.58%
Accuracy for North America and Product 103:
MAE: 8.481840551971183, MSE: 132.060899110109, MAPE: 28.76%
Accuracy for North America and Product 104:
MAE: 7.5623173930581675, MSE: 81.454294534199, MAPE: 25.37%
Accuracy for North America and Product 105:
MAE: 14.675041222057013, MSE: 272.4124765775171, MAPE: 43.00%
Accuracy for North America and Product 106:
MAE: 18.41249665756236, MSE: 380.96418453051535, MAPE: 56.42%
Accuracy for North America and Product 107:
MAE: 10.428869768816831, MSE: 146.06055380634592, MAPE: 23.40%
Accuracy for North America and Product 108:
MAE: 16.217176053048426, MSE: 295.9922847758661, MAPE: 41.17%
Accuracy for North America and Product 109:
MAE: 10.73304521291583, MSE: 212.87233044919498, MAPE: 40.77%
Accuracy for North America and Product 110:
MAE: 9.89890147346164, MSE: 107.00622882878338, MAPE: 33.73%
Accuracy for North America and Product 111:
MAE: 19.483800577823395, MSE: 582.329294609877, MAPE: 91.60%
Accuracy for North America and Product 112:
MAE: 11.805238202280776, MSE: 164.2727861949148, MAPE: 36.16%
Accuracy for North America and Product 113:
MAE: 10.767616407493032, MSE: 206.3730501840202, MAPE: 35.76%
Accuracy for North America and Product 114:
MAE: 19.86100753172331, MSE: 527.5586722863652, MAPE: 94.23%
Accuracy for North America and Product 115:
MAE: 12.934663989863964, MSE: 252.20734514087025, MAPE: 36.44%
Accuracy for North America and Product 116:
MAE: 6.2708879942913685, MSE: 61.74989888434463, MAPE: 14.91%
Accuracy for North America and Product 117:
MAE: 9.254856435053219, MSE: 189.11305399295932, MAPE: 34.82%
Accuracy for North America and Product 118:
MAE: 18.830032921754498, MSE: 542.7066724288725, MAPE: 56.78%
Accuracy for North America and Product 119:
MAE: 20.101828697368397, MSE: 598.340531748781, MAPE: 41.49%
Accuracy for North America and Product 120:
MAE: 10.395284835598137, MSE: 258.77785748274687, MAPE: 24.14%
Accuracy for North America and Product 121:
MAE: 12.149517658717487, MSE: 207.85320543453963, MAPE: 33.70%
Accuracy for North America and Product 122:
MAE: 13.561326987321896, MSE: 245.12975393359397, MAPE: 38.18%
Accuracy for North America and Product 123:
MAE: 9.674554511293334, MSE: 167.9657611949818, MAPE: 21.14%
Accuracy for North America and Product 124:
MAE: 7.585074451885807, MSE: 107.21635129338142, MAPE: 16.59%
Accuracy for North America and Product 125:
MAE: 15.7006550144827, MSE: 497.07453559157085, MAPE: 27.02%
Accuracy for North America and Product 126:
MAE: 17.113602001808886, MSE: 343.88966870558994, MAPE: 35.65%
Accuracy for North America and Product 127:
MAE: 21.16352515035496, MSE: 697.3360182023996, MAPE: 74.99%
Accuracy for North America and Product 128:
MAE: 15.096022569135794, MSE: 281.1031164905962, MAPE: 77.52%
Accuracy for North America and Product 129:
MAE: 20.92624639236787, MSE: 571.439752785083, MAPE: 63.81%
Accuracy for North America and Product 130:
MAE: 12.805986169240963, MSE: 212.8401559607073, MAPE: 51.21%
Accuracy for North America and Product 131:
MAE: 12.456806097994777, MSE: 180.1723881951599, MAPE: 24.93%
Accuracy for North America and Product 132:
MAE: 13.821471229226386, MSE: 282.26162875366265, MAPE: 41.97%
Accuracy for North America and Product 133:
MAE: 8.000800867966621, MSE: 72.74660972310357, MAPE: 18.77%
Accuracy for North America and Product 134:
MAE: 11.768100331143227, MSE: 159.31391476289394, MAPE: 39.12%
Accuracy for North America and Product 135:
MAE: 10.225101556984745, MSE: 144.750865891174, MAPE: 34.62%
Accuracy for North America and Product 136:
MAE: 10.660498753990158, MSE: 173.21730008835578, MAPE: 35.21%
Accuracy for North America and Product 137:
MAE: 10.115289440787635, MSE: 197.47803651584456, MAPE: 27.82%
Accuracy for North America and Product 138:
MAE: 11.19644386266098, MSE: 143.12353029629352, MAPE: 23.29%
Accuracy for North America and Product 139:
MAE: 7.544784650949739, MSE: 89.51148083437332, MAPE: 19.68%
Accuracy for North America and Product 140:
MAE: 18.925676915761592, MSE: 395.9366084756287, MAPE: 43.92%
Accuracy for North America and Product 141:
MAE: 15.8318464661432, MSE: 291.05162154465125, MAPE: 55.52%
Accuracy for North America and Product 142:
MAE: 8.460405067261462, MSE: 88.37744436014225, MAPE: 19.46%
Accuracy for North America and Product 143:
MAE: 9.799600804259388, MSE: 136.2847134763137, MAPE: 31.94%
Accuracy for North America and Product 144:
MAE: 11.703277996759216, MSE: 257.8050051229376, MAPE: 108.17%
Accuracy for North America and Product 145:
MAE: 21.126864454725844, MSE: 470.0005429030376, MAPE: 43.88%
Accuracy for North America and Product 146:
MAE: 15.501343137250823, MSE: 470.0808340102205, MAPE: 40.30%
Accuracy for North America and Product 147:
MAE: 6.798414840829511, MSE: 77.45498850448453, MAPE: 31.97%
Accuracy for North America and Product 148:
MAE: 7.887738198538604, MSE: 94.68423795537129, MAPE: 22.40%
Accuracy for North America and Product 149:
MAE: 14.357283800818667, MSE: 248.3483618589133, MAPE: 96.17%
Accuracy for North America and Product 150:
MAE: 13.06024509977272, MSE: 252.42682768679666, MAPE: 32.41%
Accuracy for North America and Product 151:
MAE: 12.538027635112378, MSE: 228.03858036824204, MAPE: 57.54%
Accuracy for North America and Product 152:
MAE: 15.300788640030031, MSE: 254.01084243130043, MAPE: 62.58%
Accuracy for North America and Product 153:
MAE: 5.204620542830141, MSE: 34.82802134781471, MAPE: 20.26%
Accuracy for North America and Product 154:
MAE: 16.569664194599234, MSE: 347.03518474014106, MAPE: 48.30%
Accuracy for North America and Product 155:
MAE: 3.2856126185066543, MSE: 17.07894374201569, MAPE: 8.21%
Accuracy for North America and Product 156:
MAE: 15.419181322905057, MSE: 340.39850725319815, MAPE: 72.36%
Accuracy for North America and Product 157:
MAE: 20.27851635527454, MSE: 558.6177613277569, MAPE: 76.11%
Accuracy for North America and Product 158:
MAE: 11.471545152112622, MSE: 144.26240537241173, MAPE: 26.96%
Accuracy for North America and Product 159:
MAE: 14.626447626525835, MSE: 334.82334490799286, MAPE: 54.45%
Accuracy for North America and Product 160:
MAE: 17.10762822675874, MSE: 396.54488280760626, MAPE: 37.41%
Accuracy for North America and Product 161:
MAE: 3.804999393674774, MSE: 29.51733759900798, MAPE: 10.99%
Accuracy for North America and Product 162:
MAE: 14.844090479066, MSE: 375.3522055300265, MAPE: 64.23%
Accuracy for North America and Product 163:
MAE: 10.336583809352692, MSE: 163.26544090045496, MAPE: 23.90%
Accuracy for North America and Product 164:
MAE: 13.738994829360184, MSE: 474.4375385689347, MAPE: 45.16%
Accuracy for North America and Product 165:
MAE: 8.497642378328614, MSE: 83.15382538594581, MAPE: 24.40%
Accuracy for North America and Product 166:
MAE: 9.955609938473621, MSE: 164.76484155169356, MAPE: 33.70%
Accuracy for North America and Product 167:
MAE: 12.093504148195233, MSE: 170.05028516998482, MAPE: 43.10%
Accuracy for North America and Product 168:
MAE: 15.497592358946207, MSE: 330.60400529565976, MAPE: 43.31%
Accuracy for North America and Product 169:
MAE: 15.98166629339766, MSE: 367.6503714660893, MAPE: 52.58%
Accuracy for North America and Product 170:
MAE: 13.821736866488274, MSE: 219.73080052518293, MAPE: 65.96%
Accuracy for North America and Product 171:
MAE: 14.744639028133756, MSE: 279.34324042124064, MAPE: 25.99%
Accuracy for North America and Product 172:
MAE: 13.05276880142859, MSE: 196.46835564861527, MAPE: 46.80%
Accuracy for North America and Product 173:
MAE: 12.036935861490672, MSE: 220.60247310820236, MAPE: 28.06%
Accuracy for North America and Product 174:
MAE: 13.134931918897673, MSE: 213.52421358799546, MAPE: 37.73%
Accuracy for North America and Product 175:
MAE: 11.356758612609593, MSE: 144.39694381555802, MAPE: 33.18%
Accuracy for North America and Product 176:
MAE: 24.043755128456915, MSE: 675.2961630327319, MAPE: 71.72%
Accuracy for North America and Product 177:
MAE: 11.497141417384292, MSE: 255.53217797926231, MAPE: 26.40%
Accuracy for North America and Product 178:
MAE: 11.081079270524691, MSE: 162.93802448917018, MAPE: 28.32%
Accuracy for North America and Product 179:
MAE: 15.400163006633488, MSE: 492.1742322197633, MAPE: 33.92%
Accuracy for North America and Product 180:
MAE: 13.1770149958536, MSE: 268.86764002980857, MAPE: 27.75%
Accuracy for North America and Product 181:
MAE: 13.78069253809376, MSE: 259.12499330893087, MAPE: 40.68%
Accuracy for North America and Product 182:
MAE: 8.59596207284657, MSE: 108.89419721517007, MAPE: 24.69%
Accuracy for North America and Product 183:
MAE: 6.589846112822625, MSE: 86.99838092942329, MAPE: 25.95%
Accuracy for North America and Product 184:
MAE: 13.119071602896758, MSE: 268.884220625799, MAPE: 39.49%
Accuracy for North America and Product 185:
MAE: 15.418479034454185, MSE: 328.06745767690967, MAPE: 50.96%
Accuracy for North America and Product 186:
MAE: 9.779079089895896, MSE: 105.30296981850972, MAPE: 56.04%
Accuracy for North America and Product 187:
MAE: 8.91288735455474, MSE: 173.13008310060493, MAPE: 20.11%
Accuracy for North America and Product 188:
MAE: 10.441430062493463, MSE: 178.68842919071588, MAPE: 72.59%
Accuracy for North America and Product 189:
MAE: 10.835217168528576, MSE: 173.77300565005586, MAPE: 25.91%
Accuracy for North America and Product 190:
MAE: 11.285051051592404, MSE: 318.5845561763914, MAPE: 21.55%
Accuracy for North America and Product 191:
MAE: 20.402745869354657, MSE: 507.11835413500756, MAPE: 72.30%
Accuracy for North America and Product 192:
MAE: 5.570825479373598, MSE: 54.22418340621506, MAPE: 14.55%
Accuracy for North America and Product 193:
MAE: 16.31565617560589, MSE: 296.00180900998464, MAPE: 50.50%
Accuracy for North America and Product 194:
MAE: 6.645993494428611, MSE: 56.390732186875255, MAPE: 20.81%
Accuracy for North America and Product 195:
MAE: 24.342932252572506, MSE: 930.5419443571946, MAPE: 138.35%
Accuracy for North America and Product 196:
MAE: 10.56261089826008, MSE: 333.34505822451973, MAPE: 14.89%
Accuracy for North America and Product 197:
MAE: 31.7329583885818, MSE: 1228.4316023902227, MAPE: 384.38%
Accuracy for North America and Product 198:
MAE: 9.240560437923602, MSE: 101.18914571437294, MAPE: 24.14%
Accuracy for North America and Product 199:
MAE: 17.61167609038308, MSE: 400.21036878950116, MAPE: 94.92%
Accuracy for North America and Product 200:
MAE: 10.631451653854391, MSE: 179.2018967484875, MAPE: 28.81%
Accuracy for North America and Product 201:
MAE: 11.207025742217743, MSE: 173.39564650003973, MAPE: 30.51%
Accuracy for North America and Product 202:
MAE: 7.963600535764084, MSE: 150.36647570620443, MAPE: 17.14%
Accuracy for North America and Product 203:
MAE: 10.37610416885497, MSE: 198.48660638122607, MAPE: 26.03%
Accuracy for North America and Product 204:
MAE: 10.843295693622272, MSE: 173.73928705790544, MAPE: 32.01%
Accuracy for North America and Product 205:
MAE: 7.650186768737278, MSE: 72.93709013995971, MAPE: 19.20%
Accuracy for North America and Product 206:
MAE: 7.941368044814017, MSE: 76.45566153854523, MAPE: 24.82%
Accuracy for North America and Product 207:
MAE: 8.839591984641254, MSE: 116.22841473774811, MAPE: 34.47%
Accuracy for North America and Product 208:
MAE: 9.725294204518677, MSE: 150.94169335604732, MAPE: 15.98%
Accuracy for North America and Product 209:
MAE: 22.36049140174226, MSE: 850.0595106303233, MAPE: 43.39%
Accuracy for North America and Product 210:
MAE: 11.210323112049887, MSE: 185.01300916304427, MAPE: 24.63%
Accuracy for North America and Product 211:
MAE: 17.163531948153338, MSE: 407.6428006534362, MAPE: 55.73%
Accuracy for North America and Product 212:
MAE: 16.024168879958676, MSE: 287.525552184261, MAPE: 46.12%
Accuracy for North America and Product 213:
MAE: 14.71004783527116, MSE: 283.7470210433315, MAPE: 50.28%
Accuracy for North America and Product 214:
MAE: 21.865458330574352, MSE: 683.0614847094786, MAPE: 73.67%
Accuracy for North America and Product 215:
MAE: 10.924558206446399, MSE: 169.33747799896344, MAPE: 38.18%
Accuracy for North America and Product 216:
MAE: 11.080324730678312, MSE: 249.9238691448275, MAPE: 39.52%
Accuracy for North America and Product 217:
MAE: 17.561770515695287, MSE: 432.0498388199966, MAPE: 83.70%
Accuracy for North America and Product 218:
MAE: 8.796130967107207, MSE: 104.82269837947028, MAPE: 31.49%
Accuracy for North America and Product 219:
MAE: 18.426831132011237, MSE: 354.70147279652514, MAPE: 65.73%
Accuracy for North America and Product 220:
MAE: 11.764844226513386, MSE: 288.7971979308266, MAPE: 28.24%
Accuracy for North America and Product 221:
MAE: 15.10955386182054, MSE: 245.55873026547334, MAPE: 41.55%
Accuracy for North America and Product 222:
MAE: 6.8454073463596306, MSE: 68.1330410534742, MAPE: 16.23%
Accuracy for North America and Product 223:
MAE: 18.071746801490843, MSE: 589.2343524105338, MAPE: 42.06%
Accuracy for North America and Product 224:
MAE: 12.117100110603474, MSE: 199.75073275322788, MAPE: 30.34%
Accuracy for North America and Product 225:
MAE: 6.813180109488579, MSE: 76.36207998321728, MAPE: 15.80%
Accuracy for North America and Product 226:
MAE: 12.266262132717163, MSE: 208.58815424056462, MAPE: 40.95%
Accuracy for North America and Product 227:
MAE: 3.6600477605583555, MSE: 20.99973664434977, MAPE: 10.95%
Accuracy for North America and Product 228:
MAE: 9.30148818443539, MSE: 116.1753736824769, MAPE: 30.67%
Accuracy for North America and Product 229:
MAE: 9.826121427855565, MSE: 112.71059829923084, MAPE: 31.16%
Accuracy for North America and Product 230:
MAE: 16.634249188044425, MSE: 367.3787638565169, MAPE: 39.37%
Accuracy for North America and Product 231:
MAE: 13.754909709995982, MSE: 204.9030186689296, MAPE: 58.94%
Accuracy for North America and Product 232:
MAE: 14.425735138086253, MSE: 382.60743136433655, MAPE: 64.73%
Accuracy for North America and Product 233:
MAE: 10.763931191609805, MSE: 154.7713886674765, MAPE: 26.19%
Accuracy for North America and Product 234:
MAE: 11.622669860963565, MSE: 216.99303524277298, MAPE: 32.27%
Accuracy for North America and Product 235:
MAE: 6.806122503118523, MSE: 102.80668856678972, MAPE: 39.49%
Accuracy for North America and Product 236:
MAE: 18.895325595567957, MSE: 408.1877214572334, MAPE: 87.37%
Accuracy for North America and Product 237:
MAE: 14.731946675934296, MSE: 262.8608210619519, MAPE: 96.59%
Accuracy for North America and Product 238:
MAE: 12.975294093701285, MSE: 273.5981864672816, MAPE: 27.41%
Accuracy for North America and Product 239:
MAE: 11.004281278079127, MSE: 229.35533861231102, MAPE: 23.82%
Accuracy for North America and Product 240:
MAE: 16.92993916896678, MSE: 402.93819944009175, MAPE: 33.21%
Accuracy for North America and Product 241:
MAE: 15.490877811174574, MSE: 295.95019246202276, MAPE: 29.86%
Accuracy for North America and Product 242:
MAE: 10.672670926799743, MSE: 178.7114536095721, MAPE: 36.83%
Accuracy for North America and Product 243:
MAE: 14.695076108371978, MSE: 246.52483508281813, MAPE: 30.56%
Accuracy for North America and Product 244:
MAE: 6.16185537249774, MSE: 63.74129073698841, MAPE: 23.42%
Accuracy for North America and Product 245:
MAE: 4.143955115360699, MSE: 27.5162401812644, MAPE: 13.40%
Accuracy for North America and Product 246:
MAE: 11.998224230168837, MSE: 172.4805500577884, MAPE: 38.13%
Accuracy for North America and Product 247:
MAE: 10.691070631702763, MSE: 147.00216708747263, MAPE: 57.73%
Accuracy for North America and Product 248:
MAE: 12.659189554633398, MSE: 215.66389097077735, MAPE: 30.24%
Accuracy for North America and Product 249:
MAE: 11.18383109318405, MSE: 179.50000735950638, MAPE: 30.68%
Accuracy for North America and Product 250:
MAE: 26.249018038869202, MSE: 968.8388089530196, MAPE: 90.84%
Accuracy for North America and Product 251:
MAE: 14.009626159937557, MSE: 274.1094976932719, MAPE: 28.99%
Accuracy for North America and Product 252:
MAE: 18.76287611651019, MSE: 369.3670375213574, MAPE: 42.69%
Accuracy for North America and Product 253:
MAE: 7.60431518600852, MSE: 104.62547262460699, MAPE: 15.34%
Accuracy for North America and Product 254:
MAE: 10.49740198951167, MSE: 141.60893796572822, MAPE: 22.31%
Accuracy for North America and Product 255:
MAE: 13.429875293534257, MSE: 349.20927944368634, MAPE: 40.65%
Accuracy for North America and Product 256:
MAE: 15.257635587640141, MSE: 323.55338242532144, MAPE: 96.35%
Accuracy for North America and Product 257:
MAE: 14.707694721545224, MSE: 252.61673992449778, MAPE: 36.65%
Accuracy for North America and Product 258:
MAE: 19.54469151377475, MSE: 425.3475263346122, MAPE: 45.04%
Accuracy for North America and Product 259:
MAE: 13.540411994188599, MSE: 188.96708815931552, MAPE: 34.80%
Accuracy for North America and Product 260:
MAE: 15.045064619983009, MSE: 260.96587552524795, MAPE: 70.66%
Accuracy for North America and Product 261:
MAE: 17.556929520007326, MSE: 365.7270356967123, MAPE: 44.38%
Accuracy for North America and Product 262:
MAE: 17.21272213556215, MSE: 419.69981505610195, MAPE: 55.57%
Accuracy for North America and Product 263:
MAE: 19.501060181030613, MSE: 442.1867437793693, MAPE: 36.47%
Accuracy for North America and Product 264:
MAE: 13.091937950961064, MSE: 193.47701827505244, MAPE: 27.50%
Accuracy for North America and Product 265:
MAE: 14.237520254352393, MSE: 248.27039716952882, MAPE: 49.65%
Accuracy for North America and Product 266:
MAE: 13.278107869348265, MSE: 251.464708442622, MAPE: 34.83%
Accuracy for North America and Product 267:
MAE: 12.829241825552918, MSE: 346.217522384998, MAPE: 59.68%
Accuracy for North America and Product 268:
MAE: 9.943210435721813, MSE: 154.97425015010606, MAPE: 19.45%
Accuracy for North America and Product 269:
MAE: 16.57692371679078, MSE: 367.9232152567978, MAPE: 40.76%
Accuracy for North America and Product 270:
MAE: 8.525406847877885, MSE: 145.05528856444806, MAPE: 38.84%
Accuracy for North America and Product 271:
MAE: 18.232951494543226, MSE: 335.54440271638407, MAPE: 76.69%
Accuracy for North America and Product 272:
MAE: 11.197917042315655, MSE: 171.02147633322724, MAPE: 45.93%
Accuracy for North America and Product 273:
MAE: 16.340779825703088, MSE: 468.6830189531802, MAPE: 223.42%
Accuracy for North America and Product 274:
MAE: 6.398185518560625, MSE: 69.20370021465605, MAPE: 29.59%
Accuracy for North America and Product 275:
MAE: 6.810091591314233, MSE: 74.72368529435383, MAPE: 16.94%
Accuracy for North America and Product 276:
MAE: 19.858739557544688, MSE: 510.26442309604624, MAPE: 65.41%
Accuracy for North America and Product 277:
MAE: 8.834196829885324, MSE: 95.42264724630205, MAPE: 35.35%
Accuracy for North America and Product 278:
MAE: 9.96747498891385, MSE: 155.30015410954476, MAPE: 39.96%
Accuracy for North America and Product 279:
MAE: 9.298426677061945, MSE: 146.74730601767607, MAPE: 20.15%
Accuracy for North America and Product 280:
MAE: 13.966959791703754, MSE: 295.4978475844245, MAPE: 55.07%
Accuracy for North America and Product 281:
MAE: 21.387202084996566, MSE: 635.0401918750066, MAPE: 121.73%
Accuracy for North America and Product 282:
MAE: 9.509238364722274, MSE: 119.91062052646484, MAPE: 39.81%
Accuracy for North America and Product 283:
MAE: 5.313231685011277, MSE: 32.24841561816789, MAPE: 18.03%
Accuracy for North America and Product 284:
MAE: 8.158144142550363, MSE: 106.94957657585209, MAPE: 17.74%
Accuracy for North America and Product 285:
MAE: 11.601929471993722, MSE: 235.78171270955886, MAPE: 46.16%
Accuracy for North America and Product 286:
MAE: 14.176024020348581, MSE: 250.64440377659957, MAPE: 43.51%
Accuracy for North America and Product 287:
MAE: 12.19310711449574, MSE: 160.33004044486262, MAPE: 38.14%
Accuracy for North America and Product 288:
MAE: 12.402584140332932, MSE: 211.40514238673268, MAPE: 23.80%
Accuracy for North America and Product 289:
MAE: 12.62549853913747, MSE: 265.06054975770223, MAPE: 40.78%
Accuracy for North America and Product 290:
MAE: 22.16190070109146, MSE: 616.7936192580704, MAPE: 71.35%
Accuracy for North America and Product 291:
MAE: 11.789627673235902, MSE: 164.64088187990632, MAPE: 39.04%
Accuracy for North America and Product 292:
MAE: 6.734635019452634, MSE: 92.12942545437437, MAPE: 32.59%
Accuracy for North America and Product 293:
MAE: 9.98612315755384, MSE: 130.6483308341554, MAPE: 26.01%
Accuracy for North America and Product 294:
MAE: 7.808758341248708, MSE: 108.57145948794161, MAPE: 25.43%
Accuracy for North America and Product 295:
MAE: 7.1100260237933925, MSE: 89.13271576672967, MAPE: 13.35%
Accuracy for North America and Product 296:
MAE: 13.947075843288143, MSE: 302.3552764322384, MAPE: 29.28%
Accuracy for North America and Product 297:
MAE: 14.980522302601647, MSE: 386.85262260830325, MAPE: 53.03%
Accuracy for North America and Product 298:
MAE: 5.269404367090243, MSE: 36.41257226105979, MAPE: 11.66%
Accuracy for North America and Product 299:
MAE: 18.613508101925884, MSE: 420.4478501378838, MAPE: 87.31%
Accuracy for North America and Product 300:
MAE: 10.488023940029166, MSE: 210.4837890718607, MAPE: 30.29%
Accuracy for North America and Product 301:
MAE: 18.48874676061073, MSE: 523.6608995806021, MAPE: 72.76%
Accuracy for North America and Product 302:
MAE: 12.782838715911767, MSE: 210.75508158318038, MAPE: 40.02%
Accuracy for North America and Product 303:
MAE: 19.88115677496445, MSE: 491.460975392412, MAPE: 114.69%
Accuracy for North America and Product 304:
MAE: 11.732561144792182, MSE: 157.6207769801075, MAPE: 73.52%
Accuracy for North America and Product 305:
MAE: 19.41535828967965, MSE: 500.65818398901763, MAPE: 63.06%
Accuracy for North America and Product 306:
MAE: 14.6887142906198, MSE: 386.4788114001793, MAPE: 36.45%
Accuracy for North America and Product 307:
MAE: 12.251452575919748, MSE: 201.90010714323216, MAPE: 58.51%
Accuracy for North America and Product 308:
MAE: 16.303700410136155, MSE: 386.5393077934911, MAPE: 72.26%
Accuracy for North America and Product 309:
MAE: 20.600499202769615, MSE: 599.367460631419, MAPE: 104.44%
Accuracy for North America and Product 310:
MAE: 9.039230611651776, MSE: 184.94779305627657, MAPE: 71.50%
Accuracy for North America and Product 311:
MAE: 13.117681517810073, MSE: 238.83027608580952, MAPE: 30.43%
Accuracy for North America and Product 312:
MAE: 9.3490924136589, MSE: 115.74435884824882, MAPE: 17.65%
Accuracy for North America and Product 313:
MAE: 10.942163847935637, MSE: 175.80321044435695, MAPE: 38.20%
Accuracy for North America and Product 314:
MAE: 18.023434042658398, MSE: 367.337645838542, MAPE: 70.13%
Accuracy for North America and Product 315:
MAE: 9.89703941984705, MSE: 105.5916649238765, MAPE: 30.60%
Accuracy for North America and Product 316:
MAE: 5.220892955086502, MSE: 55.008568183822334, MAPE: 12.81%
Accuracy for North America and Product 317:
MAE: 11.079487289933656, MSE: 246.46034263700085, MAPE: 30.43%
Accuracy for North America and Product 318:
MAE: 7.76703174543149, MSE: 76.2006313894168, MAPE: 20.87%
Accuracy for North America and Product 319:
MAE: 12.256328313013466, MSE: 200.17642874216654, MAPE: 41.82%
Accuracy for North America and Product 320:
MAE: 13.214070885052616, MSE: 234.7335654196344, MAPE: 39.34%
Accuracy for North America and Product 321:
MAE: 9.900305264879616, MSE: 155.6341672424324, MAPE: 24.49%
Accuracy for North America and Product 322:
MAE: 17.911648626813605, MSE: 361.9844809403404, MAPE: 97.01%
Accuracy for North America and Product 323:
MAE: 14.606805894269366, MSE: 371.4966049687934, MAPE: 43.26%
Accuracy for North America and Product 324:
MAE: 9.611060068965369, MSE: 194.30001175167925, MAPE: 22.07%
Accuracy for North America and Product 325:
MAE: 14.73008402377953, MSE: 300.3569505083454, MAPE: 113.86%
Accuracy for North America and Product 326:
MAE: 11.804257459095776, MSE: 148.4054743386067, MAPE: 35.67%
Accuracy for North America and Product 327:
MAE: 8.694618929662036, MSE: 146.179565870724, MAPE: 18.44%
Accuracy for North America and Product 328:
MAE: 7.18287243119582, MSE: 55.66683583494345, MAPE: 23.08%
Accuracy for North America and Product 329:
MAE: 17.252213076670056, MSE: 412.3919701363525, MAPE: 43.64%
Accuracy for North America and Product 330:
MAE: 12.114801884533279, MSE: 248.55753918045525, MAPE: 28.29%
Accuracy for North America and Product 331:
MAE: 15.88713503207793, MSE: 443.8988047763843, MAPE: 68.61%
Accuracy for North America and Product 332:
MAE: 16.62068553506551, MSE: 338.14660355844086, MAPE: 83.38%
Accuracy for North America and Product 333:
MAE: 17.672540007997554, MSE: 490.47202696024294, MAPE: 45.81%
Accuracy for North America and Product 334:
MAE: 19.172419048464675, MSE: 530.691228839326, MAPE: 82.99%
Accuracy for North America and Product 335:
MAE: 19.291158334486862, MSE: 394.9122877987503, MAPE: 50.96%
Accuracy for North America and Product 336:
MAE: 12.983259584316126, MSE: 269.347020447335, MAPE: 57.39%
Accuracy for North America and Product 337:
MAE: 9.556495317292566, MSE: 138.50812324754958, MAPE: 25.41%
Accuracy for North America and Product 338:
MAE: 9.285404065720623, MSE: 180.87660806796913, MAPE: 83.77%
Accuracy for North America and Product 339:
MAE: 10.657462759102069, MSE: 155.5719010831291, MAPE: 47.42%
Accuracy for North America and Product 340:
MAE: 10.389299848022029, MSE: 156.27498172890526, MAPE: 34.75%
Accuracy for North America and Product 341:
MAE: 7.048108339004076, MSE: 90.54841098486513, MAPE: 16.08%
Accuracy for North America and Product 342:
MAE: 17.88532609000192, MSE: 476.442953891354, MAPE: 40.40%
Accuracy for North America and Product 343:
MAE: 17.974421024316683, MSE: 387.82663332490745, MAPE: 62.92%
Accuracy for North America and Product 344:
MAE: 10.23626630140441, MSE: 166.64130799933028, MAPE: 28.82%
Accuracy for North America and Product 345:
MAE: 15.887144630924016, MSE: 326.57607990184, MAPE: 39.90%
Accuracy for North America and Product 346:
MAE: 11.832387638556366, MSE: 237.24063977516107, MAPE: 26.20%
Accuracy for North America and Product 347:
MAE: 9.71770532859334, MSE: 128.04847946329403, MAPE: 22.48%
Accuracy for North America and Product 348:
MAE: 15.112172399924939, MSE: 266.3965460817661, MAPE: 38.25%
Accuracy for North America and Product 349:
MAE: 8.970243027548772, MSE: 95.77452594112907, MAPE: 24.52%
Accuracy for North America and Product 350:
MAE: 16.819688507591298, MSE: 463.6476043953201, MAPE: 36.90%
Accuracy for North America and Product 351:
MAE: 13.533181447922274, MSE: 228.4542079756564, MAPE: 33.42%
Accuracy for North America and Product 352:
MAE: 12.642485378063563, MSE: 214.66877435144534, MAPE: 44.54%
Accuracy for North America and Product 353:
MAE: 13.527379071680837, MSE: 284.1007063682259, MAPE: 97.40%
Accuracy for North America and Product 354:
MAE: 11.06054638756011, MSE: 188.27917498176856, MAPE: 38.23%
Accuracy for North America and Product 355:
MAE: 17.233292925727135, MSE: 343.19300465310823, MAPE: 64.10%
Accuracy for North America and Product 356:
MAE: 5.793747752298687, MSE: 47.83847662669996, MAPE: 25.10%
Accuracy for North America and Product 357:
MAE: 8.546297444032437, MSE: 129.12584282774304, MAPE: 24.96%
Accuracy for North America and Product 358:
MAE: 5.72962716224333, MSE: 74.64392462347419, MAPE: 14.97%
Accuracy for North America and Product 359:
MAE: 12.802599666295482, MSE: 207.8985247482185, MAPE: 38.27%
Accuracy for North America and Product 360:
MAE: 13.299195613047065, MSE: 192.2564787945481, MAPE: 29.66%
Accuracy for North America and Product 361:
MAE: 21.111157706188315, MSE: 638.8823981414105, MAPE: 161.70%
Accuracy for North America and Product 362:
MAE: 10.089194303372386, MSE: 141.73420288501993, MAPE: 30.79%
Accuracy for North America and Product 363:
MAE: 10.312516023566443, MSE: 198.40687656656064, MAPE: 54.67%
Accuracy for North America and Product 364:
MAE: 12.060812158767643, MSE: 182.39159641573266, MAPE: 36.28%
Accuracy for North America and Product 365:
MAE: 7.707043830716264, MSE: 72.55960360684381, MAPE: 22.03%
Accuracy for North America and Product 366:
MAE: 20.792327972460637, MSE: 480.33904842528256, MAPE: 47.52%
Accuracy for North America and Product 367:
MAE: 10.261024569348416, MSE: 127.17705863208923, MAPE: 37.24%
Accuracy for North America and Product 368:
MAE: 22.20758466914149, MSE: 688.485866027566, MAPE: 54.29%
Accuracy for North America and Product 369:
MAE: 10.789021496832493, MSE: 153.92806858981038, MAPE: 44.56%
Accuracy for North America and Product 370:
MAE: 12.167020433123957, MSE: 188.42011390573663, MAPE: 37.41%
Accuracy for North America and Product 371:
MAE: 14.71930917539044, MSE: 293.36886854067956, MAPE: 52.45%
Accuracy for North America and Product 372:
MAE: 22.682191902834084, MSE: 715.6755858195984, MAPE: 94.69%
Accuracy for North America and Product 373:
MAE: 11.844340862073459, MSE: 204.27011245650357, MAPE: 49.73%
Accuracy for North America and Product 374:
MAE: 11.446914063470208, MSE: 169.8267337732124, MAPE: 33.65%
Accuracy for North America and Product 375:
MAE: 6.945711565778839, MSE: 63.380033371506535, MAPE: 22.61%
Accuracy for North America and Product 376:
MAE: 7.55663132267758, MSE: 85.02944332763097, MAPE: 32.09%
Accuracy for North America and Product 377:
MAE: 12.469166926960147, MSE: 199.30488472837752, MAPE: 108.73%
Accuracy for North America and Product 378:
MAE: 19.459086264519307, MSE: 488.10385295316684, MAPE: 142.15%
Accuracy for North America and Product 379:
MAE: 18.35588809867297, MSE: 435.77969756972044, MAPE: 44.29%
Accuracy for North America and Product 380:
MAE: 23.13201402049262, MSE: 708.8331328660893, MAPE: 94.44%
Accuracy for North America and Product 381:
MAE: 8.761376110957112, MSE: 127.6487290965368, MAPE: 20.25%
Accuracy for North America and Product 382:
MAE: 9.155944869312082, MSE: 105.86270927439982, MAPE: 26.30%
Accuracy for North America and Product 383:
MAE: 7.350537729040047, MSE: 84.09130986346572, MAPE: 14.40%
Accuracy for North America and Product 384:
MAE: 10.135438720945736, MSE: 214.57574899686387, MAPE: 23.72%
Accuracy for North America and Product 385:
MAE: 29.442117264510593, MSE: 998.6604073838358, MAPE: 85.45%
Accuracy for North America and Product 386:
MAE: 11.468220161449999, MSE: 185.60865223658539, MAPE: 57.61%
Accuracy for North America and Product 387:
MAE: 18.078749298006965, MSE: 403.5391413710337, MAPE: 122.17%
Accuracy for North America and Product 388:
MAE: 10.946275523079404, MSE: 224.39613155231004, MAPE: 21.51%
Accuracy for North America and Product 389:
MAE: 12.479186081562949, MSE: 228.65803882665287, MAPE: 28.48%
Accuracy for North America and Product 390:
MAE: 14.46711857503684, MSE: 453.2428233995828, MAPE: 29.57%
Accuracy for North America and Product 391:
MAE: 7.18556102482528, MSE: 65.67182255452367, MAPE: 13.41%
Accuracy for North America and Product 392:
MAE: 8.98753453783005, MSE: 127.03887271288434, MAPE: 26.48%
Accuracy for North America and Product 393:
MAE: 13.37188932466007, MSE: 254.02110404491586, MAPE: 82.36%
Accuracy for North America and Product 394:
MAE: 17.64130257536275, MSE: 375.31303074098327, MAPE: 54.77%
Accuracy for North America and Product 395:
MAE: 10.30918017709062, MSE: 163.48658088252847, MAPE: 30.31%
Accuracy for North America and Product 396:
MAE: 14.23436761627102, MSE: 234.88016471314805, MAPE: 47.48%
Accuracy for North America and Product 397:
MAE: 21.088745622118513, MSE: 690.6106717904696, MAPE: 47.95%
Accuracy for North America and Product 398:
MAE: 17.24965329262195, MSE: 398.666793338637, MAPE: 75.52%
Accuracy for North America and Product 399:
MAE: 14.82767679056874, MSE: 355.10209986065877, MAPE: 63.23%
Accuracy for North America and Product 400:
MAE: 19.15850848190321, MSE: 692.6742560557643, MAPE: 50.14%
Accuracy for North America and Product 401:
MAE: 9.981239165879625, MSE: 154.34165326262263, MAPE: 44.75%
Accuracy for North America and Product 402:
MAE: 12.377839336447547, MSE: 250.5403205222946, MAPE: 23.59%
Accuracy for North America and Product 403:
MAE: 16.172304938615866, MSE: 431.82466696757393, MAPE: 65.91%
Accuracy for North America and Product 404:
MAE: 7.969570345504747, MSE: 92.0179508241022, MAPE: 16.43%
Accuracy for North America and Product 405:
MAE: 17.92054929657703, MSE: 344.71190081877586, MAPE: 58.73%
Accuracy for North America and Product 406:
MAE: 14.477837045537786, MSE: 253.5510777719359, MAPE: 37.14%
Accuracy for North America and Product 407:
MAE: 20.038549275850635, MSE: 501.15668638039807, MAPE: 60.55%
Accuracy for North America and Product 408:
MAE: 10.99364874974662, MSE: 195.1620211733995, MAPE: 53.51%
Accuracy for North America and Product 409:
MAE: 23.91545650533012, MSE: 653.3492540585448, MAPE: 107.55%
Accuracy for North America and Product 410:
MAE: 8.526435817778268, MSE: 91.01405418611941, MAPE: 32.81%
Accuracy for North America and Product 411:
MAE: 12.605639808537608, MSE: 185.6984334923813, MAPE: 45.87%
Accuracy for North America and Product 412:
MAE: 12.264911824208442, MSE: 239.55661055286896, MAPE: 67.27%
Accuracy for North America and Product 413:
MAE: 14.822714101209817, MSE: 300.54956621998394, MAPE: 41.61%
Accuracy for North America and Product 414:
MAE: 13.986506619993827, MSE: 218.91043648782298, MAPE: 51.30%
Accuracy for North America and Product 415:
MAE: 12.049930034480452, MSE: 211.50338044520268, MAPE: 48.45%
Accuracy for North America and Product 416:
MAE: 14.142198420707597, MSE: 316.19347421294253, MAPE: 66.45%
Accuracy for North America and Product 417:
MAE: 12.047776127005873, MSE: 242.02007499614206, MAPE: 25.79%
Accuracy for North America and Product 418:
MAE: 21.97711471230795, MSE: 656.4253865792676, MAPE: 79.11%
Accuracy for North America and Product 419:
MAE: 7.656681178135687, MSE: 69.45349005041211, MAPE: 22.81%
Accuracy for North America and Product 420:
MAE: 12.949041629562425, MSE: 241.3520475925198, MAPE: 31.42%
Accuracy for North America and Product 421:
MAE: 22.147377625934546, MSE: 740.4139643257357, MAPE: 60.59%
Accuracy for North America and Product 422:
MAE: 8.563009704607136, MSE: 111.34214985465329, MAPE: 25.59%
Accuracy for North America and Product 423:
MAE: 8.344470522224478, MSE: 112.56069192695921, MAPE: 15.85%
Accuracy for North America and Product 424:
MAE: 12.357025991758054, MSE: 266.52461576790125, MAPE: 44.40%
Accuracy for North America and Product 425:
MAE: 10.451088657259287, MSE: 141.5862845552544, MAPE: 27.62%
Accuracy for North America and Product 426:
MAE: 8.461751791112453, MSE: 126.2113563566051, MAPE: 31.54%
Accuracy for North America and Product 427:
MAE: 16.610721079234843, MSE: 371.1303969050742, MAPE: 33.20%
Accuracy for North America and Product 428:
MAE: 8.990813104662458, MSE: 90.27542328252568, MAPE: 36.13%
Accuracy for North America and Product 429:
MAE: 15.762121331369348, MSE: 255.71512640975675, MAPE: 60.26%
Accuracy for North America and Product 430:
MAE: 13.38314608831331, MSE: 181.11621125526992, MAPE: 43.66%
Accuracy for North America and Product 431:
MAE: 8.548382858230145, MSE: 127.00536339933426, MAPE: 24.08%
Accuracy for North America and Product 432:
MAE: 20.146017088889327, MSE: 551.4727851497569, MAPE: 61.58%
Accuracy for North America and Product 433:
MAE: 19.337463254197452, MSE: 570.2490402696355, MAPE: 52.08%
Accuracy for North America and Product 434:
MAE: 16.060835696601774, MSE: 404.9585861272588, MAPE: 45.17%
Accuracy for North America and Product 435:
MAE: 16.874943407311086, MSE: 436.1174490296561, MAPE: 58.48%
Accuracy for North America and Product 436:
MAE: 14.915802986182594, MSE: 317.82047456703543, MAPE: 51.10%
Accuracy for North America and Product 437:
MAE: 8.178855095351883, MSE: 91.1754081683171, MAPE: 28.00%
Accuracy for North America and Product 438:
MAE: 13.531279421685749, MSE: 254.64636866945966, MAPE: 33.70%
Accuracy for North America and Product 439:
MAE: 18.53549352387328, MSE: 407.23208441855553, MAPE: 45.84%
Accuracy for North America and Product 440:
MAE: 10.846855342441007, MSE: 307.9252421255186, MAPE: 39.36%
Accuracy for North America and Product 441:
MAE: 10.290880415079595, MSE: 188.92252287032997, MAPE: 33.23%
Accuracy for North America and Product 442:
MAE: 9.446318065188848, MSE: 165.67590704222766, MAPE: 16.05%
Accuracy for North America and Product 443:
MAE: 8.028334234956139, MSE: 88.70814393867859, MAPE: 24.72%
Accuracy for North America and Product 444:
MAE: 10.735173582001892, MSE: 132.28183066238788, MAPE: 20.56%
Accuracy for North America and Product 445:
MAE: 13.564931399991906, MSE: 216.8289344812984, MAPE: 40.09%
Accuracy for North America and Product 446:
MAE: 15.36273669911544, MSE: 317.08253326025743, MAPE: 116.96%
Accuracy for North America and Product 447:
MAE: 16.60575920326121, MSE: 437.711220643719, MAPE: 51.56%
Accuracy for North America and Product 448:
MAE: 10.18395110695099, MSE: 140.7763987389332, MAPE: 35.41%
Accuracy for North America and Product 449:
MAE: 11.125962228445559, MSE: 192.3087103385805, MAPE: 26.86%
Accuracy for North America and Product 450:
MAE: 13.485659108133083, MSE: 248.43763756742828, MAPE: 32.29%
Accuracy for North America and Product 451:
MAE: 12.026820831208024, MSE: 261.49026585009153, MAPE: 35.11%
Accuracy for North America and Product 452:
MAE: 15.622252606249583, MSE: 355.99305728757446, MAPE: 31.87%
Accuracy for North America and Product 453:
MAE: 8.854038354275714, MSE: 110.40297356811443, MAPE: 23.59%
Accuracy for North America and Product 454:
MAE: 15.270715787268255, MSE: 284.97585907208094, MAPE: 44.08%
Accuracy for North America and Product 455:
MAE: 15.007392428621921, MSE: 304.93084090709294, MAPE: 35.56%
Accuracy for North America and Product 456:
MAE: 18.566285572145894, MSE: 620.8121704977923, MAPE: 50.26%
Accuracy for North America and Product 457:
MAE: 6.685233827084639, MSE: 65.98340963581927, MAPE: 19.44%
Accuracy for North America and Product 458:
MAE: 10.464239184815316, MSE: 136.18945739518367, MAPE: 20.56%
Accuracy for North America and Product 459:
MAE: 7.9574625396676835, MSE: 88.32627360193098, MAPE: 15.99%
Accuracy for North America and Product 460:
MAE: 16.471527991967257, MSE: 379.31398028132384, MAPE: 50.77%
Accuracy for North America and Product 461:
MAE: 14.525431581300051, MSE: 329.05042346643575, MAPE: 58.45%
Accuracy for North America and Product 462:
MAE: 23.47942671872215, MSE: 753.622031881655, MAPE: 360.88%
Accuracy for North America and Product 463:
MAE: 12.454988673858322, MSE: 284.6339877606915, MAPE: 33.08%
Accuracy for North America and Product 464:
MAE: 19.404325922219407, MSE: 458.86554752076444, MAPE: 71.34%
Accuracy for North America and Product 465:
MAE: 15.320869383050473, MSE: 314.4728538157273, MAPE: 33.77%
Accuracy for North America and Product 466:
MAE: 4.172366989334016, MSE: 23.67423017898442, MAPE: 12.32%
Accuracy for North America and Product 467:
MAE: 13.205138531396347, MSE: 265.10969799437896, MAPE: 31.84%
Accuracy for North America and Product 468:
MAE: 13.007326350942176, MSE: 240.19274271654135, MAPE: 42.03%
Accuracy for North America and Product 469:
MAE: 13.67711700133722, MSE: 238.5837736917941, MAPE: 43.31%
Accuracy for North America and Product 470:
MAE: 5.679202798408457, MSE: 50.38532141024946, MAPE: 11.49%
Accuracy for North America and Product 471:
MAE: 14.585715693290457, MSE: 309.6021481697228, MAPE: 43.39%
Accuracy for North America and Product 472:
MAE: 18.358922336864772, MSE: 420.42240312088234, MAPE: 55.50%
Accuracy for North America and Product 473:
MAE: 7.089015129491993, MSE: 70.97589376425938, MAPE: 15.51%
Accuracy for North America and Product 474:
MAE: 12.02980566497671, MSE: 166.88000247765393, MAPE: 31.48%
Accuracy for North America and Product 475:
MAE: 16.332875132848528, MSE: 402.0507463380922, MAPE: 49.08%
Accuracy for North America and Product 476:
MAE: 10.335000736283313, MSE: 194.31337419127541, MAPE: 20.08%
Accuracy for North America and Product 477:
MAE: 9.124845698169262, MSE: 134.03174746999898, MAPE: 38.54%
Accuracy for North America and Product 478:
MAE: 11.084116199078595, MSE: 159.9128804892611, MAPE: 29.32%
Accuracy for North America and Product 479:
MAE: 11.453994633470414, MSE: 181.7654683635065, MAPE: 46.31%
Accuracy for North America and Product 480:
MAE: 10.423580007496579, MSE: 203.41009980130204, MAPE: 37.05%
Accuracy for North America and Product 481:
MAE: 10.850341042012332, MSE: 169.95192989196613, MAPE: 29.40%
Accuracy for North America and Product 482:
MAE: 13.446450608749549, MSE: 285.8553410052063, MAPE: 41.70%
Accuracy for North America and Product 483:
MAE: 9.175191725073848, MSE: 95.76058619595484, MAPE: 124.02%
Accuracy for North America and Product 484:
MAE: 19.22625339182096, MSE: 505.3927051179191, MAPE: 192.10%
Accuracy for North America and Product 485:
MAE: 19.074710537355877, MSE: 424.06225808063584, MAPE: 78.15%
Accuracy for North America and Product 486:
MAE: 9.321700717288168, MSE: 142.14434684158908, MAPE: 23.16%
Accuracy for North America and Product 487:
MAE: 20.577475885058114, MSE: 470.5326787558559, MAPE: 76.78%
Accuracy for North America and Product 488:
MAE: 14.528656225719946, MSE: 248.56553336725605, MAPE: 47.90%
Accuracy for North America and Product 489:
MAE: 16.612605197073023, MSE: 443.9851506117983, MAPE: 57.12%
Accuracy for North America and Product 490:
MAE: 15.8810822082036, MSE: 410.8925700200258, MAPE: 43.17%
Accuracy for North America and Product 491:
MAE: 15.59194977434385, MSE: 296.4159870697043, MAPE: 49.33%
Accuracy for North America and Product 492:
MAE: 10.799409112196052, MSE: 201.20651091752194, MAPE: 25.48%
Accuracy for North America and Product 493:
MAE: 12.777513615097089, MSE: 187.34313193242173, MAPE: 39.50%
Accuracy for North America and Product 494:
MAE: 10.553042604070509, MSE: 218.49354293356555, MAPE: 24.08%
Accuracy for North America and Product 495:
MAE: 20.17625226515198, MSE: 518.3073360598262, MAPE: 45.45%
Accuracy for North America and Product 496:
MAE: 12.30075920659483, MSE: 218.53814507825342, MAPE: 29.89%
Accuracy for North America and Product 497:
MAE: 14.683628704018968, MSE: 256.11622525580754, MAPE: 57.62%
Accuracy for North America and Product 498:
MAE: 15.93307053472449, MSE: 425.8507490660612, MAPE: 38.69%
Accuracy for North America and Product 499:
MAE: 18.7315102867706, MSE: 361.0879204704156, MAPE: 60.70%
Accuracy for North America and Product 500:
MAE: 10.96589062319381, MSE: 130.78659809978654, MAPE: 22.81%
Accuracy for North America and Product 501:
MAE: 6.457174356693254, MSE: 80.47330946289824, MAPE: 29.12%
Accuracy for North America and Product 502:
MAE: 8.974959108593925, MSE: 125.73596971204213, MAPE: 25.40%
Accuracy for North America and Product 503:
MAE: 14.31472597417221, MSE: 299.1701633750543, MAPE: 40.11%
Accuracy for North America and Product 504:
MAE: 12.64458130717101, MSE: 254.78039860848043, MAPE: 84.23%
Accuracy for North America and Product 505:
MAE: 8.738405712963557, MSE: 110.58811822277815, MAPE: 30.74%
Accuracy for North America and Product 506:
MAE: 13.814137157097122, MSE: 315.63458240896546, MAPE: 116.88%
Accuracy for North America and Product 507:
MAE: 5.365126927850452, MSE: 40.11698295819356, MAPE: 17.24%
Accuracy for North America and Product 508:
MAE: 9.298867384103149, MSE: 117.64487624848157, MAPE: 34.22%
Accuracy for North America and Product 509:
MAE: 26.574144752353185, MSE: 882.0999373766514, MAPE: 88.46%
Accuracy for North America and Product 510:
MAE: 15.393207749120222, MSE: 336.5384530238622, MAPE: 37.13%
Accuracy for North America and Product 511:
MAE: 8.397067202882923, MSE: 122.24655130207842, MAPE: 18.35%
Accuracy for North America and Product 512:
MAE: 4.91681656787573, MSE: 37.0342631288173, MAPE: 12.82%
Accuracy for North America and Product 513:
MAE: 4.715166379957088, MSE: 33.77114118255114, MAPE: 17.20%
Accuracy for North America and Product 514:
MAE: 16.745765903585127, MSE: 310.50700163291225, MAPE: 56.34%
Accuracy for North America and Product 515:
MAE: 16.726923696735135, MSE: 395.7706763275121, MAPE: 54.48%
Accuracy for North America and Product 516:
MAE: 17.73146858081168, MSE: 429.97916735615615, MAPE: 52.92%
Accuracy for North America and Product 517:
MAE: 15.864605366670514, MSE: 305.1360411024717, MAPE: 35.45%
Accuracy for North America and Product 518:
MAE: 17.301829634297377, MSE: 487.84703605205596, MAPE: 454.01%
Accuracy for North America and Product 519:
MAE: 12.69481684780664, MSE: 261.19544935790697, MAPE: 57.55%
Accuracy for North America and Product 520:
MAE: 10.564453365873165, MSE: 172.25456636389578, MAPE: 36.53%
Accuracy for North America and Product 521:
MAE: 12.723894285107745, MSE: 176.81380480949898, MAPE: 30.58%
Accuracy for North America and Product 522:
MAE: 8.997822969158594, MSE: 110.08600828434635, MAPE: 23.21%
Accuracy for North America and Product 523:
MAE: 11.747630600004914, MSE: 189.32111396459348, MAPE: 31.54%
Accuracy for North America and Product 524:
MAE: 14.265540632130302, MSE: 380.09659101818477, MAPE: 93.02%
Accuracy for North America and Product 525:
MAE: 6.398030859238775, MSE: 69.67155660788924, MAPE: 13.39%
Accuracy for North America and Product 526:
MAE: 8.794789056179726, MSE: 98.41222168004056, MAPE: 25.35%
Accuracy for North America and Product 527:
MAE: 11.776370030959468, MSE: 199.2489512351271, MAPE: 51.48%
Accuracy for North America and Product 528:
MAE: 8.756792995179719, MSE: 106.59117495284106, MAPE: 33.82%
Accuracy for North America and Product 529:
MAE: 10.090352363562424, MSE: 153.61710818687072, MAPE: 19.36%
Accuracy for North America and Product 530:
MAE: 10.149432544691752, MSE: 118.85612368213602, MAPE: 30.68%
Accuracy for North America and Product 531:
MAE: 16.481678934233866, MSE: 285.3184641472294, MAPE: 93.07%
Accuracy for North America and Product 532:
MAE: 12.34221573242107, MSE: 195.87791520919455, MAPE: 46.46%
Accuracy for North America and Product 533:
MAE: 14.305346973690984, MSE: 304.7999945460303, MAPE: 100.90%
Accuracy for North America and Product 534:
MAE: 9.752785983745298, MSE: 157.15181761460386, MAPE: 21.07%
Accuracy for North America and Product 535:
MAE: 12.22995488529633, MSE: 183.91333710318526, MAPE: 36.01%
Accuracy for North America and Product 536:
MAE: 12.63466703827879, MSE: 488.0144176305133, MAPE: 21.60%
Accuracy for North America and Product 537:
MAE: 15.099677320867647, MSE: 322.86927265808265, MAPE: 89.74%
Accuracy for North America and Product 538:
MAE: 10.115613252640841, MSE: 160.81343460934937, MAPE: 26.66%
Accuracy for North America and Product 539:
MAE: 4.528133280962351, MSE: 36.401314973966954, MAPE: 9.50%
Accuracy for North America and Product 540:
MAE: 17.20814226887279, MSE: 426.88290493352497, MAPE: 75.65%
Accuracy for North America and Product 541:
MAE: 7.806494296260769, MSE: 88.04301796573752, MAPE: 18.59%
Accuracy for North America and Product 542:
MAE: 9.038638455465268, MSE: 155.96280984615265, MAPE: 19.25%
Accuracy for North America and Product 543:
MAE: 13.123355418975176, MSE: 211.41464483850692, MAPE: 28.62%
Accuracy for North America and Product 544:
MAE: 9.112397541158646, MSE: 97.77817251263073, MAPE: 27.94%
Accuracy for North America and Product 545:
MAE: 15.823513982671415, MSE: 452.7025122227136, MAPE: 84.01%
Accuracy for North America and Product 546:
MAE: 8.937839559711538, MSE: 129.0663967404357, MAPE: 30.53%
Accuracy for North America and Product 547:
MAE: 8.959951532833747, MSE: 146.7874672360364, MAPE: 25.18%
Accuracy for North America and Product 548:
MAE: 18.30080031955172, MSE: 606.4734516957894, MAPE: 104.06%
Accuracy for North America and Product 549:
MAE: 15.127515475784724, MSE: 343.45326075524883, MAPE: 32.43%
Accuracy for North America and Product 550:
MAE: 17.34772529575319, MSE: 392.0091536610024, MAPE: 53.01%
Accuracy for North America and Product 551:
MAE: 12.825739070658093, MSE: 308.55272018341145, MAPE: 27.13%
Accuracy for North America and Product 552:
MAE: 12.80829517943925, MSE: 215.99404569826953, MAPE: 102.52%
Accuracy for North America and Product 553:
MAE: 19.374020994256263, MSE: 585.6292102049533, MAPE: 52.65%
Accuracy for North America and Product 554:
MAE: 5.157900402512624, MSE: 42.013943142622956, MAPE: 16.71%
Accuracy for North America and Product 555:
MAE: 12.775379387616537, MSE: 229.53823855078116, MAPE: 36.26%
Accuracy for North America and Product 556:
MAE: 12.240725338464951, MSE: 247.74044861678158, MAPE: 37.49%
Accuracy for North America and Product 557:
MAE: 10.525638288615951, MSE: 150.3364630880173, MAPE: 37.63%
Accuracy for North America and Product 558:
MAE: 20.780776322653264, MSE: 562.7429565613019, MAPE: 71.02%
Accuracy for North America and Product 559:
MAE: 23.005689998658266, MSE: 638.492419087516, MAPE: 90.90%
Accuracy for North America and Product 560:
MAE: 9.11381535176923, MSE: 159.44480093088174, MAPE: 60.44%
Accuracy for North America and Product 561:
MAE: 7.686222035016341, MSE: 111.03990832670752, MAPE: 40.89%
Accuracy for North America and Product 562:
MAE: 16.107580286158136, MSE: 381.5963662903179, MAPE: 61.10%
Accuracy for North America and Product 563:
MAE: 15.067967989313292, MSE: 341.74348842772986, MAPE: 78.12%
Accuracy for North America and Product 564:
MAE: 11.587650866861571, MSE: 171.0085881500501, MAPE: 33.93%
Accuracy for North America and Product 565:
MAE: 19.369113983629124, MSE: 441.5770529257699, MAPE: 60.88%
Accuracy for North America and Product 566:
MAE: 23.027638768163445, MSE: 632.7305223963124, MAPE: 155.91%
Accuracy for North America and Product 567:
MAE: 16.29436184636027, MSE: 319.4465796806603, MAPE: 48.72%
Accuracy for North America and Product 568:
MAE: 15.445357121644884, MSE: 285.06132153461937, MAPE: 59.29%
Accuracy for North America and Product 569:
MAE: 26.61290054217944, MSE: 1052.921387743372, MAPE: 60.74%
Accuracy for North America and Product 570:
MAE: 14.068854694875904, MSE: 267.170250671457, MAPE: 27.65%
Accuracy for North America and Product 571:
MAE: 13.63227211891614, MSE: 292.5558553024413, MAPE: 88.00%
Accuracy for North America and Product 572:
MAE: 10.955884367769418, MSE: 236.60412776021394, MAPE: 75.27%
Accuracy for North America and Product 573:
MAE: 6.616766130233424, MSE: 50.49706896414152, MAPE: 18.79%
Accuracy for North America and Product 574:
MAE: 15.57659518870658, MSE: 318.84134409582396, MAPE: 47.43%
Accuracy for North America and Product 575:
MAE: 15.683049213287017, MSE: 347.51832209795015, MAPE: 48.83%
Accuracy for North America and Product 576:
MAE: 15.681280190420967, MSE: 267.53009937306786, MAPE: 61.75%
Accuracy for North America and Product 577:
MAE: 9.796799256316898, MSE: 168.2844097719721, MAPE: 34.59%
Accuracy for North America and Product 578:
MAE: 19.065116497159437, MSE: 476.00432811165075, MAPE: 67.19%
Accuracy for North America and Product 579:
MAE: 10.610996837970257, MSE: 136.88491954615682, MAPE: 37.58%
Accuracy for North America and Product 580:
MAE: 6.450453706148187, MSE: 106.575734430531, MAPE: 26.11%
Accuracy for North America and Product 581:
MAE: 14.32674067118245, MSE: 379.45144572688, MAPE: 101.98%
Accuracy for North America and Product 582:
MAE: 9.584722150059115, MSE: 123.1925700152104, MAPE: 31.02%
Accuracy for North America and Product 583:
MAE: 6.828788842180224, MSE: 78.40425858200817, MAPE: 19.14%
Accuracy for North America and Product 584:
MAE: 16.14606375006021, MSE: 406.88264190204006, MAPE: 34.55%
Accuracy for North America and Product 585:
MAE: 11.037128589660835, MSE: 203.70386099120395, MAPE: 39.63%
Accuracy for North America and Product 586:
MAE: 12.54058616840985, MSE: 240.45890231938566, MAPE: 44.86%
Accuracy for North America and Product 587:
MAE: 13.333685914679867, MSE: 211.5689152159327, MAPE: 39.23%
Accuracy for North America and Product 588:
MAE: 11.12897230857028, MSE: 165.7580895059889, MAPE: 27.63%
Accuracy for North America and Product 589:
MAE: 9.943768031786202, MSE: 154.18824825538695, MAPE: 30.01%
Accuracy for North America and Product 590:
MAE: 12.940775748029534, MSE: 221.54232186105605, MAPE: 35.72%
Accuracy for North America and Product 591:
MAE: 9.076563693999464, MSE: 105.19859189121512, MAPE: 23.88%
Accuracy for North America and Product 592:
MAE: 12.431085350013577, MSE: 174.30848156366372, MAPE: 38.97%
Accuracy for North America and Product 593:
MAE: 8.386488941399856, MSE: 88.26458299399792, MAPE: 23.51%
Accuracy for North America and Product 594:
MAE: 16.365757473900338, MSE: 330.4185416986139, MAPE: 44.83%
Accuracy for North America and Product 595:
MAE: 24.119155956565695, MSE: 1020.4999776825547, MAPE: 125.45%
Accuracy for North America and Product 596:
MAE: 12.837379048606667, MSE: 189.59343459900006, MAPE: 36.98%
Accuracy for North America and Product 597:
MAE: 2.944049453719431, MSE: 19.5245698661055, MAPE: 6.69%
Accuracy for North America and Product 598:
MAE: 13.804733703069786, MSE: 266.9574141299689, MAPE: 58.85%
Accuracy for North America and Product 599:
MAE: 8.686845236305176, MSE: 112.81203266766938, MAPE: 20.33%
Accuracy for North America and Product 600:
MAE: 11.485819876944833, MSE: 178.453928121483, MAPE: 36.85%
Accuracy for North America and Product 601:
MAE: 11.59819042728793, MSE: 176.38700146848606, MAPE: 31.84%
Accuracy for North America and Product 602:
MAE: 8.261653630815125, MSE: 147.84611456158, MAPE: 16.57%
Accuracy for North America and Product 603:
MAE: 18.0139260054874, MSE: 488.56732787200264, MAPE: 170.16%
Accuracy for North America and Product 604:
MAE: 16.943698046249843, MSE: 474.3879290674293, MAPE: 79.32%
Accuracy for North America and Product 605:
MAE: 12.761818159617514, MSE: 401.94795710664977, MAPE: 34.64%
Accuracy for North America and Product 606:
MAE: 12.08112100745618, MSE: 159.1582094541027, MAPE: 34.71%
Accuracy for North America and Product 607:
MAE: 13.682170505607399, MSE: 204.54751372989404, MAPE: 46.90%
Accuracy for North America and Product 608:
MAE: 19.566142844878147, MSE: 511.69505474562766, MAPE: 61.27%
Accuracy for North America and Product 609:
MAE: 15.761958575028967, MSE: 386.10418150695693, MAPE: 43.19%
Accuracy for North America and Product 610:
MAE: 7.6238757014446366, MSE: 65.43019009942253, MAPE: 16.32%
Accuracy for North America and Product 611:
MAE: 14.278755680802774, MSE: 217.81804399310698, MAPE: 39.57%
Accuracy for North America and Product 612:
MAE: 17.320642394633293, MSE: 583.6425725506963, MAPE: 54.43%
Accuracy for North America and Product 613:
MAE: 12.502687983316687, MSE: 286.2039296977444, MAPE: 35.92%
Accuracy for North America and Product 614:
MAE: 6.342442188913419, MSE: 50.51689457489555, MAPE: 19.19%
Accuracy for North America and Product 615:
MAE: 12.769428624588915, MSE: 330.18689902057923, MAPE: 91.78%
Accuracy for North America and Product 616:
MAE: 14.949457428644996, MSE: 295.4698752836433, MAPE: 39.56%
Accuracy for North America and Product 617:
MAE: 11.57499550867658, MSE: 173.3910619755424, MAPE: 39.17%
Accuracy for North America and Product 618:
MAE: 9.682301584569148, MSE: 161.39809722868216, MAPE: 34.48%
Accuracy for North America and Product 619:
MAE: 15.2030950041665, MSE: 387.99201136385165, MAPE: 79.21%
Accuracy for North America and Product 620:
MAE: 17.241455115088407, MSE: 498.49776073200667, MAPE: 46.55%
Accuracy for North America and Product 621:
MAE: 8.131944929412949, MSE: 70.43544051750158, MAPE: 31.04%
Accuracy for North America and Product 622:
MAE: 14.119297789548753, MSE: 237.0660869603691, MAPE: 62.27%
Accuracy for North America and Product 623:
MAE: 9.895948236171312, MSE: 169.35541839273944, MAPE: 30.10%
Accuracy for North America and Product 624:
MAE: 11.782529808594663, MSE: 176.5122981998863, MAPE: 29.66%
Accuracy for North America and Product 625:
MAE: 21.161080577812093, MSE: 489.9493817373119, MAPE: 82.95%
Accuracy for North America and Product 626:
MAE: 16.20145362020502, MSE: 291.88316925949096, MAPE: 44.31%
Accuracy for North America and Product 627:
MAE: 6.357411722092176, MSE: 59.5629761938025, MAPE: 17.01%
Accuracy for North America and Product 628:
MAE: 15.77932039797479, MSE: 339.3162169207559, MAPE: 37.50%
Accuracy for North America and Product 629:
MAE: 16.48337191802677, MSE: 418.6126154909319, MAPE: 42.24%
Accuracy for North America and Product 630:
MAE: 12.796265716784399, MSE: 276.6557436037909, MAPE: 32.63%
Accuracy for North America and Product 631:
MAE: 16.887772322038007, MSE: 497.1836961259627, MAPE: 30.79%
Accuracy for North America and Product 632:
MAE: 7.1954325403700725, MSE: 78.43183933813108, MAPE: 14.69%
Accuracy for North America and Product 633:
MAE: 15.398296914964547, MSE: 435.234507309486, MAPE: 36.62%
Accuracy for North America and Product 634:
MAE: 11.863478904612819, MSE: 361.29826822762686, MAPE: 43.24%
Accuracy for North America and Product 635:
MAE: 18.412489377026805, MSE: 378.80191441831664, MAPE: 43.64%
Accuracy for North America and Product 636:
MAE: 17.358083964195295, MSE: 460.8988847977638, MAPE: 103.85%
Accuracy for North America and Product 637:
MAE: 9.699606711224726, MSE: 125.90813852689443, MAPE: 60.96%
Accuracy for North America and Product 638:
MAE: 13.221954347446166, MSE: 247.96532024995804, MAPE: 30.13%
Accuracy for North America and Product 639:
MAE: 11.946616951765018, MSE: 213.88721172898886, MAPE: 48.85%
Accuracy for North America and Product 640:
MAE: 4.873175551497383, MSE: 64.16478734085078, MAPE: 16.01%
Accuracy for North America and Product 641:
MAE: 10.567433014727673, MSE: 139.85891172198427, MAPE: 36.29%
Accuracy for North America and Product 642:
MAE: 21.376277879392504, MSE: 582.3301629396054, MAPE: 92.27%
Accuracy for North America and Product 643:
MAE: 6.2303670219935565, MSE: 116.12075859439801, MAPE: 11.53%
Accuracy for North America and Product 644:
MAE: 10.686981090489057, MSE: 162.76311406507227, MAPE: 25.53%
Accuracy for North America and Product 645:
MAE: 12.992689119680538, MSE: 195.79869357879767, MAPE: 22.37%
Accuracy for North America and Product 646:
MAE: 9.829404431208024, MSE: 114.63823775264912, MAPE: 37.13%
Accuracy for North America and Product 647:
MAE: 14.931899514969325, MSE: 386.3154185069776, MAPE: 59.18%
Accuracy for North America and Product 648:
MAE: 8.647060963145996, MSE: 87.41754919714056, MAPE: 27.27%
Accuracy for North America and Product 649:
MAE: 12.506041050826845, MSE: 172.17266952095298, MAPE: 51.36%
Accuracy for North America and Product 650:
MAE: 16.242831788513644, MSE: 317.6809342862939, MAPE: 80.28%
Accuracy for North America and Product 651:
MAE: 15.047109778111755, MSE: 267.34251954232593, MAPE: 43.68%
Accuracy for North America and Product 652:
MAE: 10.304216715224612, MSE: 168.49727803630847, MAPE: 34.28%
Accuracy for North America and Product 653:
MAE: 19.178189183828472, MSE: 433.1153620252486, MAPE: 67.64%
Accuracy for North America and Product 654:
MAE: 13.961451513567265, MSE: 321.1047458817501, MAPE: 92.28%
Accuracy for North America and Product 655:
MAE: 15.859133329338402, MSE: 461.8715093872155, MAPE: 36.98%
Accuracy for North America and Product 656:
MAE: 12.523537172379394, MSE: 182.43560726779052, MAPE: 36.96%
Accuracy for North America and Product 657:
MAE: 8.83526868029525, MSE: 180.99133284466956, MAPE: 23.54%
Accuracy for North America and Product 658:
MAE: 13.464024371550817, MSE: 270.7011490438135, MAPE: 38.68%
Accuracy for North America and Product 659:
MAE: 20.507072798204018, MSE: 698.6985966199563, MAPE: 90.74%
Accuracy for North America and Product 660:
MAE: 8.363892331204621, MSE: 125.97772329011005, MAPE: 15.29%
Accuracy for North America and Product 661:
MAE: 14.979203024834101, MSE: 366.99632405286, MAPE: 58.95%
Accuracy for North America and Product 662:
MAE: 13.850819905748954, MSE: 313.825099402624, MAPE: 37.88%
Accuracy for North America and Product 663:
MAE: 12.862424759337518, MSE: 272.74034005896414, MAPE: 30.84%
Accuracy for North America and Product 664:
MAE: 16.963266694421456, MSE: 602.9495065691888, MAPE: 42.75%
Accuracy for North America and Product 665:
MAE: 10.263857339272665, MSE: 153.0912407968682, MAPE: 43.53%
Accuracy for North America and Product 666:
MAE: 8.57598078834848, MSE: 124.98176967611394, MAPE: 42.41%
Accuracy for North America and Product 667:
MAE: 15.250902551080571, MSE: 331.1961216747628, MAPE: 57.15%
Accuracy for North America and Product 668:
MAE: 7.675089040791391, MSE: 85.7938146886241, MAPE: 19.28%
Accuracy for North America and Product 669:
MAE: 10.277402160442367, MSE: 142.2628323071695, MAPE: 21.53%
Accuracy for North America and Product 670:
MAE: 10.39847999253052, MSE: 139.00430430217588, MAPE: 37.45%
Accuracy for North America and Product 671:
MAE: 16.654993768684506, MSE: 393.67501143019336, MAPE: 41.38%
Accuracy for North America and Product 672:
MAE: 14.607693965343554, MSE: 336.3254837459049, MAPE: 29.13%
Accuracy for North America and Product 673:
MAE: 15.192288740994988, MSE: 293.2790760083825, MAPE: 61.43%
Accuracy for North America and Product 674:
MAE: 12.4545452693095, MSE: 241.30626616471196, MAPE: 87.75%
Accuracy for North America and Product 675:
MAE: 7.293743837082201, MSE: 60.16632128705352, MAPE: 27.19%
Accuracy for North America and Product 676:
MAE: 28.949956034324725, MSE: 966.8185148640005, MAPE: 133.80%
Accuracy for North America and Product 677:
MAE: 7.938672104682476, MSE: 89.65035778345197, MAPE: 43.49%
Accuracy for North America and Product 678:
MAE: 17.432218027700845, MSE: 449.80132590222485, MAPE: 81.92%
Accuracy for North America and Product 679:
MAE: 12.962472985635264, MSE: 227.63369039550247, MAPE: 23.25%
Accuracy for North America and Product 680:
MAE: 17.657749107155418, MSE: 610.1691429151801, MAPE: 36.40%
Accuracy for North America and Product 681:
MAE: 20.500551811077305, MSE: 646.7565624419451, MAPE: 35.25%
Accuracy for North America and Product 682:
MAE: 8.634838502757123, MSE: 116.28211811475202, MAPE: 24.78%
Accuracy for North America and Product 683:
MAE: 18.335671856970578, MSE: 386.58128898717723, MAPE: 57.10%
Accuracy for North America and Product 684:
MAE: 13.142658223327976, MSE: 253.44501969091272, MAPE: 49.84%
Accuracy for North America and Product 685:
MAE: 13.188717323335885, MSE: 245.28386138619453, MAPE: 34.47%
Accuracy for North America and Product 686:
MAE: 12.933724505027149, MSE: 212.11204926598444, MAPE: 35.10%
Accuracy for North America and Product 687:
MAE: 15.961594185540458, MSE: 294.49456169409234, MAPE: 42.68%
Accuracy for North America and Product 688:
MAE: 12.640702168597656, MSE: 190.45585806762648, MAPE: 34.84%
Accuracy for North America and Product 689:
MAE: 18.364848955034866, MSE: 648.1710965905468, MAPE: 49.59%
Accuracy for North America and Product 690:
MAE: 12.71184433140123, MSE: 299.8257518153355, MAPE: 57.54%
Accuracy for North America and Product 691:
MAE: 8.737432040526974, MSE: 94.63646231354875, MAPE: 19.89%
Accuracy for North America and Product 692:
MAE: 12.272975953720037, MSE: 228.23651858548305, MAPE: 24.40%
Accuracy for North America and Product 693:
MAE: 6.462099803807371, MSE: 87.80745740258291, MAPE: 17.73%
Accuracy for North America and Product 694:
MAE: 18.819829944684763, MSE: 677.561359369405, MAPE: 30.19%
Accuracy for North America and Product 695:
MAE: 15.488123397532267, MSE: 483.4579101550935, MAPE: 38.80%
Accuracy for North America and Product 696:
MAE: 11.03285417720452, MSE: 206.13774831153674, MAPE: 43.75%
Accuracy for North America and Product 697:
MAE: 9.568350359843512, MSE: 166.63198316527104, MAPE: 24.45%
Accuracy for North America and Product 698:
MAE: 15.754891003673631, MSE: 370.2894664499492, MAPE: 46.31%
Accuracy for North America and Product 699:
MAE: 12.381752787828649, MSE: 286.59536671561943, MAPE: 25.45%
Accuracy for North America and Product 700:
MAE: 7.936112812710036, MSE: 90.83985318037472, MAPE: 29.32%
Accuracy for North America and Product 701:
MAE: 10.673085397760174, MSE: 151.1282870597255, MAPE: 63.15%
Accuracy for North America and Product 702:
MAE: 7.60172667387423, MSE: 106.02001069037028, MAPE: 34.58%
Accuracy for North America and Product 703:
MAE: 11.456676388775417, MSE: 205.6474268763521, MAPE: 44.44%
Accuracy for North America and Product 704:
MAE: 21.53334817825189, MSE: 643.790739791333, MAPE: 146.97%
Accuracy for North America and Product 705:
MAE: 7.504837876286655, MSE: 103.31773287063973, MAPE: 16.58%
Accuracy for North America and Product 706:
MAE: 19.93960970314025, MSE: 659.1901194886985, MAPE: 55.41%
Accuracy for North America and Product 707:
MAE: 14.221263972723914, MSE: 233.50072489263002, MAPE: 39.26%
Accuracy for North America and Product 708:
MAE: 11.43015607444054, MSE: 204.39302590128287, MAPE: 41.48%
Accuracy for North America and Product 709:
MAE: 12.203966237225966, MSE: 187.3083560375497, MAPE: 86.35%
Accuracy for North America and Product 710:
MAE: 6.744798416704339, MSE: 56.83929760164392, MAPE: 15.55%
Accuracy for North America and Product 711:
MAE: 11.894765549208888, MSE: 199.55950606176998, MAPE: 40.59%
Accuracy for North America and Product 712:
MAE: 14.569370045611198, MSE: 274.55956582321176, MAPE: 34.56%
Accuracy for North America and Product 713:
MAE: 14.480181694533888, MSE: 398.85882441063467, MAPE: 41.17%
Accuracy for North America and Product 714:
MAE: 7.715676234577356, MSE: 70.86671501061286, MAPE: 25.25%
Accuracy for North America and Product 715:
MAE: 7.5908073205375075, MSE: 137.02238592320262, MAPE: 16.85%
Accuracy for North America and Product 716:
MAE: 11.623339693440396, MSE: 222.49058919354397, MAPE: 32.91%
Accuracy for North America and Product 717:
MAE: 15.863753540599978, MSE: 324.02877460889647, MAPE: 45.27%
Accuracy for North America and Product 718:
MAE: 23.815471899649793, MSE: 695.3975843717984, MAPE: 59.35%
Accuracy for North America and Product 719:
MAE: 17.76518989545794, MSE: 469.39789095303456, MAPE: 33.94%
Accuracy for North America and Product 720:
MAE: 11.489621792244659, MSE: 188.96581810341223, MAPE: 52.74%
Accuracy for North America and Product 721:
MAE: 15.00197464736242, MSE: 242.5166683691752, MAPE: 61.95%
Accuracy for North America and Product 722:
MAE: 14.466914851806006, MSE: 318.69351269956917, MAPE: 63.45%
Accuracy for North America and Product 723:
MAE: 17.845204978444094, MSE: 381.11380635699953, MAPE: 54.20%
Accuracy for North America and Product 724:
MAE: 10.039856559057476, MSE: 240.47665372598607, MAPE: 51.84%
Accuracy for North America and Product 725:
MAE: 12.327967763050605, MSE: 186.15996308351063, MAPE: 53.63%
Accuracy for North America and Product 726:
MAE: 21.41723773989593, MSE: 554.870494483358, MAPE: 103.78%
Accuracy for North America and Product 727:
MAE: 19.753663341896537, MSE: 570.1210524103176, MAPE: 125.99%
Accuracy for North America and Product 728:
MAE: 8.39115204793664, MSE: 116.03395388071428, MAPE: 23.77%
Accuracy for North America and Product 729:
MAE: 20.82363803965603, MSE: 486.62283049402913, MAPE: 50.39%
Accuracy for North America and Product 730:
MAE: 9.908483980367947, MSE: 159.05630252554255, MAPE: 32.68%
Accuracy for North America and Product 731:
MAE: 10.442157160668797, MSE: 134.49622136289298, MAPE: 30.62%
Accuracy for North America and Product 732:
MAE: 10.071962935909912, MSE: 174.47536195395642, MAPE: 24.48%
Accuracy for North America and Product 733:
MAE: 18.927008162638014, MSE: 779.174661556716, MAPE: 33.85%
Accuracy for North America and Product 734:
MAE: 15.60888192893795, MSE: 443.25357758027974, MAPE: 33.12%
Accuracy for North America and Product 735:
MAE: 8.76116444471612, MSE: 106.263400061856, MAPE: 31.58%
Accuracy for North America and Product 736:
MAE: 13.181120836067743, MSE: 223.50497850492417, MAPE: 46.75%
Accuracy for North America and Product 737:
MAE: 8.699311095925948, MSE: 100.5206382754305, MAPE: 17.06%
Accuracy for North America and Product 738:
MAE: 14.576007467709621, MSE: 357.9127119277323, MAPE: 79.71%
Accuracy for North America and Product 739:
MAE: 6.740867468391255, MSE: 71.22190961343567, MAPE: 14.97%
Accuracy for North America and Product 740:
MAE: 11.032087808072912, MSE: 149.83986223658775, MAPE: 33.05%
Accuracy for North America and Product 741:
MAE: 13.979175053128827, MSE: 354.2154369605495, MAPE: 35.02%
Accuracy for North America and Product 742:
MAE: 14.033763664514481, MSE: 318.0718006601302, MAPE: 29.18%
Accuracy for North America and Product 743:
MAE: 20.221190755372227, MSE: 494.17376144724824, MAPE: 99.43%
Accuracy for North America and Product 744:
MAE: 6.419734296349427, MSE: 65.68045110964415, MAPE: 23.90%
Accuracy for North America and Product 745:
MAE: 12.097574683470487, MSE: 251.00675667549473, MAPE: 36.77%
Accuracy for North America and Product 746:
MAE: 18.002541533284422, MSE: 533.2974197954006, MAPE: 42.32%
Accuracy for North America and Product 747:
MAE: 13.420834184807092, MSE: 255.54387122339443, MAPE: 32.31%
Accuracy for North America and Product 748:
MAE: 16.383619632206244, MSE: 295.7913613969441, MAPE: 41.52%
Accuracy for North America and Product 749:
MAE: 13.063028604762332, MSE: 326.7513399293487, MAPE: 34.93%
Accuracy for North America and Product 750:
MAE: 14.90077794558934, MSE: 309.8882530441346, MAPE: 32.89%
Accuracy for North America and Product 751:
MAE: 6.241124771160715, MSE: 56.39630139991415, MAPE: 18.81%
Accuracy for North America and Product 752:
MAE: 8.079390799731337, MSE: 100.96283009576985, MAPE: 20.22%
Accuracy for North America and Product 753:
MAE: 11.414856620474875, MSE: 140.9044006359656, MAPE: 27.67%
Accuracy for North America and Product 754:
MAE: 7.965921846652302, MSE: 135.58850480003767, MAPE: 18.66%
Accuracy for North America and Product 755:
MAE: 11.285233967434419, MSE: 171.12380637655707, MAPE: 27.69%
Accuracy for North America and Product 756:
MAE: 12.239723101478791, MSE: 319.2768640290228, MAPE: 22.31%
Accuracy for North America and Product 757:
MAE: 15.962075255697982, MSE: 307.7582553792394, MAPE: 33.22%
Accuracy for North America and Product 758:
MAE: 16.7926655409822, MSE: 347.88529516479724, MAPE: 84.89%
Accuracy for North America and Product 759:
MAE: 22.36858635021366, MSE: 605.7050627454657, MAPE: 49.51%
Accuracy for North America and Product 760:
MAE: 18.15192793922091, MSE: 371.5320932715196, MAPE: 41.04%
Accuracy for North America and Product 761:
MAE: 14.644146957667715, MSE: 243.05967963464482, MAPE: 52.70%
Accuracy for North America and Product 762:
MAE: 6.32426289051367, MSE: 52.014416689234224, MAPE: 16.27%
Accuracy for North America and Product 763:
MAE: 8.26126638559162, MSE: 101.93392612196851, MAPE: 28.15%
Accuracy for North America and Product 764:
MAE: 11.01334670968111, MSE: 242.42489279195865, MAPE: 23.23%
Accuracy for North America and Product 765:
MAE: 11.263546082822387, MSE: 321.538934866292, MAPE: 27.26%
Accuracy for North America and Product 766:
MAE: 7.511393169806761, MSE: 105.04338215237189, MAPE: 12.72%
Accuracy for North America and Product 767:
MAE: 16.86178219123326, MSE: 340.55132813316015, MAPE: 41.96%
Accuracy for North America and Product 768:
MAE: 10.177199698718958, MSE: 242.0396697155285, MAPE: 16.82%
Accuracy for North America and Product 769:
MAE: 8.245772020425196, MSE: 102.86586585911216, MAPE: 23.36%
Accuracy for North America and Product 770:
MAE: 26.611387913105354, MSE: 1021.0618706261439, MAPE: 91.02%
Accuracy for North America and Product 771:
MAE: 17.8641520460919, MSE: 502.1120964596509, MAPE: 39.28%
Accuracy for North America and Product 772:
MAE: 8.041757797290305, MSE: 68.63763678909584, MAPE: 22.60%
Accuracy for North America and Product 773:
MAE: 18.82879500239435, MSE: 551.6473484526283, MAPE: 43.00%
Accuracy for North America and Product 774:
MAE: 21.310373593853154, MSE: 472.41460416731127, MAPE: 61.56%
Accuracy for North America and Product 775:
MAE: 4.874071078380753, MSE: 24.98554138644332, MAPE: 18.97%
Accuracy for North America and Product 776:
MAE: 8.842857835317673, MSE: 109.14033932985087, MAPE: 30.98%
Accuracy for North America and Product 777:
MAE: 7.466487266847172, MSE: 70.17986136404646, MAPE: 24.47%
Accuracy for North America and Product 778:
MAE: 8.410204276221341, MSE: 89.33394828458162, MAPE: 33.04%
Accuracy for North America and Product 779:
MAE: 10.62966026299322, MSE: 188.90334180585305, MAPE: 24.39%
Accuracy for North America and Product 780:
MAE: 11.768459832056227, MSE: 159.3873256418987, MAPE: 30.85%
Accuracy for North America and Product 781:
MAE: 14.159812120555426, MSE: 344.1889638424939, MAPE: 34.87%
Accuracy for North America and Product 782:
MAE: 11.374281244024058, MSE: 302.01345565830997, MAPE: 19.55%
Accuracy for North America and Product 783:
MAE: 8.532288309985779, MSE: 185.01708725748108, MAPE: 61.93%
Accuracy for North America and Product 784:
MAE: 9.765322848429443, MSE: 141.76255638991896, MAPE: 45.21%
Accuracy for North America and Product 785:
MAE: 18.6286963983043, MSE: 429.1266927078791, MAPE: 42.21%
Accuracy for North America and Product 786:
MAE: 11.429663977420777, MSE: 174.29263665655418, MAPE: 58.59%
Accuracy for North America and Product 787:
MAE: 6.100283031425212, MSE: 75.76527160412061, MAPE: 16.25%
Accuracy for North America and Product 788:
MAE: 17.09853278374462, MSE: 390.3124558492917, MAPE: 35.59%
Accuracy for North America and Product 789:
MAE: 16.815815229566894, MSE: 413.76923888664396, MAPE: 46.10%
Accuracy for North America and Product 790:
MAE: 17.815536540854282, MSE: 364.81899399680543, MAPE: 47.16%
Accuracy for North America and Product 791:
MAE: 12.636059065536292, MSE: 201.31691045668322, MAPE: 41.81%
Accuracy for North America and Product 792:
MAE: 13.870910318850926, MSE: 246.74332294767464, MAPE: 44.35%
Accuracy for North America and Product 793:
MAE: 14.666058881683501, MSE: 376.4443393354138, MAPE: 83.06%
Accuracy for North America and Product 794:
MAE: 11.684445385494215, MSE: 255.6932196564175, MAPE: 29.41%
Accuracy for North America and Product 795:
MAE: 9.761942726404477, MSE: 129.10459565226694, MAPE: 23.87%
Accuracy for North America and Product 796:
MAE: 16.921377897028414, MSE: 537.2859021550817, MAPE: 33.30%
Accuracy for North America and Product 797:
MAE: 7.241502753062642, MSE: 69.09721560829941, MAPE: 22.11%
Accuracy for North America and Product 798:
MAE: 8.114072876132964, MSE: 134.08826470131802, MAPE: 13.89%
Accuracy for North America and Product 799:
MAE: 11.761748228969378, MSE: 204.85523721278486, MAPE: 31.62%
Accuracy for North America and Product 800:
MAE: 5.358736596735288, MSE: 42.60990019880079, MAPE: 11.51%
Accuracy for North America and Product 801:
MAE: 11.399950682786494, MSE: 190.3075204520259, MAPE: 36.15%
Accuracy for North America and Product 802:
MAE: 11.115361077162982, MSE: 168.39789575211276, MAPE: 46.12%
Accuracy for North America and Product 803:
MAE: 17.393489036286987, MSE: 350.1474122880341, MAPE: 52.32%
Accuracy for North America and Product 804:
MAE: 20.985184404643974, MSE: 587.5162065911416, MAPE: 68.75%
Accuracy for North America and Product 805:
MAE: 15.691861119442894, MSE: 355.9169546685272, MAPE: 53.53%
Accuracy for North America and Product 806:
MAE: 9.748995627780157, MSE: 147.45059338426614, MAPE: 33.59%
Accuracy for North America and Product 807:
MAE: 9.46438209425007, MSE: 100.2811300700055, MAPE: 29.39%
Accuracy for North America and Product 808:
MAE: 7.849986305302766, MSE: 63.125870117309304, MAPE: 23.26%
Accuracy for North America and Product 809:
MAE: 9.562919192536055, MSE: 248.5140257453101, MAPE: 37.78%
Accuracy for North America and Product 810:
MAE: 13.283654169767448, MSE: 193.96307961111802, MAPE: 24.82%
Accuracy for North America and Product 811:
MAE: 9.625827325109451, MSE: 157.7021735840016, MAPE: 18.88%
Accuracy for North America and Product 812:
MAE: 19.612557439587924, MSE: 505.12611061549495, MAPE: 528.67%
Accuracy for North America and Product 813:
MAE: 7.975849150777973, MSE: 100.40794148954802, MAPE: 28.03%
Accuracy for North America and Product 814:
MAE: 14.165702788787826, MSE: 218.53201987802316, MAPE: 40.27%
Accuracy for North America and Product 815:
MAE: 9.741512137117258, MSE: 111.3176700971776, MAPE: 22.84%
Accuracy for North America and Product 816:
MAE: 11.289313317883515, MSE: 220.63805641368072, MAPE: 28.77%
Accuracy for North America and Product 817:
MAE: 13.456406657070033, MSE: 235.88532997635548, MAPE: 57.74%
Accuracy for North America and Product 818:
MAE: 15.920321137064832, MSE: 328.3563148060594, MAPE: 46.75%
Accuracy for North America and Product 819:
MAE: 11.918060277241594, MSE: 194.01410819175297, MAPE: 36.81%
Accuracy for North America and Product 820:
MAE: 10.631561595677962, MSE: 183.74604387308068, MAPE: 45.64%
Accuracy for North America and Product 821:
MAE: 17.725380825508662, MSE: 571.8717119436394, MAPE: 47.93%
Accuracy for North America and Product 822:
MAE: 11.612181981389794, MSE: 194.76948909729822, MAPE: 45.67%
Accuracy for North America and Product 823:
MAE: 10.850144118509121, MSE: 157.03151591338215, MAPE: 32.68%
Accuracy for North America and Product 824:
MAE: 7.601057649366356, MSE: 97.21725190976431, MAPE: 22.52%
Accuracy for North America and Product 825:
MAE: 13.812917492028877, MSE: 291.49029506519605, MAPE: 60.70%
Accuracy for North America and Product 826:
MAE: 7.997191139326492, MSE: 96.94165046849416, MAPE: 26.96%
Accuracy for North America and Product 827:
MAE: 9.059071938623445, MSE: 121.53702370298804, MAPE: 20.71%
Accuracy for North America and Product 828:
MAE: 16.499769528686876, MSE: 406.6179406653219, MAPE: 38.46%
Accuracy for North America and Product 829:
MAE: 9.766624587004088, MSE: 131.51683073845598, MAPE: 88.27%
Accuracy for North America and Product 830:
MAE: 17.594253226840713, MSE: 512.719128038071, MAPE: 52.21%
Accuracy for North America and Product 831:
MAE: 9.184753467306738, MSE: 120.2278822134958, MAPE: 25.11%
Accuracy for North America and Product 832:
MAE: 19.01258499059129, MSE: 430.511759099354, MAPE: 60.86%
Accuracy for North America and Product 833:
MAE: 12.803106735931248, MSE: 246.67721641266021, MAPE: 33.11%
Accuracy for North America and Product 834:
MAE: 14.472460390950607, MSE: 352.50287660359817, MAPE: 27.50%
Accuracy for North America and Product 835:
MAE: 14.344955054172654, MSE: 293.8821891729659, MAPE: 62.73%
Accuracy for North America and Product 836:
MAE: 8.38935545933051, MSE: 88.47847763766549, MAPE: 21.49%
Accuracy for North America and Product 837:
MAE: 10.669185834041286, MSE: 159.46765366135367, MAPE: 31.79%
Accuracy for North America and Product 838:
MAE: 14.747131090610281, MSE: 252.76646904035314, MAPE: 48.11%
Accuracy for North America and Product 839:
MAE: 18.026118703039376, MSE: 490.3772665151837, MAPE: 86.07%
Accuracy for North America and Product 840:
MAE: 7.953325443742264, MSE: 72.06614768054013, MAPE: 26.67%
Accuracy for North America and Product 841:
MAE: 5.958667070125149, MSE: 46.84957648877089, MAPE: 15.30%
Accuracy for North America and Product 842:
MAE: 21.82448613587896, MSE: 504.32806466244665, MAPE: 594.28%
Accuracy for North America and Product 843:
MAE: 13.808168825682486, MSE: 330.6374240752931, MAPE: 34.27%
Accuracy for North America and Product 844:
MAE: 12.603855664004298, MSE: 332.1226857686318, MAPE: 41.17%
Accuracy for North America and Product 845:
MAE: 3.791945359204317, MSE: 20.75880479005764, MAPE: 13.64%
Accuracy for North America and Product 846:
MAE: 10.638467164109986, MSE: 155.38923730800684, MAPE: 29.99%
Accuracy for North America and Product 847:
MAE: 13.799418798647093, MSE: 265.10628188847005, MAPE: 34.80%
Accuracy for North America and Product 848:
MAE: 16.32775093590661, MSE: 287.0869561080684, MAPE: 36.39%
Accuracy for North America and Product 849:
MAE: 7.307806509353912, MSE: 88.70523660834608, MAPE: 21.21%
Accuracy for North America and Product 850:
MAE: 16.832792717247834, MSE: 341.4585502886638, MAPE: 39.92%
Accuracy for North America and Product 851:
MAE: 15.3648833845063, MSE: 260.2424114519631, MAPE: 58.86%
Accuracy for North America and Product 852:
MAE: 8.900387114215121, MSE: 115.95071310388525, MAPE: 26.10%
Accuracy for North America and Product 853:
MAE: 15.114396127389217, MSE: 356.4195899782544, MAPE: 30.96%
Accuracy for North America and Product 854:
MAE: 12.743170082326898, MSE: 215.08294912108266, MAPE: 35.50%
Accuracy for North America and Product 855:
MAE: 10.195873985515982, MSE: 124.16901926574292, MAPE: 37.26%
Accuracy for North America and Product 856:
MAE: 13.8303425916986, MSE: 291.44018867890344, MAPE: 37.94%
Accuracy for North America and Product 857:
MAE: 23.535956508177243, MSE: 561.3829273108307, MAPE: 97.49%
Accuracy for North America and Product 858:
MAE: 17.38559304810851, MSE: 375.0602387084617, MAPE: 33.52%
Accuracy for North America and Product 859:
MAE: 11.745467000608162, MSE: 225.32936769996394, MAPE: 29.23%
Accuracy for North America and Product 860:
MAE: 10.728633721531915, MSE: 169.72110700812854, MAPE: 22.64%
Accuracy for North America and Product 861:
MAE: 6.679614819865918, MSE: 63.6267824009502, MAPE: 18.51%
Accuracy for North America and Product 862:
MAE: 16.820252637790773, MSE: 319.64667022095296, MAPE: 105.06%
Accuracy for North America and Product 863:
MAE: 13.632275548133, MSE: 313.19570761832955, MAPE: 50.47%
Accuracy for North America and Product 864:
MAE: 9.133819385378308, MSE: 126.89671122650148, MAPE: 31.54%
Accuracy for North America and Product 865:
MAE: 13.730649409704839, MSE: 319.9206774054986, MAPE: 34.97%
Accuracy for North America and Product 866:
MAE: 18.120109278380816, MSE: 447.3434096949617, MAPE: 49.38%
Accuracy for North America and Product 867:
MAE: 9.265085259503321, MSE: 130.10241328705465, MAPE: 22.48%
Accuracy for North America and Product 868:
MAE: 9.505888815355437, MSE: 116.46818372156278, MAPE: 29.33%
Accuracy for North America and Product 869:
MAE: 11.02134334648188, MSE: 130.65222405600213, MAPE: 31.11%
Accuracy for North America and Product 870:
MAE: 12.795341925963612, MSE: 234.31053988886666, MAPE: 34.51%
Accuracy for North America and Product 871:
MAE: 13.354347618198096, MSE: 249.20212619896537, MAPE: 35.59%
Accuracy for North America and Product 872:
MAE: 13.024695937151927, MSE: 211.7009898857291, MAPE: 52.58%
Accuracy for North America and Product 873:
MAE: 17.374181784353397, MSE: 398.1030882214667, MAPE: 34.92%
Accuracy for North America and Product 874:
MAE: 5.223989401335578, MSE: 50.29488874989146, MAPE: 18.98%
Accuracy for North America and Product 875:
MAE: 8.329708812843117, MSE: 106.0283613011708, MAPE: 36.96%
Accuracy for North America and Product 876:
MAE: 15.673035468516407, MSE: 325.1053649466653, MAPE: 48.60%
Accuracy for North America and Product 877:
MAE: 9.189274390798358, MSE: 160.9183076179342, MAPE: 27.32%
Accuracy for North America and Product 878:
MAE: 11.92097160896792, MSE: 169.13169901081028, MAPE: 33.71%
Accuracy for North America and Product 879:
MAE: 8.632616870282302, MSE: 125.64016484502595, MAPE: 28.49%
Accuracy for North America and Product 880:
MAE: 10.65926705919134, MSE: 136.47956978970197, MAPE: 41.47%
Accuracy for North America and Product 881:
MAE: 13.191473887764493, MSE: 198.65062808381253, MAPE: 24.13%
Accuracy for North America and Product 882:
MAE: 8.089747725856071, MSE: 96.98777701856197, MAPE: 24.49%
Accuracy for North America and Product 883:
MAE: 23.454114666976274, MSE: 783.6897441537972, MAPE: 45.38%
Accuracy for North America and Product 884:
MAE: 8.465337632293911, MSE: 154.7968611524721, MAPE: 18.49%
Accuracy for North America and Product 885:
MAE: 17.507695159324594, MSE: 408.343536754866, MAPE: 38.93%
Accuracy for North America and Product 886:
MAE: 19.624386106610455, MSE: 565.8123245237354, MAPE: 49.91%
Accuracy for North America and Product 887:
MAE: 14.040351463556906, MSE: 249.2723391336764, MAPE: 27.96%
Accuracy for North America and Product 888:
MAE: 17.300888332013244, MSE: 331.29847087595215, MAPE: 66.33%
Accuracy for North America and Product 889:
MAE: 15.992980052696918, MSE: 270.60517532350417, MAPE: 58.31%
Accuracy for North America and Product 890:
MAE: 16.154088281491433, MSE: 367.5213319555949, MAPE: 82.51%
Accuracy for North America and Product 891:
MAE: 9.715356934144914, MSE: 133.01492746758828, MAPE: 25.69%
Accuracy for North America and Product 892:
MAE: 13.273024301575845, MSE: 249.91291211335474, MAPE: 29.43%
Accuracy for North America and Product 893:
MAE: 11.448947168993334, MSE: 224.78467583483024, MAPE: 23.33%
Accuracy for North America and Product 894:
MAE: 3.7029311027599947, MSE: 17.024557281554756, MAPE: 13.71%
Accuracy for North America and Product 895:
MAE: 14.853078905014144, MSE: 274.0202511032874, MAPE: 101.08%
Accuracy for North America and Product 896:
MAE: 14.777045877224305, MSE: 248.31286152443795, MAPE: 45.57%
Accuracy for North America and Product 897:
MAE: 11.30231762917584, MSE: 191.51589794417896, MAPE: 21.27%
Accuracy for North America and Product 898:
MAE: 20.65708490389088, MSE: 580.5855065766679, MAPE: 66.43%
Accuracy for North America and Product 899:
MAE: 8.546118610489401, MSE: 148.32963899053627, MAPE: 39.11%
Accuracy for North America and Product 900:
MAE: 5.039863422581541, MSE: 29.262845946430645, MAPE: 16.67%
Accuracy for North America and Product 901:
MAE: 16.678509504341974, MSE: 503.43796698476183, MAPE: 121.34%
Accuracy for North America and Product 902:
MAE: 11.459134033287011, MSE: 258.8005603218664, MAPE: 58.80%
Accuracy for North America and Product 903:
MAE: 11.24695873023003, MSE: 134.74942077498017, MAPE: 22.36%
Accuracy for North America and Product 904:
MAE: 19.639400630859523, MSE: 595.1506733661072, MAPE: 99.51%
Accuracy for North America and Product 905:
MAE: 15.708801912250738, MSE: 314.63897011857705, MAPE: 35.73%
Accuracy for North America and Product 906:
MAE: 7.992467248754743, MSE: 115.13718768367596, MAPE: 18.26%
Accuracy for North America and Product 907:
MAE: 16.61722493509155, MSE: 347.6641233831417, MAPE: 39.16%
Accuracy for North America and Product 908:
MAE: 17.781552673253707, MSE: 426.64019886654404, MAPE: 53.20%
Accuracy for North America and Product 909:
MAE: 26.14268558797096, MSE: 1008.2712877569662, MAPE: 83.89%
Accuracy for North America and Product 910:
MAE: 12.09191402686009, MSE: 164.4425531996493, MAPE: 52.82%
Accuracy for North America and Product 911:
MAE: 19.117047105446044, MSE: 480.4254682971388, MAPE: 57.59%
Accuracy for North America and Product 912:
MAE: 21.79848850641215, MSE: 561.2134965414353, MAPE: 59.13%
Accuracy for North America and Product 913:
MAE: 16.09301152767653, MSE: 396.63435452836876, MAPE: 41.84%
Accuracy for North America and Product 914:
MAE: 17.962764595214743, MSE: 400.98637695439896, MAPE: 55.46%
Accuracy for North America and Product 915:
MAE: 6.684448434033426, MSE: 59.779445532346, MAPE: 18.26%
Accuracy for North America and Product 916:
MAE: 12.23295938634919, MSE: 190.78527532101467, MAPE: 31.15%
Accuracy for North America and Product 917:
MAE: 20.31888831312705, MSE: 853.8955634659385, MAPE: 36.17%
Accuracy for North America and Product 918:
MAE: 7.801161797493118, MSE: 68.61477798120849, MAPE: 17.43%
Accuracy for North America and Product 919:
MAE: 23.631742923707, MSE: 1015.0954593502842, MAPE: 42.74%
Accuracy for North America and Product 920:
MAE: 11.68029986006054, MSE: 193.96825326762638, MAPE: 32.02%
Accuracy for North America and Product 921:
MAE: 20.159464924632186, MSE: 552.1447784170565, MAPE: 59.65%
Accuracy for North America and Product 922:
MAE: 13.547181879434817, MSE: 281.06074916396153, MAPE: 25.90%
Accuracy for North America and Product 923:
MAE: 9.465331292097003, MSE: 198.58251226064024, MAPE: 22.14%
Accuracy for North America and Product 924:
MAE: 12.894058777007753, MSE: 183.0603111455179, MAPE: 46.89%
Accuracy for North America and Product 925:
MAE: 11.271582237845625, MSE: 159.71852743222894, MAPE: 34.30%
Accuracy for North America and Product 926:
MAE: 12.4102763459133, MSE: 196.2615508265814, MAPE: 33.24%
Accuracy for North America and Product 927:
MAE: 19.418583780908865, MSE: 608.2006357735502, MAPE: 56.95%
Accuracy for North America and Product 928:
MAE: 10.233337526366006, MSE: 190.40334566272645, MAPE: 22.24%
Accuracy for North America and Product 929:
MAE: 21.862120624132597, MSE: 533.0631988340072, MAPE: 60.97%
Accuracy for North America and Product 930:
MAE: 9.431508252088443, MSE: 140.88715664838742, MAPE: 24.51%
Accuracy for North America and Product 931:
MAE: 22.35981334377013, MSE: 673.0003763615651, MAPE: 94.89%
Accuracy for North America and Product 932:
MAE: 14.792878642244393, MSE: 284.084110100311, MAPE: 66.30%
Accuracy for North America and Product 933:
MAE: 12.092070937684017, MSE: 281.66076038328634, MAPE: 424.92%
Accuracy for North America and Product 934:
MAE: 12.638953011116964, MSE: 176.35279895446962, MAPE: 33.88%
Accuracy for North America and Product 935:
MAE: 7.900946999928353, MSE: 83.71039744824039, MAPE: 28.08%
Accuracy for North America and Product 936:
MAE: 7.83683525988271, MSE: 110.0099017481704, MAPE: 21.69%
Accuracy for North America and Product 937:
MAE: 18.029490991984023, MSE: 465.01570590991986, MAPE: 61.88%
Accuracy for North America and Product 938:
MAE: 13.459402835389875, MSE: 203.1677675715163, MAPE: 60.22%
Accuracy for North America and Product 939:
MAE: 9.240785020014878, MSE: 125.68817136908486, MAPE: 21.22%
Accuracy for North America and Product 940:
MAE: 8.578397024910887, MSE: 107.23614504500003, MAPE: 19.88%
Accuracy for North America and Product 941:
MAE: 14.487172141060876, MSE: 270.7604110039215, MAPE: 51.39%
Accuracy for North America and Product 942:
MAE: 14.230075102136448, MSE: 415.0915382331218, MAPE: 24.30%
Accuracy for North America and Product 943:
MAE: 8.05363617251874, MSE: 98.90391597495886, MAPE: 36.36%
Accuracy for North America and Product 944:
MAE: 23.476503930506937, MSE: 655.5026274073966, MAPE: 65.39%
Accuracy for North America and Product 945:
MAE: 14.121221052082749, MSE: 284.5537828163282, MAPE: 30.42%
Accuracy for North America and Product 946:
MAE: 12.283862688557488, MSE: 204.05079575095746, MAPE: 46.80%
Accuracy for North America and Product 947:
MAE: 17.263240186365774, MSE: 349.6001422529707, MAPE: 73.48%
Accuracy for North America and Product 948:
MAE: 10.700973695359847, MSE: 139.85438307523034, MAPE: 27.13%
Accuracy for North America and Product 949:
MAE: 12.768077195289095, MSE: 229.0815900421088, MAPE: 85.48%
Accuracy for North America and Product 950:
MAE: 16.591326303504076, MSE: 355.87964543501505, MAPE: 53.51%
Accuracy for North America and Product 951:
MAE: 12.214096079644566, MSE: 213.4197101724742, MAPE: 35.51%
Accuracy for North America and Product 952:
MAE: 9.73395628210056, MSE: 156.64532316869494, MAPE: 23.45%
Accuracy for North America and Product 953:
MAE: 8.44680271769045, MSE: 117.55162131729648, MAPE: 20.87%
Accuracy for North America and Product 954:
MAE: 9.559895274258682, MSE: 161.08237915195704, MAPE: 22.93%
Accuracy for North America and Product 955:
MAE: 13.290626942079166, MSE: 258.2497150995009, MAPE: 27.68%
Accuracy for North America and Product 956:
MAE: 8.325503802969843, MSE: 129.96303452757797, MAPE: 21.05%
Accuracy for North America and Product 957:
MAE: 8.088303058322442, MSE: 116.96103509868287, MAPE: 34.36%
Accuracy for North America and Product 958:
MAE: 14.938330784109024, MSE: 326.1606403288894, MAPE: 47.46%
Accuracy for North America and Product 959:
MAE: 7.298109127475023, MSE: 68.60578963806077, MAPE: 25.68%
Accuracy for North America and Product 960:
MAE: 16.612966317307848, MSE: 336.0556729314539, MAPE: 67.27%
Accuracy for North America and Product 961:
MAE: 12.307946081262836, MSE: 181.4453814272006, MAPE: 47.81%
Accuracy for North America and Product 962:
MAE: 11.554422074134646, MSE: 205.76205913778813, MAPE: 38.53%
Accuracy for North America and Product 963:
MAE: 10.296910215048786, MSE: 171.76738734342683, MAPE: 45.15%
Accuracy for North America and Product 964:
MAE: 14.227314676475947, MSE: 341.40436004730856, MAPE: 39.01%
Accuracy for North America and Product 965:
MAE: 15.07676936658848, MSE: 381.0824373550164, MAPE: 38.99%
Accuracy for North America and Product 966:
MAE: 27.22437410212105, MSE: 1149.5383367224624, MAPE: 88.35%
Accuracy for North America and Product 967:
MAE: 12.016640984594174, MSE: 196.15602642802241, MAPE: 27.66%
Accuracy for North America and Product 968:
MAE: 16.180090917096713, MSE: 348.87719465002823, MAPE: 68.00%
Accuracy for North America and Product 969:
MAE: 11.579703998080541, MSE: 207.8518020547478, MAPE: 40.36%
Accuracy for North America and Product 970:
MAE: 14.761715169436565, MSE: 279.12240344765553, MAPE: 71.69%
Accuracy for North America and Product 971:
MAE: 14.0943727501819, MSE: 227.37488131127708, MAPE: 41.60%
Accuracy for North America and Product 972:
MAE: 7.749948746377936, MSE: 88.02593249891393, MAPE: 26.12%
Accuracy for North America and Product 973:
MAE: 10.703508317861136, MSE: 153.63397540275037, MAPE: 32.15%
Accuracy for North America and Product 974:
MAE: 16.26884759918922, MSE: 418.14200193629495, MAPE: 42.21%
Accuracy for North America and Product 975:
MAE: 14.117174908915924, MSE: 240.47616537748257, MAPE: 44.58%
Accuracy for North America and Product 976:
MAE: 10.752748996484733, MSE: 166.88840815544683, MAPE: 29.52%
Accuracy for North America and Product 977:
MAE: 12.74122753932424, MSE: 206.43567908930277, MAPE: 29.96%
Accuracy for North America and Product 978:
MAE: 11.218993431198587, MSE: 182.12154390915597, MAPE: 50.51%
Accuracy for North America and Product 979:
MAE: 12.585335369035844, MSE: 296.2417313607226, MAPE: 27.80%
Accuracy for North America and Product 980:
MAE: 15.552113795743589, MSE: 259.6680127397165, MAPE: 58.82%
Accuracy for North America and Product 981:
MAE: 5.834250403091554, MSE: 36.697597047819634, MAPE: 16.98%
Accuracy for North America and Product 982:
MAE: 16.207015733656288, MSE: 456.33644457322544, MAPE: 44.61%
Accuracy for North America and Product 983:
MAE: 23.736650376291937, MSE: 908.3142234596211, MAPE: 155.75%
Accuracy for North America and Product 984:
MAE: 6.3624319931042, MSE: 64.16679494119956, MAPE: 18.22%
Accuracy for North America and Product 985:
MAE: 5.402596749037331, MSE: 40.61565647898148, MAPE: 12.39%
Accuracy for North America and Product 986:
MAE: 12.938525438265504, MSE: 194.16779405490342, MAPE: 54.23%
Accuracy for North America and Product 987:
MAE: 9.822018141899827, MSE: 162.00168927113776, MAPE: 24.72%
Accuracy for North America and Product 988:
MAE: 5.4846935702583846, MSE: 38.77495958655951, MAPE: 11.30%
Accuracy for North America and Product 989:
MAE: 13.866302260335369, MSE: 257.4690771931672, MAPE: 53.90%
Accuracy for North America and Product 990:
MAE: 11.196484272357347, MSE: 183.9883573184346, MAPE: 43.94%
Accuracy for North America and Product 991:
MAE: 9.13172442011933, MSE: 139.37355465988787, MAPE: 26.60%
Accuracy for North America and Product 992:
MAE: 9.356337497836172, MSE: 123.39266578406173, MAPE: 44.91%
Accuracy for North America and Product 993:
MAE: 21.27872549984766, MSE: 654.4064425623247, MAPE: 48.26%
Accuracy for North America and Product 994:
MAE: 9.92790269895018, MSE: 104.80572562021605, MAPE: 21.75%
Accuracy for North America and Product 995:
MAE: 5.35065846670595, MSE: 42.739705621051804, MAPE: 15.87%
Accuracy for North America and Product 996:
MAE: 11.520644202801256, MSE: 179.09546875182227, MAPE: 46.39%
Accuracy for North America and Product 997:
MAE: 8.240458275472022, MSE: 131.92574658236663, MAPE: 20.73%
Accuracy for North America and Product 998:
MAE: 15.055447024350343, MSE: 285.3368709932438, MAPE: 49.54%
Accuracy for North America and Product 999:
MAE: 5.0870988865708044, MSE: 45.41580027689612, MAPE: 13.20%
Accuracy for South America and Product 100:
MAE: 8.00618539750216, MSE: 90.33352716471379, MAPE: 22.95%
Accuracy for South America and Product 101:
MAE: 19.984182271872687, MSE: 661.785429126471, MAPE: 182.63%
Accuracy for South America and Product 102:
MAE: 20.00939721339474, MSE: 492.0274661170758, MAPE: 47.09%
Accuracy for South America and Product 103:
MAE: 7.343350974152744, MSE: 75.0527884060851, MAPE: 21.77%
Accuracy for South America and Product 104:
MAE: 15.035208481261908, MSE: 379.5179578445375, MAPE: 34.99%
Accuracy for South America and Product 105:
MAE: 16.82179111836221, MSE: 324.09144143506103, MAPE: 59.49%
Accuracy for South America and Product 106:
MAE: 11.108054304477884, MSE: 152.9577858391188, MAPE: 37.95%
Accuracy for South America and Product 107:
MAE: 6.526753840993176, MSE: 69.80151751035487, MAPE: 18.58%
Accuracy for South America and Product 108:
MAE: 20.794589842501534, MSE: 632.4455341771452, MAPE: 44.82%
Accuracy for South America and Product 109:
MAE: 19.26616788300254, MSE: 424.39514628686504, MAPE: 81.35%
Accuracy for South America and Product 110:
MAE: 12.861200987435913, MSE: 225.25184773389338, MAPE: 52.41%
Accuracy for South America and Product 111:
MAE: 19.72885477857923, MSE: 668.7457862935306, MAPE: 37.57%
Accuracy for South America and Product 112:
MAE: 16.6657490120105, MSE: 380.14057560008973, MAPE: 134.68%
Accuracy for South America and Product 113:
MAE: 17.954078421712815, MSE: 339.5773443938116, MAPE: 87.07%
Accuracy for South America and Product 114:
MAE: 18.309234426488196, MSE: 433.8525283989005, MAPE: 65.39%
Accuracy for South America and Product 115:
MAE: 7.813523599854553, MSE: 133.322117552913, MAPE: 27.25%
Accuracy for South America and Product 116:
MAE: 8.90208128437894, MSE: 94.46893823750796, MAPE: 24.75%
Accuracy for South America and Product 117:
MAE: 8.695851030778025, MSE: 163.1458660227501, MAPE: 25.19%
Accuracy for South America and Product 118:
MAE: 16.416277561001316, MSE: 466.833851741116, MAPE: 64.17%
Accuracy for South America and Product 119:
MAE: 8.246253894142665, MSE: 93.7831311670266, MAPE: 24.81%
Accuracy for South America and Product 120:
MAE: 19.224891481766512, MSE: 555.597629656181, MAPE: 88.90%
Accuracy for South America and Product 121:
MAE: 10.4516662622644, MSE: 133.24607380210162, MAPE: 28.72%
Accuracy for South America and Product 122:
MAE: 12.84727196628005, MSE: 184.34936175879005, MAPE: 39.68%
Accuracy for South America and Product 123:
MAE: 6.347326009385496, MSE: 72.04004417558228, MAPE: 19.74%
Accuracy for South America and Product 124:
MAE: 8.583351264894677, MSE: 78.78995280999776, MAPE: 21.51%
Accuracy for South America and Product 125:
MAE: 16.16627780409545, MSE: 321.28581103365497, MAPE: 63.81%
Accuracy for South America and Product 126:
MAE: 8.637274030517476, MSE: 130.17185325272894, MAPE: 17.48%
Accuracy for South America and Product 127:
MAE: 8.951444162932935, MSE: 110.52174270179592, MAPE: 24.49%
Accuracy for South America and Product 128:
MAE: 10.90828160646527, MSE: 165.59131274447356, MAPE: 30.93%
Accuracy for South America and Product 129:
MAE: 17.777114755726387, MSE: 489.3704788931403, MAPE: 43.53%
Accuracy for South America and Product 130:
MAE: 21.508882965413594, MSE: 502.7265599703595, MAPE: 78.19%
Accuracy for South America and Product 131:
MAE: 6.921249942039388, MSE: 97.27511540558571, MAPE: 22.50%
Accuracy for South America and Product 132:
MAE: 8.009903770477587, MSE: 133.91898648642092, MAPE: 15.61%
Accuracy for South America and Product 133:
MAE: 13.667411244559379, MSE: 263.8114330093473, MAPE: 30.56%
Accuracy for South America and Product 134:
MAE: 11.959781251486167, MSE: 220.59071705619812, MAPE: 30.92%
Accuracy for South America and Product 135:
MAE: 12.683233286584265, MSE: 202.00923046466397, MAPE: 40.43%
Accuracy for South America and Product 136:
MAE: 5.6538727592159645, MSE: 45.90742780413275, MAPE: 15.86%
Accuracy for South America and Product 137:
MAE: 8.980574477585943, MSE: 105.79053083477045, MAPE: 27.14%
Accuracy for South America and Product 138:
MAE: 9.527617072429502, MSE: 159.52143055191286, MAPE: 34.43%
Accuracy for South America and Product 139:
MAE: 9.478905707318052, MSE: 126.0249267186982, MAPE: 29.21%
Accuracy for South America and Product 140:
MAE: 7.266402396480169, MSE: 103.7491814862478, MAPE: 29.93%
Accuracy for South America and Product 141:
MAE: 12.421200173807634, MSE: 199.3351717127871, MAPE: 29.12%
Accuracy for South America and Product 142:
MAE: 12.228879046897333, MSE: 204.25974656522848, MAPE: 22.55%
Accuracy for South America and Product 143:
MAE: 18.52211302200387, MSE: 401.27038342341683, MAPE: 42.56%
Accuracy for South America and Product 144:
MAE: 5.206159950637061, MSE: 50.37440598014562, MAPE: 13.95%
Accuracy for South America and Product 145:
MAE: 16.827697703567445, MSE: 404.23030595212464, MAPE: 36.90%
Accuracy for South America and Product 146:
MAE: 14.39581515135248, MSE: 303.1769355316391, MAPE: 86.90%
Accuracy for South America and Product 147:
MAE: 17.67384353006711, MSE: 362.62203332713904, MAPE: 64.74%
Accuracy for South America and Product 148:
MAE: 13.033142460204147, MSE: 211.66252437840927, MAPE: 30.66%
Accuracy for South America and Product 149:
MAE: 18.90462913542555, MSE: 465.9302280644382, MAPE: 50.86%
Accuracy for South America and Product 150:
MAE: 7.950153499272046, MSE: 65.77731753612834, MAPE: 30.07%
Accuracy for South America and Product 151:
MAE: 16.188726380457144, MSE: 297.25284883630667, MAPE: 46.44%
Accuracy for South America and Product 152:
MAE: 8.823111970143845, MSE: 131.0506659993895, MAPE: 25.32%
Accuracy for South America and Product 153:
MAE: 18.353679959466437, MSE: 404.2480976035532, MAPE: 71.73%
Accuracy for South America and Product 154:
MAE: 9.83075161346432, MSE: 111.26478551360535, MAPE: 30.58%
Accuracy for South America and Product 155:
MAE: 10.543158429672557, MSE: 163.48233113541747, MAPE: 22.33%
Accuracy for South America and Product 156:
MAE: 13.809029722461446, MSE: 249.74525577787728, MAPE: 47.49%
Accuracy for South America and Product 157:
MAE: 15.005886176259313, MSE: 280.3964560835218, MAPE: 50.76%
Accuracy for South America and Product 158:
MAE: 8.71468777487993, MSE: 114.88573128468117, MAPE: 22.89%
Accuracy for South America and Product 159:
MAE: 13.17722525335761, MSE: 374.6206412684418, MAPE: 65.60%
Accuracy for South America and Product 160:
MAE: 7.619148065485225, MSE: 97.0686465972731, MAPE: 29.36%
Accuracy for South America and Product 161:
MAE: 13.34045739975075, MSE: 315.99080811330384, MAPE: 46.96%
Accuracy for South America and Product 162:
MAE: 8.992712208388362, MSE: 114.89210207248868, MAPE: 30.28%
Accuracy for South America and Product 163:
MAE: 12.168723655142765, MSE: 309.905814533766, MAPE: 26.46%
Accuracy for South America and Product 164:
MAE: 9.123385627491821, MSE: 126.94244639545488, MAPE: 25.08%
Accuracy for South America and Product 165:
MAE: 4.410652271964897, MSE: 35.61424551447606, MAPE: 15.88%
Accuracy for South America and Product 166:
MAE: 7.303383140086929, MSE: 80.59835428611447, MAPE: 21.92%
Accuracy for South America and Product 167:
MAE: 16.929537193217676, MSE: 414.9564533773229, MAPE: 65.08%
Accuracy for South America and Product 168:
MAE: 21.92568572066893, MSE: 497.98621623533654, MAPE: 84.22%
Accuracy for South America and Product 169:
MAE: 12.061125970747845, MSE: 238.107609236205, MAPE: 57.18%
Accuracy for South America and Product 170:
MAE: 17.458025208163605, MSE: 447.1669869160285, MAPE: 50.61%
Accuracy for South America and Product 171:
MAE: 7.253996004346132, MSE: 86.04725302248072, MAPE: 23.28%
Accuracy for South America and Product 172:
MAE: 12.584846462491416, MSE: 275.7073789445708, MAPE: 27.34%
Accuracy for South America and Product 173:
MAE: 11.164874600032585, MSE: 159.50963447963568, MAPE: 28.31%
Accuracy for South America and Product 174:
MAE: 4.6747685907529215, MSE: 47.297150901730674, MAPE: 19.26%
Accuracy for South America and Product 175:
MAE: 11.563130134420824, MSE: 195.64526444034342, MAPE: 28.22%
Accuracy for South America and Product 176:
MAE: 11.437214671353573, MSE: 177.76033229474996, MAPE: 28.51%
Accuracy for South America and Product 177:
MAE: 13.949785631126087, MSE: 320.80027365988917, MAPE: 249.77%
Accuracy for South America and Product 178:
MAE: 11.51823890050989, MSE: 254.97996816814685, MAPE: 28.66%
Accuracy for South America and Product 179:
MAE: 13.619259437398522, MSE: 295.6291194389173, MAPE: 51.29%
Accuracy for South America and Product 180:
MAE: 7.574883995253233, MSE: 102.21768481333227, MAPE: 32.44%
Accuracy for South America and Product 181:
MAE: 12.904884078496616, MSE: 242.30905270601275, MAPE: 28.50%
Accuracy for South America and Product 182:
MAE: 6.504326586632051, MSE: 68.3733404426141, MAPE: 15.00%
Accuracy for South America and Product 183:
MAE: 6.7993290380383105, MSE: 111.4412383606963, MAPE: 24.51%
Accuracy for South America and Product 184:
MAE: 12.16226817952325, MSE: 249.91513391473214, MAPE: 52.76%
Accuracy for South America and Product 185:
MAE: 12.318346374789487, MSE: 208.77391889419664, MAPE: 27.07%
Accuracy for South America and Product 186:
MAE: 10.531010510585226, MSE: 233.62131265763554, MAPE: 21.33%
Accuracy for South America and Product 187:
MAE: 16.13976694911052, MSE: 340.1368142066854, MAPE: 40.49%
Accuracy for South America and Product 188:
MAE: 17.842308694064382, MSE: 386.62101604472326, MAPE: 151.77%
Accuracy for South America and Product 189:
MAE: 12.589032139518244, MSE: 246.85747725223231, MAPE: 28.30%
Accuracy for South America and Product 190:
MAE: 15.107918969119885, MSE: 247.68417958853388, MAPE: 41.19%
Accuracy for South America and Product 191:
MAE: 14.311543228773662, MSE: 277.05239119075765, MAPE: 45.19%
Accuracy for South America and Product 192:
MAE: 7.374565319614388, MSE: 90.58769217534307, MAPE: 19.88%
Accuracy for South America and Product 193:
MAE: 7.770878977906645, MSE: 102.92944576879613, MAPE: 20.59%
Accuracy for South America and Product 194:
MAE: 18.639176585972173, MSE: 472.99473235815776, MAPE: 39.18%
Accuracy for South America and Product 195:
MAE: 7.1997493890527835, MSE: 55.58825096517863, MAPE: 19.37%
Accuracy for South America and Product 196:
MAE: 21.25991559967759, MSE: 617.3738623132118, MAPE: 78.30%
Accuracy for South America and Product 197:
MAE: 7.003169191409908, MSE: 62.911546995739194, MAPE: 14.06%
Accuracy for South America and Product 198:
MAE: 12.750701219435372, MSE: 248.45660409342236, MAPE: 40.88%
Accuracy for South America and Product 199:
MAE: 25.224414340063344, MSE: 673.3733533614059, MAPE: 102.17%
Accuracy for South America and Product 200:
MAE: 10.904481855767743, MSE: 174.30778755000262, MAPE: 55.27%
Accuracy for South America and Product 201:
MAE: 12.4246527417376, MSE: 204.73422166913605, MAPE: 24.52%
Accuracy for South America and Product 202:
MAE: 17.710598783613175, MSE: 429.5781949833273, MAPE: 79.95%
Accuracy for South America and Product 203:
MAE: 9.854421784117012, MSE: 139.79042936750497, MAPE: 44.62%
Accuracy for South America and Product 204:
MAE: 11.406673947505407, MSE: 187.9908203420269, MAPE: 31.89%
Accuracy for South America and Product 205:
MAE: 22.111837953242176, MSE: 564.0191275609255, MAPE: 58.37%
Accuracy for South America and Product 206:
MAE: 10.241773889964465, MSE: 178.0314192643238, MAPE: 30.03%
Accuracy for South America and Product 207:
MAE: 11.087082160444172, MSE: 157.60043024684413, MAPE: 29.45%
Accuracy for South America and Product 208:
MAE: 8.778072213467828, MSE: 109.34328163906567, MAPE: 17.53%
Accuracy for South America and Product 209:
MAE: 5.124412020315612, MSE: 41.31712980536102, MAPE: 22.34%
Accuracy for South America and Product 210:
MAE: 10.533395564488142, MSE: 140.54718126914872, MAPE: 29.58%
Accuracy for South America and Product 211:
MAE: 9.214572687875714, MSE: 145.1019099694838, MAPE: 17.22%
Accuracy for South America and Product 212:
MAE: 9.184578897591143, MSE: 110.57454196402634, MAPE: 23.66%
Accuracy for South America and Product 213:
MAE: 15.192854522151231, MSE: 242.3033126972323, MAPE: 57.39%
Accuracy for South America and Product 214:
MAE: 15.456585053786217, MSE: 372.7982583647405, MAPE: 35.79%
Accuracy for South America and Product 215:
MAE: 24.49144988656446, MSE: 626.5669552727284, MAPE: 94.83%
Accuracy for South America and Product 216:
MAE: 21.044739295027963, MSE: 762.3275053323895, MAPE: 52.81%
Accuracy for South America and Product 217:
MAE: 5.449785151839208, MSE: 33.0633345000117, MAPE: 13.89%
Accuracy for South America and Product 218:
MAE: 17.55227835667637, MSE: 422.0434570532053, MAPE: 109.62%
Accuracy for South America and Product 219:
MAE: 9.387078153201884, MSE: 122.04520706200188, MAPE: 27.89%
Accuracy for South America and Product 220:
MAE: 12.820852559493186, MSE: 212.793935864094, MAPE: 41.97%
Accuracy for South America and Product 221:
MAE: 21.340973234449034, MSE: 585.1567410083749, MAPE: 68.07%
Accuracy for South America and Product 222:
MAE: 19.614293272100014, MSE: 593.622593757397, MAPE: 66.21%
Accuracy for South America and Product 223:
MAE: 10.33323905428673, MSE: 153.92000327359327, MAPE: 59.56%
Accuracy for South America and Product 224:
MAE: 6.842160364150141, MSE: 137.83155844100202, MAPE: 23.25%
Accuracy for South America and Product 225:
MAE: 10.217944639127241, MSE: 139.49492796613558, MAPE: 36.32%
Accuracy for South America and Product 226:
MAE: 4.328579955402486, MSE: 24.62127411225609, MAPE: 12.73%
Accuracy for South America and Product 227:
MAE: 26.34956534525592, MSE: 801.4433379099465, MAPE: 117.46%
Accuracy for South America and Product 228:
MAE: 13.533917698106752, MSE: 240.64989558637308, MAPE: 38.93%
Accuracy for South America and Product 229:
MAE: 16.912322901954074, MSE: 359.6810096763112, MAPE: 77.84%
Accuracy for South America and Product 230:
MAE: 18.686340783869404, MSE: 472.525132203109, MAPE: 54.39%
Accuracy for South America and Product 231:
MAE: 20.96459732486909, MSE: 555.1422951125827, MAPE: 90.70%
Accuracy for South America and Product 232:
MAE: 9.698505914006777, MSE: 120.45542918555887, MAPE: 31.91%
Accuracy for South America and Product 233:
MAE: 9.351369266270156, MSE: 135.417589623072, MAPE: 31.20%
Accuracy for South America and Product 234:
MAE: 12.38137570248396, MSE: 197.3101648160536, MAPE: 38.12%
Accuracy for South America and Product 235:
MAE: 10.924684117359153, MSE: 159.91584387029684, MAPE: 39.32%
Accuracy for South America and Product 236:
MAE: 27.10435036258615, MSE: 825.9260740846667, MAPE: 125.32%
Accuracy for South America and Product 237:
MAE: 17.498408672499448, MSE: 420.07891128949905, MAPE: 110.46%
Accuracy for South America and Product 238:
MAE: 13.623123782376842, MSE: 337.9005695947777, MAPE: 23.85%
Accuracy for South America and Product 239:
MAE: 14.622600753355448, MSE: 303.5745917129723, MAPE: 60.00%
Accuracy for South America and Product 240:
MAE: 21.33192102033373, MSE: 599.6466887564396, MAPE: 50.54%
Accuracy for South America and Product 241:
MAE: 11.430806973995086, MSE: 301.5076079700191, MAPE: 30.73%
Accuracy for South America and Product 242:
MAE: 9.434345686847127, MSE: 136.09351216816626, MAPE: 22.25%
Accuracy for South America and Product 243:
MAE: 12.53860651616975, MSE: 227.90264826771494, MAPE: 25.09%
Accuracy for South America and Product 244:
MAE: 8.23860462460872, MSE: 109.53072525231282, MAPE: 16.15%
Accuracy for South America and Product 245:
MAE: 14.415394823314603, MSE: 259.84052877901894, MAPE: 56.99%
Accuracy for South America and Product 246:
MAE: 17.808913982491294, MSE: 373.4680038367019, MAPE: 97.52%
Accuracy for South America and Product 247:
MAE: 14.96290416425083, MSE: 255.736696757627, MAPE: 50.21%
Accuracy for South America and Product 248:
MAE: 13.713881777601722, MSE: 269.1982265231777, MAPE: 50.55%
Accuracy for South America and Product 249:
MAE: 10.990375399331779, MSE: 205.36482786747086, MAPE: 49.59%
Accuracy for South America and Product 250:
MAE: 7.906837515216287, MSE: 76.51017186861591, MAPE: 29.90%
Accuracy for South America and Product 251:
MAE: 12.754248531853825, MSE: 226.459779771368, MAPE: 31.55%
Accuracy for South America and Product 252:
MAE: 14.056237796779206, MSE: 302.0953563667584, MAPE: 78.28%
Accuracy for South America and Product 253:
MAE: 8.502505562618406, MSE: 105.56413107833946, MAPE: 25.34%
Accuracy for South America and Product 254:
MAE: 20.583557586012056, MSE: 582.1616430296657, MAPE: 51.71%
Accuracy for South America and Product 255:
MAE: 8.49203410282514, MSE: 93.58395906725093, MAPE: 27.73%
Accuracy for South America and Product 256:
MAE: 18.688126044271197, MSE: 379.431950346777, MAPE: 100.94%
Accuracy for South America and Product 257:
MAE: 15.399757512059642, MSE: 318.2316899696942, MAPE: 37.75%
Accuracy for South America and Product 258:
MAE: 21.587967540579946, MSE: 842.713548657802, MAPE: 50.33%
Accuracy for South America and Product 259:
MAE: 14.613900304118584, MSE: 350.6196752552399, MAPE: 51.42%
Accuracy for South America and Product 260:
MAE: 11.6761555948801, MSE: 162.56037724469167, MAPE: 48.58%
Accuracy for South America and Product 261:
MAE: 14.824061813077531, MSE: 345.415676755912, MAPE: 58.29%
Accuracy for South America and Product 262:
MAE: 17.81306277489184, MSE: 446.73746296007596, MAPE: 54.40%
Accuracy for South America and Product 263:
MAE: 11.799534216103021, MSE: 149.52765104312527, MAPE: 45.93%
Accuracy for South America and Product 264:
MAE: 10.175354711201308, MSE: 140.02841764686312, MAPE: 29.71%
Accuracy for South America and Product 265:
MAE: 9.443080860816425, MSE: 114.5851920626551, MAPE: 20.87%
Accuracy for South America and Product 266:
MAE: 12.04421450618039, MSE: 169.11899695181074, MAPE: 31.13%
Accuracy for South America and Product 267:
MAE: 13.658518495032165, MSE: 217.26212469657315, MAPE: 43.35%
Accuracy for South America and Product 268:
MAE: 12.10543070344104, MSE: 240.2400275620859, MAPE: 60.98%
Accuracy for South America and Product 269:
MAE: 8.813991916879273, MSE: 121.09534044363586, MAPE: 27.65%
Accuracy for South America and Product 270:
MAE: 8.531198682350714, MSE: 149.09117668656796, MAPE: 37.07%
Accuracy for South America and Product 271:
MAE: 11.665802829754757, MSE: 172.87959953631858, MAPE: 46.45%
Accuracy for South America and Product 272:
MAE: 14.42879609836856, MSE: 251.47806857297806, MAPE: 35.31%
Accuracy for South America and Product 273:
MAE: 20.811942160488496, MSE: 577.1226293752221, MAPE: 65.44%
Accuracy for South America and Product 274:
MAE: 9.762112323323331, MSE: 127.08353953849385, MAPE: 22.64%
Accuracy for South America and Product 275:
MAE: 9.587171853650961, MSE: 186.6598897790206, MAPE: 27.02%
Accuracy for South America and Product 276:
MAE: 16.970584227461124, MSE: 501.1418354657163, MAPE: 31.42%
Accuracy for South America and Product 277:
MAE: 7.73476091768612, MSE: 74.66861918583919, MAPE: 24.68%
Accuracy for South America and Product 278:
MAE: 18.95234553769833, MSE: 536.8599940984261, MAPE: 75.22%
Accuracy for South America and Product 279:
MAE: 13.390474682415558, MSE: 219.06835930142793, MAPE: 31.79%
Accuracy for South America and Product 280:
MAE: 15.35897714467501, MSE: 349.1395070097408, MAPE: 65.41%
Accuracy for South America and Product 281:
MAE: 6.991309541202519, MSE: 72.7213614571954, MAPE: 29.77%
Accuracy for South America and Product 282:
MAE: 10.886413490773268, MSE: 160.33179625748264, MAPE: 23.34%
Accuracy for South America and Product 283:
MAE: 7.140905075613299, MSE: 67.76401048068274, MAPE: 21.94%
Accuracy for South America and Product 284:
MAE: 17.03221035181017, MSE: 405.0326002879095, MAPE: 53.20%
Accuracy for South America and Product 285:
MAE: 11.301724715221791, MSE: 146.27993026054193, MAPE: 36.34%
Accuracy for South America and Product 286:
MAE: 13.72657179256501, MSE: 231.3430161009249, MAPE: 45.83%
Accuracy for South America and Product 287:
MAE: 7.037185383175938, MSE: 69.21051630888182, MAPE: 17.58%
Accuracy for South America and Product 288:
MAE: 15.92382860101184, MSE: 341.09908246398766, MAPE: 51.26%
Accuracy for South America and Product 289:
MAE: 13.887047221069446, MSE: 254.16146343718196, MAPE: 57.53%
Accuracy for South America and Product 290:
MAE: 11.22883733180841, MSE: 166.77799138901688, MAPE: 32.12%
Accuracy for South America and Product 291:
MAE: 9.880361794874181, MSE: 146.47240495453923, MAPE: 27.17%
Accuracy for South America and Product 292:
MAE: 9.710257565480083, MSE: 113.27011690507652, MAPE: 27.16%
Accuracy for South America and Product 293:
MAE: 13.406312288728255, MSE: 257.5742743706185, MAPE: 36.27%
Accuracy for South America and Product 294:
MAE: 8.839432210973616, MSE: 80.80031208892372, MAPE: 31.60%
Accuracy for South America and Product 295:
MAE: 7.8389311671857085, MSE: 90.39938396846401, MAPE: 24.64%
Accuracy for South America and Product 296:
MAE: 6.877567278517532, MSE: 60.35924636683732, MAPE: 20.95%
Accuracy for South America and Product 297:
MAE: 17.34495840473544, MSE: 374.51827659028476, MAPE: 66.94%
Accuracy for South America and Product 298:
MAE: 18.330973270178628, MSE: 449.51598074834055, MAPE: 99.67%
Accuracy for South America and Product 299:
MAE: 14.930695555836422, MSE: 393.8667285466036, MAPE: 57.99%
Accuracy for South America and Product 300:
MAE: 13.985665004285291, MSE: 346.9194820818867, MAPE: 32.63%
Accuracy for South America and Product 301:
MAE: 5.199867535876135, MSE: 33.06001071985034, MAPE: 13.83%
Accuracy for South America and Product 302:
MAE: 7.761936175146133, MSE: 93.15607449237325, MAPE: 22.52%
Accuracy for South America and Product 303:
MAE: 13.738921964680248, MSE: 303.9536182078549, MAPE: 36.17%
Accuracy for South America and Product 304:
MAE: 10.504237072645143, MSE: 151.61173833350327, MAPE: 24.88%
Accuracy for South America and Product 305:
MAE: 11.928158198561814, MSE: 203.5942778676265, MAPE: 40.87%
Accuracy for South America and Product 306:
MAE: 16.62807521230548, MSE: 387.00674666481973, MAPE: 48.69%
Accuracy for South America and Product 307:
MAE: 14.640796531801772, MSE: 375.0046925921316, MAPE: 46.37%
Accuracy for South America and Product 308:
MAE: 8.751867312798463, MSE: 103.14923974966061, MAPE: 25.00%
Accuracy for South America and Product 309:
MAE: 9.9867381267335, MSE: 151.9033579021991, MAPE: 23.91%
Accuracy for South America and Product 310:
MAE: 9.521963458140714, MSE: 119.71080406904903, MAPE: 26.49%
Accuracy for South America and Product 311:
MAE: 15.275331630823946, MSE: 386.5059031674055, MAPE: 56.08%
Accuracy for South America and Product 312:
MAE: 19.271784735835368, MSE: 500.8402186601373, MAPE: 36.34%
Accuracy for South America and Product 313:
MAE: 11.235545862144244, MSE: 181.10895517486813, MAPE: 33.90%
Accuracy for South America and Product 314:
MAE: 10.113612367212337, MSE: 122.18780982047505, MAPE: 29.98%
Accuracy for South America and Product 315:
MAE: 22.857143168890342, MSE: 600.7589477874598, MAPE: 69.04%
Accuracy for South America and Product 316:
MAE: 5.545047277286398, MSE: 43.6858169722665, MAPE: 14.49%
Accuracy for South America and Product 317:
MAE: 14.797530269578697, MSE: 313.1484279326179, MAPE: 147.77%
Accuracy for South America and Product 318:
MAE: 16.61980733202714, MSE: 392.91032152919854, MAPE: 62.70%
Accuracy for South America and Product 319:
MAE: 13.578578865088542, MSE: 274.1769656734382, MAPE: 37.68%
Accuracy for South America and Product 320:
MAE: 9.92677204628577, MSE: 202.5673079455155, MAPE: 22.10%
Accuracy for South America and Product 321:
MAE: 15.814657988344342, MSE: 432.0172928000952, MAPE: 48.87%
Accuracy for South America and Product 322:
MAE: 12.872061146291577, MSE: 199.0854424456011, MAPE: 32.39%
Accuracy for South America and Product 323:
MAE: 10.523344439011534, MSE: 131.6359293873023, MAPE: 38.14%
Accuracy for South America and Product 324:
MAE: 9.572527717705924, MSE: 133.4623170408217, MAPE: 21.98%
Accuracy for South America and Product 325:
MAE: 10.296854643074854, MSE: 162.13626129086333, MAPE: 31.65%
Accuracy for South America and Product 326:
MAE: 6.494751504757057, MSE: 84.16213352749459, MAPE: 16.08%
Accuracy for South America and Product 327:
MAE: 9.735149694299121, MSE: 105.75590507880672, MAPE: 30.15%
Accuracy for South America and Product 328:
MAE: 13.697726143698763, MSE: 261.2522354872932, MAPE: 40.87%
Accuracy for South America and Product 329:
MAE: 10.596402522547606, MSE: 179.0535994942716, MAPE: 31.08%
Accuracy for South America and Product 330:
MAE: 11.056287197477936, MSE: 229.61235002650375, MAPE: 49.17%
Accuracy for South America and Product 331:
MAE: 16.87623929859291, MSE: 426.02389331359564, MAPE: 116.39%
Accuracy for South America and Product 332:
MAE: 16.52149192779451, MSE: 381.6785871731933, MAPE: 74.79%
Accuracy for South America and Product 333:
MAE: 16.631552615289593, MSE: 656.0983322679419, MAPE: 52.31%
Accuracy for South America and Product 334:
MAE: 11.089362951546422, MSE: 211.67038741803267, MAPE: 21.56%
Accuracy for South America and Product 335:
MAE: 10.745907767975195, MSE: 131.386503338106, MAPE: 26.22%
Accuracy for South America and Product 336:
MAE: 21.630855972505515, MSE: 804.5258249019748, MAPE: 72.21%
Accuracy for South America and Product 337:
MAE: 7.530970723954735, MSE: 121.66655981720513, MAPE: 25.42%
Accuracy for South America and Product 338:
MAE: 9.679940032779417, MSE: 121.34169740979311, MAPE: 41.12%
Accuracy for South America and Product 339:
MAE: 11.322351342131636, MSE: 148.1776245462803, MAPE: 28.11%
Accuracy for South America and Product 340:
MAE: 12.136716612827875, MSE: 261.2748016942035, MAPE: 35.54%
Accuracy for South America and Product 341:
MAE: 8.997596209954548, MSE: 141.3435701522859, MAPE: 29.53%
Accuracy for South America and Product 342:
MAE: 10.631345669910994, MSE: 225.494767872372, MAPE: 23.70%
Accuracy for South America and Product 343:
MAE: 11.192791381704684, MSE: 211.04322053279162, MAPE: 26.36%
Accuracy for South America and Product 344:
MAE: 12.237307189137434, MSE: 239.27315382986262, MAPE: 59.16%
Accuracy for South America and Product 345:
MAE: 9.838909119674595, MSE: 138.5632931307936, MAPE: 32.69%
Accuracy for South America and Product 346:
MAE: 20.502748497676375, MSE: 501.9453832594647, MAPE: 94.52%
Accuracy for South America and Product 347:
MAE: 13.08009922091063, MSE: 187.5103385915876, MAPE: 40.75%
Accuracy for South America and Product 348:
MAE: 15.02516043054265, MSE: 310.4034366776999, MAPE: 39.96%
Accuracy for South America and Product 349:
MAE: 11.99344129909722, MSE: 171.77862109520493, MAPE: 39.02%
Accuracy for South America and Product 350:
MAE: 11.305833476354824, MSE: 151.7261437251854, MAPE: 37.20%
Accuracy for South America and Product 351:
MAE: 14.854388922723592, MSE: 277.21200454938185, MAPE: 29.59%
Accuracy for South America and Product 352:
MAE: 15.11604155621669, MSE: 269.7153517903636, MAPE: 74.16%
Accuracy for South America and Product 353:
MAE: 16.768879570090217, MSE: 343.0778485388745, MAPE: 61.21%
Accuracy for South America and Product 354:
MAE: 15.152700379608547, MSE: 291.69175407348087, MAPE: 57.05%
Accuracy for South America and Product 355:
MAE: 10.598939741028163, MSE: 131.95513123618096, MAPE: 31.20%
Accuracy for South America and Product 356:
MAE: 14.560758346667404, MSE: 269.9443103302456, MAPE: 56.32%
Accuracy for South America and Product 357:
MAE: 18.166801075691208, MSE: 437.32404062106434, MAPE: 78.11%
Accuracy for South America and Product 358:
MAE: 7.715455963047646, MSE: 74.8467361419815, MAPE: 20.97%
Accuracy for South America and Product 359:
MAE: 11.66897693576524, MSE: 180.5944889876709, MAPE: 22.98%
Accuracy for South America and Product 360:
MAE: 12.702262356313126, MSE: 193.33331588374773, MAPE: 35.35%
Accuracy for South America and Product 361:
MAE: 16.6713434139644, MSE: 364.18458836692395, MAPE: 67.03%
Accuracy for South America and Product 362:
MAE: 17.401469606710794, MSE: 461.5749044838361, MAPE: 48.57%
Accuracy for South America and Product 363:
MAE: 13.437070840327465, MSE: 237.0259828843923, MAPE: 56.17%
Accuracy for South America and Product 364:
MAE: 15.708074185950949, MSE: 357.4641319221953, MAPE: 51.08%
Accuracy for South America and Product 365:
MAE: 9.139254686933658, MSE: 139.02015954552573, MAPE: 35.12%
Accuracy for South America and Product 366:
MAE: 14.068720846982796, MSE: 327.6971976341357, MAPE: 42.89%
Accuracy for South America and Product 367:
MAE: 17.815976965259694, MSE: 357.8773878697449, MAPE: 42.32%
Accuracy for South America and Product 368:
MAE: 13.02043588034972, MSE: 247.2686741735576, MAPE: 34.63%
Accuracy for South America and Product 369:
MAE: 15.282739867274028, MSE: 390.84764479689034, MAPE: 41.67%
Accuracy for South America and Product 370:
MAE: 8.970878207635106, MSE: 126.95257282672974, MAPE: 75.60%
Accuracy for South America and Product 371:
MAE: 10.92346839187019, MSE: 158.63143246528693, MAPE: 65.49%
Accuracy for South America and Product 372:
MAE: 18.37990845433106, MSE: 465.42719352928754, MAPE: 44.80%
Accuracy for South America and Product 373:
MAE: 11.871042699610358, MSE: 363.52145997030914, MAPE: 27.13%
Accuracy for South America and Product 374:
MAE: 4.842004493650418, MSE: 30.069154174643796, MAPE: 17.17%
Accuracy for South America and Product 375:
MAE: 14.935129079450629, MSE: 360.3968150065055, MAPE: 56.63%
Accuracy for South America and Product 376:
MAE: 15.293697740194805, MSE: 400.3211942042708, MAPE: 54.20%
Accuracy for South America and Product 377:
MAE: 5.156634273937486, MSE: 57.51186277242192, MAPE: 17.62%
Accuracy for South America and Product 378:
MAE: 15.058796626599966, MSE: 312.97989581946746, MAPE: 34.23%
Accuracy for South America and Product 379:
MAE: 14.940271037349286, MSE: 259.3817236492217, MAPE: 79.64%
Accuracy for South America and Product 380:
MAE: 7.858278165216106, MSE: 117.8468618489298, MAPE: 34.74%
Accuracy for South America and Product 381:
MAE: 8.839706558354717, MSE: 146.26178853704414, MAPE: 24.08%
Accuracy for South America and Product 382:
MAE: 22.068513220005272, MSE: 545.6878409065425, MAPE: 67.87%
Accuracy for South America and Product 383:
MAE: 15.737439667628525, MSE: 386.32563859443064, MAPE: 46.05%
Accuracy for South America and Product 384:
MAE: 9.959054229744561, MSE: 309.43934224894633, MAPE: 19.98%
Accuracy for South America and Product 385:
MAE: 17.870523335228906, MSE: 360.04436242779457, MAPE: 67.01%
Accuracy for South America and Product 386:
MAE: 12.927679176394212, MSE: 206.00560040602318, MAPE: 38.95%
Accuracy for South America and Product 387:
MAE: 9.293945343655038, MSE: 191.35481813565934, MAPE: 17.41%
Accuracy for South America and Product 388:
MAE: 15.978752029015402, MSE: 335.72625385669227, MAPE: 42.09%
Accuracy for South America and Product 389:
MAE: 10.616137480402747, MSE: 166.0395756080214, MAPE: 29.96%
Accuracy for South America and Product 390:
MAE: 10.896234015515338, MSE: 226.36150963981612, MAPE: 18.83%
Accuracy for South America and Product 391:
MAE: 8.417337516812193, MSE: 180.04576948399202, MAPE: 27.51%
Accuracy for South America and Product 392:
MAE: 9.837059906311344, MSE: 168.95776249820443, MAPE: 26.30%
Accuracy for South America and Product 393:
MAE: 9.94997085737511, MSE: 123.99550723896269, MAPE: 33.82%
Accuracy for South America and Product 394:
MAE: 11.205116006285689, MSE: 129.09617350895502, MAPE: 25.24%
Accuracy for South America and Product 395:
MAE: 7.59115215735738, MSE: 78.53212403057792, MAPE: 25.05%
Accuracy for South America and Product 396:
MAE: 13.149341184368641, MSE: 266.7380467524127, MAPE: 33.04%
Accuracy for South America and Product 397:
MAE: 9.622322006133903, MSE: 151.41924234617673, MAPE: 24.23%
Accuracy for South America and Product 398:
MAE: 24.699005101653373, MSE: 876.2491873997087, MAPE: 54.64%
Accuracy for South America and Product 399:
MAE: 7.732035625366189, MSE: 64.89966646119008, MAPE: 25.47%
Accuracy for South America and Product 400:
MAE: 14.432602424254332, MSE: 382.05160813670034, MAPE: 38.17%
Accuracy for South America and Product 401:
MAE: 8.405721729064933, MSE: 77.48820422212174, MAPE: 21.44%
Accuracy for South America and Product 402:
MAE: 14.435068345313448, MSE: 260.1833985407653, MAPE: 34.81%
Accuracy for South America and Product 403:
MAE: 19.59458974704729, MSE: 512.941522054976, MAPE: 79.58%
Accuracy for South America and Product 404:
MAE: 6.862525314574219, MSE: 124.67206050722953, MAPE: 15.06%
Accuracy for South America and Product 405:
MAE: 9.779795858393308, MSE: 112.25388496328881, MAPE: 55.42%
Accuracy for South America and Product 406:
MAE: 10.769659559612826, MSE: 192.14326913590423, MAPE: 29.71%
Accuracy for South America and Product 407:
MAE: 16.625812288993064, MSE: 463.03762857993325, MAPE: 61.60%
Accuracy for South America and Product 408:
MAE: 6.712546307395146, MSE: 60.27830078342038, MAPE: 19.63%
Accuracy for South America and Product 409:
MAE: 7.306295917354339, MSE: 71.4004202129198, MAPE: 30.15%
Accuracy for South America and Product 410:
MAE: 8.347861969641757, MSE: 92.9788787743239, MAPE: 26.04%
Accuracy for South America and Product 411:
MAE: 19.035965239116837, MSE: 511.5711051043866, MAPE: 57.41%
Accuracy for South America and Product 412:
MAE: 8.905624170039863, MSE: 112.99374704842401, MAPE: 28.36%
Accuracy for South America and Product 413:
MAE: 10.374435432477119, MSE: 186.03424336916854, MAPE: 39.92%
Accuracy for South America and Product 414:
MAE: 15.678179862690456, MSE: 334.91071793279605, MAPE: 47.04%
Accuracy for South America and Product 415:
MAE: 11.316096873450178, MSE: 179.95743123564452, MAPE: 29.20%
Accuracy for South America and Product 416:
MAE: 10.538300455584118, MSE: 138.35686884792506, MAPE: 52.09%
Accuracy for South America and Product 417:
MAE: 6.523683890956741, MSE: 55.35011096844977, MAPE: 20.93%
Accuracy for South America and Product 418:
MAE: 12.258034584828119, MSE: 245.94380448819226, MAPE: 21.57%
Accuracy for South America and Product 419:
MAE: 11.435338982815123, MSE: 206.89478350575814, MAPE: 19.97%
Accuracy for South America and Product 420:
MAE: 10.063368928396056, MSE: 138.9696519251041, MAPE: 20.35%
Accuracy for South America and Product 421:
MAE: 7.351628081016086, MSE: 117.62140871876113, MAPE: 14.74%
Accuracy for South America and Product 422:
MAE: 12.41212801745521, MSE: 173.6527526888132, MAPE: 27.08%
Accuracy for South America and Product 423:
MAE: 8.878113842266506, MSE: 114.21448585917513, MAPE: 20.29%
Accuracy for South America and Product 424:
MAE: 11.33770917239267, MSE: 257.40556479571956, MAPE: 31.15%
Accuracy for South America and Product 425:
MAE: 17.441289976515282, MSE: 550.502423016573, MAPE: 31.74%
Accuracy for South America and Product 426:
MAE: 17.757451821136776, MSE: 345.95310466951366, MAPE: 72.40%
Accuracy for South America and Product 427:
MAE: 9.01363732197552, MSE: 98.45619797791261, MAPE: 23.63%
Accuracy for South America and Product 428:
MAE: 9.00026856629137, MSE: 118.06440478636291, MAPE: 26.55%
Accuracy for South America and Product 429:
MAE: 9.583734058191506, MSE: 108.4013238775237, MAPE: 40.21%
Accuracy for South America and Product 430:
MAE: 7.105262663430976, MSE: 66.06657649306801, MAPE: 26.05%
Accuracy for South America and Product 431:
MAE: 18.4207736736727, MSE: 434.6271609948076, MAPE: 70.64%
Accuracy for South America and Product 432:
MAE: 15.996673588462283, MSE: 276.52951011902826, MAPE: 44.98%
Accuracy for South America and Product 433:
MAE: 5.802461708049849, MSE: 43.27398795525831, MAPE: 14.17%
Accuracy for South America and Product 434:
MAE: 15.686037110036576, MSE: 292.9311023062421, MAPE: 74.91%
Accuracy for South America and Product 435:
MAE: 17.30374874753024, MSE: 333.16905453377643, MAPE: 44.03%
Accuracy for South America and Product 436:
MAE: 14.558491255231155, MSE: 286.91188629220727, MAPE: 41.48%
Accuracy for South America and Product 437:
MAE: 11.2576444916403, MSE: 151.53625182990154, MAPE: 27.66%
Accuracy for South America and Product 438:
MAE: 15.596297345528871, MSE: 403.71236110133924, MAPE: 56.22%
Accuracy for South America and Product 439:
MAE: 9.547525204601799, MSE: 132.31692315043304, MAPE: 24.88%
Accuracy for South America and Product 440:
MAE: 7.718800755671748, MSE: 91.2545466506049, MAPE: 24.77%
Accuracy for South America and Product 441:
MAE: 15.87060434844256, MSE: 334.23830862578035, MAPE: 32.26%
Accuracy for South America and Product 442:
MAE: 17.81350983360976, MSE: 432.8631777038487, MAPE: 73.26%
Accuracy for South America and Product 443:
MAE: 14.24552744953302, MSE: 232.29924899571733, MAPE: 70.89%
Accuracy for South America and Product 444:
MAE: 15.83165409367038, MSE: 320.2713814645837, MAPE: 38.98%
Accuracy for South America and Product 445:
MAE: 15.435170155561934, MSE: 415.0169415624675, MAPE: 25.87%
Accuracy for South America and Product 446:
MAE: 11.670139753637267, MSE: 216.2345447132438, MAPE: 31.13%
Accuracy for South America and Product 447:
MAE: 7.54882754239523, MSE: 98.32281264288751, MAPE: 25.62%
Accuracy for South America and Product 448:
MAE: 18.50909871006978, MSE: 430.1243913864645, MAPE: 179.98%
Accuracy for South America and Product 449:
MAE: 17.861108831710972, MSE: 547.6093641253449, MAPE: 31.11%
Accuracy for South America and Product 450:
MAE: 11.623196207275143, MSE: 139.9052481968965, MAPE: 50.86%
Accuracy for South America and Product 451:
MAE: 10.704922971183032, MSE: 148.7214341312913, MAPE: 63.22%
Accuracy for South America and Product 452:
MAE: 14.282472534473522, MSE: 255.54732413851298, MAPE: 50.58%
Accuracy for South America and Product 453:
MAE: 15.710253330843756, MSE: 310.28961685833855, MAPE: 57.08%
Accuracy for South America and Product 454:
MAE: 4.591898337731237, MSE: 30.594933470473507, MAPE: 11.67%
Accuracy for South America and Product 455:
MAE: 9.854842041215669, MSE: 161.24901605469236, MAPE: 24.86%
Accuracy for South America and Product 456:
MAE: 15.240171203305712, MSE: 309.07522127538783, MAPE: 68.21%
Accuracy for South America and Product 457:
MAE: 7.985767966869564, MSE: 70.03882896411614, MAPE: 27.46%
Accuracy for South America and Product 458:
MAE: 14.835692501649158, MSE: 289.54569949310803, MAPE: 65.93%
Accuracy for South America and Product 459:
MAE: 13.837686081463222, MSE: 428.6263373189769, MAPE: 29.71%
Accuracy for South America and Product 460:
MAE: 10.283229090857718, MSE: 127.01246406091018, MAPE: 39.01%
Accuracy for South America and Product 461:
MAE: 18.68074331138081, MSE: 428.19243405461276, MAPE: 41.89%
Accuracy for South America and Product 462:
MAE: 11.257455783860088, MSE: 172.61821332463305, MAPE: 32.03%
Accuracy for South America and Product 463:
MAE: 19.962117672016326, MSE: 497.8315296035735, MAPE: 54.42%
Accuracy for South America and Product 464:
MAE: 9.431484018469313, MSE: 145.07779378794714, MAPE: 35.18%
Accuracy for South America and Product 465:
MAE: 11.38062929018267, MSE: 197.51033583265192, MAPE: 40.77%
Accuracy for South America and Product 466:
MAE: 12.858678166728675, MSE: 228.0341073108756, MAPE: 57.99%
Accuracy for South America and Product 467:
MAE: 10.730513920970449, MSE: 161.2493060370567, MAPE: 25.62%
Accuracy for South America and Product 468:
MAE: 11.837908489237448, MSE: 185.0678002646544, MAPE: 52.14%
Accuracy for South America and Product 469:
MAE: 15.043494405985872, MSE: 320.2534445701982, MAPE: 34.59%
Accuracy for South America and Product 470:
MAE: 16.999053219186358, MSE: 394.88248208039255, MAPE: 47.01%
Accuracy for South America and Product 471:
MAE: 18.12118030471293, MSE: 424.50865791371155, MAPE: 94.77%
Accuracy for South America and Product 472:
MAE: 8.798832025490317, MSE: 110.5789129941229, MAPE: 20.78%
Accuracy for South America and Product 473:
MAE: 5.80741179915714, MSE: 50.22780533806419, MAPE: 19.18%
Accuracy for South America and Product 474:
MAE: 7.0527481600829915, MSE: 73.82452826011527, MAPE: 19.35%
Accuracy for South America and Product 475:
MAE: 15.296641325150887, MSE: 412.72587067176283, MAPE: 87.83%
Accuracy for South America and Product 476:
MAE: 15.566421709154719, MSE: 323.12167728595705, MAPE: 53.31%
Accuracy for South America and Product 477:
MAE: 17.32113669319815, MSE: 468.5532558240605, MAPE: 39.39%
Accuracy for South America and Product 478:
MAE: 10.847893195011551, MSE: 217.12404217365807, MAPE: 24.96%
Accuracy for South America and Product 479:
MAE: 9.309125961799861, MSE: 129.3083913947469, MAPE: 23.11%
Accuracy for South America and Product 480:
MAE: 26.080379128714164, MSE: 729.1628849045073, MAPE: 80.41%
Accuracy for South America and Product 481:
MAE: 7.362296463618469, MSE: 69.85145242155104, MAPE: 25.26%
Accuracy for South America and Product 482:
MAE: 16.687259866502977, MSE: 304.9275368894089, MAPE: 62.23%
Accuracy for South America and Product 483:
MAE: 11.379755516881607, MSE: 242.2152441824152, MAPE: 45.50%
Accuracy for South America and Product 484:
MAE: 16.169280235835153, MSE: 309.79886077767185, MAPE: 38.25%
Accuracy for South America and Product 485:
MAE: 12.613934973042177, MSE: 210.1995611559987, MAPE: 31.53%
Accuracy for South America and Product 486:
MAE: 8.067092682120293, MSE: 78.67152309610364, MAPE: 20.57%
Accuracy for South America and Product 487:
MAE: 15.402805357809536, MSE: 300.22867831090895, MAPE: 48.20%
Accuracy for South America and Product 488:
MAE: 11.221053634984045, MSE: 174.8052149349768, MAPE: 30.62%
Accuracy for South America and Product 489:
MAE: 16.67056007719467, MSE: 299.1282623440346, MAPE: 64.44%
Accuracy for South America and Product 490:
MAE: 13.81137946267258, MSE: 268.1392623644454, MAPE: 35.20%
Accuracy for South America and Product 491:
MAE: 16.58732696998286, MSE: 349.9542927132887, MAPE: 48.32%
Accuracy for South America and Product 492:
MAE: 5.943194815544413, MSE: 50.50034381904686, MAPE: 16.67%
Accuracy for South America and Product 493:
MAE: 19.902362559413298, MSE: 457.6212827282472, MAPE: 122.50%
Accuracy for South America and Product 494:
MAE: 13.774816667434084, MSE: 229.3753634713981, MAPE: 39.18%
Accuracy for South America and Product 495:
MAE: 9.387865753414806, MSE: 115.79389486698008, MAPE: 26.35%
Accuracy for South America and Product 496:
MAE: 5.841046014553015, MSE: 61.33534357978182, MAPE: 16.86%
Accuracy for South America and Product 497:
MAE: 18.265626240934573, MSE: 475.9682339757204, MAPE: 59.05%
Accuracy for South America and Product 498:
MAE: 6.094846583386618, MSE: 44.011013682761, MAPE: 21.20%
Accuracy for South America and Product 499:
MAE: 5.870046598274721, MSE: 51.933436993306415, MAPE: 16.87%
Accuracy for South America and Product 500:
MAE: 15.030590233016, MSE: 358.13962422314654, MAPE: 47.72%
Accuracy for South America and Product 501:
MAE: 15.434659076187268, MSE: 324.75248213364046, MAPE: 53.89%
Accuracy for South America and Product 502:
MAE: 14.747696839788528, MSE: 363.3259692419944, MAPE: 37.43%
Accuracy for South America and Product 503:
MAE: 15.038760353200615, MSE: 322.3050120797379, MAPE: 71.02%
Accuracy for South America and Product 504:
MAE: 13.085292135446869, MSE: 263.90253095906917, MAPE: 41.75%
Accuracy for South America and Product 505:
MAE: 5.094950003045435, MSE: 46.87281210484271, MAPE: 16.46%
Accuracy for South America and Product 506:
MAE: 11.83192689901691, MSE: 263.09984081887876, MAPE: 27.84%
Accuracy for South America and Product 507:
MAE: 5.665007914204266, MSE: 45.015229686824554, MAPE: 23.84%
Accuracy for South America and Product 508:
MAE: 4.299410722097326, MSE: 25.82366466414073, MAPE: 16.84%
Accuracy for South America and Product 509:
MAE: 14.873457873634612, MSE: 330.96752800380943, MAPE: 77.31%
Accuracy for South America and Product 510:
MAE: 19.582120411193696, MSE: 411.088820641293, MAPE: 76.58%
Accuracy for South America and Product 511:
MAE: 9.883427556728218, MSE: 114.57256599674356, MAPE: 26.06%
Accuracy for South America and Product 512:
MAE: 12.887128489187564, MSE: 223.59854533624284, MAPE: 49.06%
Accuracy for South America and Product 513:
MAE: 16.71168061223695, MSE: 417.57331664462026, MAPE: 54.16%
Accuracy for South America and Product 514:
MAE: 10.788258178049562, MSE: 121.39451992558438, MAPE: 34.39%
Accuracy for South America and Product 515:
MAE: 12.791973840648797, MSE: 206.55592084627997, MAPE: 43.10%
Accuracy for South America and Product 516:
MAE: 18.50388650702527, MSE: 410.5120161548887, MAPE: 49.86%
Accuracy for South America and Product 517:
MAE: 15.78765856517387, MSE: 347.32026198190795, MAPE: 67.91%
Accuracy for South America and Product 518:
MAE: 11.269586408679867, MSE: 179.98068421788412, MAPE: 21.52%
Accuracy for South America and Product 519:
MAE: 12.43134098108549, MSE: 187.66601399549688, MAPE: 30.17%
Accuracy for South America and Product 520:
MAE: 6.716654078908763, MSE: 78.61590926479337, MAPE: 23.17%
Accuracy for South America and Product 521:
MAE: 17.907489130594314, MSE: 352.3035569841047, MAPE: 60.63%
Accuracy for South America and Product 522:
MAE: 8.918577131455619, MSE: 107.0412314070405, MAPE: 25.29%
Accuracy for South America and Product 523:
MAE: 16.43658865710959, MSE: 363.9737163357455, MAPE: 73.30%
Accuracy for South America and Product 524:
MAE: 8.66959104912239, MSE: 147.20836530501316, MAPE: 20.39%
Accuracy for South America and Product 525:
MAE: 12.106312851337572, MSE: 201.4312409239031, MAPE: 43.42%
Accuracy for South America and Product 526:
MAE: 12.876675747753755, MSE: 267.3679585547036, MAPE: 33.49%
Accuracy for South America and Product 527:
MAE: 13.801191776365135, MSE: 248.6982316687423, MAPE: 35.97%
Accuracy for South America and Product 528:
MAE: 12.421280369883762, MSE: 202.12727671780448, MAPE: 30.95%
Accuracy for South America and Product 529:
MAE: 6.8737749412941325, MSE: 64.58122805330348, MAPE: 16.38%
Accuracy for South America and Product 530:
MAE: 20.25131774727073, MSE: 517.6733001001578, MAPE: 95.70%
Accuracy for South America and Product 531:
MAE: 12.775910983691322, MSE: 234.48053522158904, MAPE: 42.77%
Accuracy for South America and Product 532:
MAE: 17.280445471301782, MSE: 386.2919450409915, MAPE: 89.19%
Accuracy for South America and Product 533:
MAE: 10.80144994185763, MSE: 182.86049003498348, MAPE: 25.72%
Accuracy for South America and Product 534:
MAE: 15.135864605512126, MSE: 411.8337172268604, MAPE: 56.60%
Accuracy for South America and Product 535:
MAE: 13.145846452450087, MSE: 295.3679901286088, MAPE: 45.46%
Accuracy for South America and Product 536:
MAE: 6.849191901306405, MSE: 58.4997020431443, MAPE: 17.43%
Accuracy for South America and Product 537:
MAE: 12.693508382886028, MSE: 325.719453327219, MAPE: 27.04%
Accuracy for South America and Product 538:
MAE: 23.992260700029313, MSE: 764.6117982053355, MAPE: 55.83%
Accuracy for South America and Product 539:
MAE: 10.840064876002803, MSE: 189.8061865155809, MAPE: 32.72%
Accuracy for South America and Product 540:
MAE: 15.290249545591859, MSE: 308.1227515720755, MAPE: 75.61%
Accuracy for South America and Product 541:
MAE: 16.296582819356292, MSE: 318.08556592636245, MAPE: 51.63%
Accuracy for South America and Product 542:
MAE: 9.433128982947144, MSE: 145.96091907354403, MAPE: 22.93%
Accuracy for South America and Product 543:
MAE: 17.406677853201607, MSE: 403.8799027420551, MAPE: 40.10%
Accuracy for South America and Product 544:
MAE: 16.977898360583083, MSE: 303.8194541039947, MAPE: 89.54%
Accuracy for South America and Product 545:
MAE: 13.70785261111086, MSE: 267.08804021333856, MAPE: 67.74%
Accuracy for South America and Product 546:
MAE: 16.37448336365934, MSE: 408.6664534420396, MAPE: 74.17%
Accuracy for South America and Product 547:
MAE: 16.370966743568967, MSE: 281.3882194966789, MAPE: 48.35%
Accuracy for South America and Product 548:
MAE: 14.545325068654282, MSE: 235.1730748807532, MAPE: 40.27%
Accuracy for South America and Product 549:
MAE: 17.45133787737273, MSE: 427.3122957941074, MAPE: 70.31%
Accuracy for South America and Product 550:
MAE: 11.939260860024309, MSE: 243.52825635435994, MAPE: 28.57%
Accuracy for South America and Product 551:
MAE: 18.92544107803327, MSE: 552.7251010291313, MAPE: 100.39%
Accuracy for South America and Product 552:
MAE: 18.35289789513727, MSE: 430.9873838294878, MAPE: 73.27%
Accuracy for South America and Product 553:
MAE: 20.140866132745, MSE: 451.0536868892473, MAPE: 47.02%
Accuracy for South America and Product 554:
MAE: 9.768681875319533, MSE: 149.52650252887963, MAPE: 50.66%
Accuracy for South America and Product 555:
MAE: 16.67750197233393, MSE: 514.0528142701796, MAPE: 29.90%
Accuracy for South America and Product 556:
MAE: 12.648033471808304, MSE: 192.73156647697746, MAPE: 57.40%
Accuracy for South America and Product 557:
MAE: 8.828636121146854, MSE: 93.8976748652021, MAPE: 18.54%
Accuracy for South America and Product 558:
MAE: 6.796199683648952, MSE: 77.5162838559134, MAPE: 22.33%
Accuracy for South America and Product 559:
MAE: 11.35373062394319, MSE: 185.19971595140458, MAPE: 29.77%
Accuracy for South America and Product 560:
MAE: 14.27928857660138, MSE: 294.48537026023416, MAPE: 34.36%
Accuracy for South America and Product 561:
MAE: 16.681035969002558, MSE: 396.81485498703825, MAPE: 26.69%
Accuracy for South America and Product 562:
MAE: 13.04654059663694, MSE: 201.23199184278283, MAPE: 37.95%
Accuracy for South America and Product 563:
MAE: 14.445534514258895, MSE: 306.78949555651224, MAPE: 40.53%
Accuracy for South America and Product 564:
MAE: 15.691076651551057, MSE: 283.38711936440416, MAPE: 82.92%
Accuracy for South America and Product 565:
MAE: 15.54080623651742, MSE: 269.6782802715943, MAPE: 31.49%
Accuracy for South America and Product 566:
MAE: 6.5643692572694645, MSE: 85.63917468813978, MAPE: 16.48%
Accuracy for South America and Product 567:
MAE: 15.759936554553155, MSE: 369.7294807433958, MAPE: 46.56%
Accuracy for South America and Product 568:
MAE: 15.570610336140613, MSE: 383.45667025438104, MAPE: 51.01%
Accuracy for South America and Product 569:
MAE: 12.868667310682019, MSE: 173.68594549978047, MAPE: 39.46%
Accuracy for South America and Product 570:
MAE: 16.24094560098198, MSE: 389.8325860144057, MAPE: 55.97%
Accuracy for South America and Product 571:
MAE: 16.38733841307903, MSE: 441.82847941501734, MAPE: 41.41%
Accuracy for South America and Product 572:
MAE: 17.35751650883385, MSE: 397.25462238437973, MAPE: 47.34%
Accuracy for South America and Product 573:
MAE: 6.937831925020527, MSE: 75.77990175273673, MAPE: 18.37%
Accuracy for South America and Product 574:
MAE: 11.865172330026358, MSE: 173.5174409896234, MAPE: 33.02%
Accuracy for South America and Product 575:
MAE: 19.183611862146883, MSE: 531.5508346872771, MAPE: 46.30%
Accuracy for South America and Product 576:
MAE: 14.093269858866602, MSE: 259.83113921772144, MAPE: 39.02%
Accuracy for South America and Product 577:
MAE: 11.93779695789801, MSE: 417.46688253430375, MAPE: 27.11%
Accuracy for South America and Product 578:
MAE: 13.289714281916186, MSE: 219.89802579941073, MAPE: 34.23%
Accuracy for South America and Product 579:
MAE: 13.13163414688133, MSE: 243.56377192922668, MAPE: 35.31%
Accuracy for South America and Product 580:
MAE: 16.256007625326326, MSE: 323.7868917911418, MAPE: 56.66%
Accuracy for South America and Product 581:
MAE: 10.589307341105245, MSE: 242.41213070770263, MAPE: 20.41%
Accuracy for South America and Product 582:
MAE: 12.99042412631025, MSE: 214.0140230885876, MAPE: 35.71%
Accuracy for South America and Product 583:
MAE: 8.229592060619616, MSE: 77.75977521393418, MAPE: 19.36%
Accuracy for South America and Product 584:
MAE: 9.179439208265203, MSE: 126.47714882418654, MAPE: 24.54%
Accuracy for South America and Product 585:
MAE: 13.389870445483968, MSE: 309.34452438562846, MAPE: 32.75%
Accuracy for South America and Product 586:
MAE: 7.035036976067869, MSE: 68.0143492356344, MAPE: 24.42%
Accuracy for South America and Product 587:
MAE: 18.642197615283003, MSE: 384.11340675107766, MAPE: 57.05%
Accuracy for South America and Product 588:
MAE: 13.75573883030827, MSE: 245.3545931859086, MAPE: 51.80%
Accuracy for South America and Product 589:
MAE: 15.312609012182278, MSE: 299.45688482783345, MAPE: 68.59%
Accuracy for South America and Product 590:
MAE: 9.161819964708013, MSE: 124.25265936295541, MAPE: 28.30%
Accuracy for South America and Product 591:
MAE: 18.998769731165723, MSE: 559.3957475625751, MAPE: 38.89%
Accuracy for South America and Product 592:
MAE: 17.33175455406815, MSE: 538.891610967585, MAPE: 50.75%
Accuracy for South America and Product 593:
MAE: 13.2823353392206, MSE: 357.15642501458444, MAPE: 38.53%
Accuracy for South America and Product 594:
MAE: 7.3414491119611, MSE: 103.41492842691684, MAPE: 19.74%
Accuracy for South America and Product 595:
MAE: 14.313530397968957, MSE: 238.20453837092842, MAPE: 38.39%
Accuracy for South America and Product 596:
MAE: 9.748579718683757, MSE: 187.94174716615439, MAPE: 25.44%
Accuracy for South America and Product 597:
MAE: 17.87648991468847, MSE: 402.0405387537721, MAPE: 39.51%
Accuracy for South America and Product 598:
MAE: 9.203894450377039, MSE: 148.36084534066242, MAPE: 30.95%
Accuracy for South America and Product 599:
MAE: 10.418017760680844, MSE: 142.68713286816126, MAPE: 28.51%
Accuracy for South America and Product 600:
MAE: 10.305993076674152, MSE: 149.57224623194773, MAPE: 25.23%
Accuracy for South America and Product 601:
MAE: 13.900390354084044, MSE: 247.26495884690257, MAPE: 35.77%
Accuracy for South America and Product 602:
MAE: 10.962194937918248, MSE: 188.6944777621897, MAPE: 35.76%
Accuracy for South America and Product 603:
MAE: 8.144467791306997, MSE: 121.25881832472923, MAPE: 18.46%
Accuracy for South America and Product 604:
MAE: 12.167262866429787, MSE: 347.3797207335592, MAPE: 207.56%
Accuracy for South America and Product 605:
MAE: 8.02387873360875, MSE: 123.86078402359536, MAPE: 24.48%
Accuracy for South America and Product 606:
MAE: 17.563564847273174, MSE: 384.01457157249354, MAPE: 67.24%
Accuracy for South America and Product 607:
MAE: 12.491097937341745, MSE: 259.1258059541384, MAPE: 36.31%
Accuracy for South America and Product 608:
MAE: 5.9962160664680555, MSE: 100.58855168844511, MAPE: 11.57%
Accuracy for South America and Product 609:
MAE: 10.425395091144932, MSE: 155.65542869924315, MAPE: 48.67%
Accuracy for South America and Product 610:
MAE: 10.120536942788997, MSE: 113.99866062249437, MAPE: 25.93%
Accuracy for South America and Product 611:
MAE: 9.013547321038953, MSE: 110.10043194259381, MAPE: 16.68%
Accuracy for South America and Product 612:
MAE: 16.226829841979065, MSE: 353.0448422921584, MAPE: 63.33%
Accuracy for South America and Product 613:
MAE: 11.185656767826748, MSE: 141.86535546945385, MAPE: 34.27%
Accuracy for South America and Product 614:
MAE: 9.023916129274898, MSE: 108.31681973662444, MAPE: 27.85%
Accuracy for South America and Product 615:
MAE: 10.185365822034438, MSE: 141.79343752467256, MAPE: 23.98%
Accuracy for South America and Product 616:
MAE: 11.885784033794009, MSE: 207.03469106959938, MAPE: 53.38%
Accuracy for South America and Product 617:
MAE: 13.294647776443298, MSE: 333.04844615520454, MAPE: 50.19%
Accuracy for South America and Product 618:
MAE: 6.805681337757624, MSE: 53.73656552531128, MAPE: 16.88%
Accuracy for South America and Product 619:
MAE: 12.511407822742566, MSE: 162.67701961020492, MAPE: 46.11%
Accuracy for South America and Product 620:
MAE: 12.512022775140327, MSE: 188.08965287318404, MAPE: 26.91%
Accuracy for South America and Product 621:
MAE: 14.153926612544609, MSE: 248.93835886782736, MAPE: 49.16%
Accuracy for South America and Product 622:
MAE: 8.330692344018988, MSE: 97.4188836647827, MAPE: 25.41%
Accuracy for South America and Product 623:
MAE: 14.557807454523768, MSE: 311.149388565217, MAPE: 53.43%
Accuracy for South America and Product 624:
MAE: 11.641700755245262, MSE: 161.3532961448697, MAPE: 45.85%
Accuracy for South America and Product 625:
MAE: 19.64944641810069, MSE: 528.6326205269388, MAPE: 63.69%
Accuracy for South America and Product 626:
MAE: 9.80692508035871, MSE: 162.0968826617377, MAPE: 23.59%
Accuracy for South America and Product 627:
MAE: 15.191417273020534, MSE: 302.48954720869534, MAPE: 35.80%
Accuracy for South America and Product 628:
MAE: 10.616787823966064, MSE: 139.3163785917434, MAPE: 25.92%
Accuracy for South America and Product 629:
MAE: 13.65974985075141, MSE: 316.561714697241, MAPE: 29.77%
Accuracy for South America and Product 630:
MAE: 10.688189625862725, MSE: 138.23604024922113, MAPE: 35.22%
Accuracy for South America and Product 631:
MAE: 14.378971278910432, MSE: 296.52309450619885, MAPE: 65.50%
Accuracy for South America and Product 632:
MAE: 17.63755536411598, MSE: 452.1343915239093, MAPE: 83.75%
Accuracy for South America and Product 633:
MAE: 22.636915469363622, MSE: 678.5686117209358, MAPE: 134.61%
Accuracy for South America and Product 634:
MAE: 3.5165023253146517, MSE: 15.365492646389793, MAPE: 8.37%
Accuracy for South America and Product 635:
MAE: 9.702514178712343, MSE: 202.93837849475693, MAPE: 111.60%
Accuracy for South America and Product 636:
MAE: 10.174019190067003, MSE: 175.33403656541594, MAPE: 40.18%
Accuracy for South America and Product 637:
MAE: 8.383984451505441, MSE: 106.2218202892896, MAPE: 27.79%
Accuracy for South America and Product 638:
MAE: 3.0066291584849267, MSE: 15.427122711304438, MAPE: 6.07%
Accuracy for South America and Product 639:
MAE: 9.02805237043233, MSE: 154.78864301708748, MAPE: 40.66%
Accuracy for South America and Product 640:
MAE: 18.582190389204683, MSE: 416.4174637082482, MAPE: 41.35%
Accuracy for South America and Product 641:
MAE: 11.523050328905324, MSE: 241.36391088235965, MAPE: 36.80%
Accuracy for South America and Product 642:
MAE: 7.879022245963837, MSE: 76.0597933636966, MAPE: 22.35%
Accuracy for South America and Product 643:
MAE: 18.957364283902695, MSE: 486.6170193842173, MAPE: 67.77%
Accuracy for South America and Product 644:
MAE: 15.871145913448611, MSE: 369.0483922906901, MAPE: 65.91%
Accuracy for South America and Product 645:
MAE: 14.915274184533292, MSE: 270.5729100211409, MAPE: 58.85%
Accuracy for South America and Product 646:
MAE: 11.68644319159557, MSE: 386.55729852354153, MAPE: 27.90%
Accuracy for South America and Product 647:
MAE: 12.46660740642942, MSE: 216.88603717188775, MAPE: 38.93%
Accuracy for South America and Product 648:
MAE: 19.32378813990261, MSE: 383.12456635052047, MAPE: 50.30%
Accuracy for South America and Product 649:
MAE: 12.785135584857944, MSE: 278.20760129991766, MAPE: 51.69%
Accuracy for South America and Product 650:
MAE: 13.117023228242846, MSE: 337.5634129260479, MAPE: 46.11%
Accuracy for South America and Product 651:
MAE: 14.290635086015891, MSE: 237.5161204755309, MAPE: 28.61%
Accuracy for South America and Product 652:
MAE: 8.32898827456578, MSE: 83.86535302438632, MAPE: 23.99%
Accuracy for South America and Product 653:
MAE: 12.779583041687749, MSE: 222.0601011409843, MAPE: 31.71%
Accuracy for South America and Product 654:
MAE: 13.099660308027229, MSE: 213.18767497088547, MAPE: 40.38%
Accuracy for South America and Product 655:
MAE: 13.766616601859937, MSE: 231.74493971091297, MAPE: 32.60%
Accuracy for South America and Product 656:
MAE: 13.034799066823997, MSE: 192.47055184151867, MAPE: 50.59%
Accuracy for South America and Product 657:
MAE: 9.510868238229978, MSE: 103.68877741685512, MAPE: 31.05%
Accuracy for South America and Product 658:
MAE: 4.667554575384747, MSE: 27.118143927669358, MAPE: 15.83%
Accuracy for South America and Product 659:
MAE: 15.642231150445998, MSE: 305.6202060342331, MAPE: 77.47%
Accuracy for South America and Product 660:
MAE: 8.774182397060107, MSE: 130.12938297209686, MAPE: 24.33%
Accuracy for South America and Product 661:
MAE: 10.336696420375949, MSE: 259.2419690850951, MAPE: 38.34%
Accuracy for South America and Product 662:
MAE: 9.918195289386087, MSE: 175.10960556394798, MAPE: 29.68%
Accuracy for South America and Product 663:
MAE: 11.168145585805314, MSE: 143.7136182653844, MAPE: 29.63%
Accuracy for South America and Product 664:
MAE: 10.954072431671424, MSE: 267.5900731727494, MAPE: 24.75%
Accuracy for South America and Product 665:
MAE: 13.142684385208668, MSE: 230.14501756980775, MAPE: 30.73%
Accuracy for South America and Product 666:
MAE: 11.243579959280266, MSE: 361.5764412785456, MAPE: 99.14%
Accuracy for South America and Product 667:
MAE: 18.21821118724832, MSE: 502.30115368438237, MAPE: 62.26%
Accuracy for South America and Product 668:
MAE: 16.39271556562266, MSE: 364.40012614938485, MAPE: 41.78%
Accuracy for South America and Product 669:
MAE: 15.132686594160049, MSE: 351.4452027415534, MAPE: 48.00%
Accuracy for South America and Product 670:
MAE: 12.941939204284328, MSE: 312.8972304696183, MAPE: 36.40%
Accuracy for South America and Product 671:
MAE: 12.361301001791555, MSE: 221.91230205199264, MAPE: 29.19%
Accuracy for South America and Product 672:
MAE: 16.496099826241366, MSE: 373.40619836838187, MAPE: 91.78%
Accuracy for South America and Product 673:
MAE: 16.334706504032617, MSE: 330.0596827962678, MAPE: 63.94%
Accuracy for South America and Product 674:
MAE: 7.378351854328815, MSE: 103.11355386534612, MAPE: 18.83%
Accuracy for South America and Product 675:
MAE: 20.456319760162422, MSE: 445.4124519076945, MAPE: 118.75%
Accuracy for South America and Product 676:
MAE: 16.354662560578273, MSE: 343.6298278389522, MAPE: 52.58%
Accuracy for South America and Product 677:
MAE: 17.68200315897415, MSE: 369.1216421328791, MAPE: 52.72%
Accuracy for South America and Product 678:
MAE: 14.153524427039212, MSE: 259.69841389261035, MAPE: 32.51%
Accuracy for South America and Product 679:
MAE: 7.275894324830955, MSE: 76.1198646098693, MAPE: 22.14%
Accuracy for South America and Product 680:
MAE: 10.97157124597588, MSE: 127.80965891196881, MAPE: 32.10%
Accuracy for South America and Product 681:
MAE: 13.800059370408846, MSE: 315.0933585711532, MAPE: 47.01%
Accuracy for South America and Product 682:
MAE: 9.822490152441087, MSE: 253.90121187469293, MAPE: 17.94%
Accuracy for South America and Product 683:
MAE: 16.3162475118086, MSE: 462.82752611785645, MAPE: 29.75%
Accuracy for South America and Product 684:
MAE: 10.763512378093065, MSE: 158.9082808534167, MAPE: 51.04%
Accuracy for South America and Product 685:
MAE: 12.029478515918159, MSE: 192.80669668699244, MAPE: 28.46%
Accuracy for South America and Product 686:
MAE: 8.205501559927777, MSE: 78.46792080763517, MAPE: 26.25%
Accuracy for South America and Product 687:
MAE: 9.101969356811844, MSE: 129.8031034767082, MAPE: 19.72%
Accuracy for South America and Product 688:
MAE: 20.58126170597699, MSE: 431.02647809701847, MAPE: 60.10%
Accuracy for South America and Product 689:
MAE: 12.171514558706546, MSE: 187.70673238008115, MAPE: 37.77%
Accuracy for South America and Product 690:
MAE: 18.456470274151023, MSE: 402.5636443152779, MAPE: 69.26%
Accuracy for South America and Product 691:
MAE: 13.004519427948432, MSE: 201.79267645167332, MAPE: 43.22%
Accuracy for South America and Product 692:
MAE: 10.131478926026343, MSE: 151.58320336530215, MAPE: 31.24%
Accuracy for South America and Product 693:
MAE: 8.660163982128834, MSE: 172.04915086013546, MAPE: 18.96%
Accuracy for South America and Product 694:
MAE: 18.38169576120884, MSE: 370.7203325588872, MAPE: 40.91%
Accuracy for South America and Product 695:
MAE: 16.40002572552056, MSE: 433.0893784234465, MAPE: 36.51%
Accuracy for South America and Product 696:
MAE: 14.777380959782715, MSE: 457.198547589782, MAPE: 49.75%
Accuracy for South America and Product 697:
MAE: 12.074601714602803, MSE: 268.56725340773886, MAPE: 45.56%
Accuracy for South America and Product 698:
MAE: 14.729842375039578, MSE: 249.22127855940988, MAPE: 34.42%
Accuracy for South America and Product 699:
MAE: 12.7325376560586, MSE: 190.65931723670383, MAPE: 39.96%
Accuracy for South America and Product 700:
MAE: 18.20049660089621, MSE: 389.28849986591985, MAPE: 78.05%
Accuracy for South America and Product 701:
MAE: 11.441282719539794, MSE: 166.29804524287516, MAPE: 31.98%
Accuracy for South America and Product 702:
MAE: 8.607780724784726, MSE: 94.44227776286684, MAPE: 27.10%
Accuracy for South America and Product 703:
MAE: 14.412488541521872, MSE: 289.99823736528157, MAPE: 40.36%
Accuracy for South America and Product 704:
MAE: 13.824020987414215, MSE: 198.51351341397884, MAPE: 33.70%
Accuracy for South America and Product 705:
MAE: 14.533404174993303, MSE: 271.4416308523229, MAPE: 67.28%
Accuracy for South America and Product 706:
MAE: 8.387013742426436, MSE: 77.3261664534003, MAPE: 25.52%
Accuracy for South America and Product 707:
MAE: 7.05149784731591, MSE: 80.65261547107059, MAPE: 30.15%
Accuracy for South America and Product 708:
MAE: 11.743860575440536, MSE: 231.58148839516065, MAPE: 24.84%
Accuracy for South America and Product 709:
MAE: 11.83779630703261, MSE: 178.87209467546558, MAPE: 32.05%
Accuracy for South America and Product 710:
MAE: 7.240827351201771, MSE: 68.21945194008478, MAPE: 21.61%
Accuracy for South America and Product 711:
MAE: 9.592998447213446, MSE: 115.273165250618, MAPE: 27.91%
Accuracy for South America and Product 712:
MAE: 11.281693096810923, MSE: 160.6687772320154, MAPE: 24.75%
Accuracy for South America and Product 713:
MAE: 15.524282868561249, MSE: 392.36560276531736, MAPE: 31.83%
Accuracy for South America and Product 714:
MAE: 13.207161435950336, MSE: 253.49718009834788, MAPE: 38.77%
Accuracy for South America and Product 715:
MAE: 16.510304687672935, MSE: 476.7360825354296, MAPE: 42.01%
Accuracy for South America and Product 716:
MAE: 9.665633287087378, MSE: 147.90778868674244, MAPE: 22.71%
Accuracy for South America and Product 717:
MAE: 11.308507890024467, MSE: 210.10232002910146, MAPE: 34.76%
Accuracy for South America and Product 718:
MAE: 7.428022592251885, MSE: 86.29662058164313, MAPE: 25.28%
Accuracy for South America and Product 719:
MAE: 9.557267118610179, MSE: 128.59529693520386, MAPE: 30.56%
Accuracy for South America and Product 720:
MAE: 10.398541571988385, MSE: 179.52991951472455, MAPE: 39.47%
Accuracy for South America and Product 721:
MAE: 8.162533342857897, MSE: 80.96849342295376, MAPE: 25.97%
Accuracy for South America and Product 722:
MAE: 15.913741899345805, MSE: 291.37287614275374, MAPE: 38.53%
Accuracy for South America and Product 723:
MAE: 11.277902413571493, MSE: 157.0280592583748, MAPE: 62.03%
Accuracy for South America and Product 724:
MAE: 7.039354136538509, MSE: 109.97047208148012, MAPE: 45.70%
Accuracy for South America and Product 725:
MAE: 14.253115250745665, MSE: 291.40644783838894, MAPE: 49.82%
Accuracy for South America and Product 726:
MAE: 19.744974015865147, MSE: 544.6142385836013, MAPE: 52.35%
Accuracy for South America and Product 727:
MAE: 12.102086094712451, MSE: 273.5968075457465, MAPE: 67.15%
Accuracy for South America and Product 728:
MAE: 18.38831039322799, MSE: 441.69153679610264, MAPE: 65.94%
Accuracy for South America and Product 729:
MAE: 11.458572516144761, MSE: 195.44961709207013, MAPE: 26.76%
Accuracy for South America and Product 730:
MAE: 18.287276142118014, MSE: 453.7902780664628, MAPE: 45.99%
Accuracy for South America and Product 731:
MAE: 10.19757336372123, MSE: 140.35165815564494, MAPE: 25.39%
Accuracy for South America and Product 732:
MAE: 14.707228106049167, MSE: 306.7496851449181, MAPE: 69.34%
Accuracy for South America and Product 733:
MAE: 10.185232200970814, MSE: 203.23478383855254, MAPE: 87.85%
Accuracy for South America and Product 734:
MAE: 13.488747207150652, MSE: 365.29685344083316, MAPE: 140.84%
Accuracy for South America and Product 735:
MAE: 16.741588911412194, MSE: 318.8742251538982, MAPE: 187.47%
Accuracy for South America and Product 736:
MAE: 7.791415109818935, MSE: 136.25513228317067, MAPE: 42.40%
Accuracy for South America and Product 737:
MAE: 18.820836503018633, MSE: 475.8138740595381, MAPE: 73.21%
Accuracy for South America and Product 738:
MAE: 21.094454996378307, MSE: 520.3693866091996, MAPE: 48.29%
Accuracy for South America and Product 739:
MAE: 12.365133202782635, MSE: 215.02665395673867, MAPE: 36.22%
Accuracy for South America and Product 740:
MAE: 6.458502230672463, MSE: 49.459657403233884, MAPE: 19.34%
Accuracy for South America and Product 741:
MAE: 7.783527357016988, MSE: 117.9995868324763, MAPE: 37.75%
Accuracy for South America and Product 742:
MAE: 3.2902654405648173, MSE: 18.138507918182867, MAPE: 9.86%
Accuracy for South America and Product 743:
MAE: 16.96039070161214, MSE: 385.16031946377393, MAPE: 53.15%
Accuracy for South America and Product 744:
MAE: 11.53403450097817, MSE: 180.57960493142122, MAPE: 35.14%
Accuracy for South America and Product 745:
MAE: 12.877659637591085, MSE: 186.60766363874785, MAPE: 31.08%
Accuracy for South America and Product 746:
MAE: 4.623406854184468, MSE: 31.960364929510668, MAPE: 13.55%
Accuracy for South America and Product 747:
MAE: 21.357830625831703, MSE: 578.4369235077238, MAPE: 79.35%
Accuracy for South America and Product 748:
MAE: 14.303717964981166, MSE: 319.00508218512397, MAPE: 97.71%
Accuracy for South America and Product 749:
MAE: 11.971344655167162, MSE: 185.10949949204365, MAPE: 35.11%
Accuracy for South America and Product 750:
MAE: 6.226002935889012, MSE: 46.34154337982183, MAPE: 17.60%
Accuracy for South America and Product 751:
MAE: 9.67750102938175, MSE: 129.08460252866251, MAPE: 30.11%
Accuracy for South America and Product 752:
MAE: 14.219228068983758, MSE: 383.60199314652897, MAPE: 32.13%
Accuracy for South America and Product 753:
MAE: 19.01149961426271, MSE: 435.4053320913572, MAPE: 73.40%
Accuracy for South America and Product 754:
MAE: 17.44522475905792, MSE: 374.1627998329628, MAPE: 48.10%
Accuracy for South America and Product 755:
MAE: 14.962134086690634, MSE: 308.2966420209409, MAPE: 68.65%
Accuracy for South America and Product 756:
MAE: 11.020099503941385, MSE: 234.60527744938372, MAPE: 30.41%
Accuracy for South America and Product 757:
MAE: 17.85529619277232, MSE: 416.66438401255857, MAPE: 51.38%
Accuracy for South America and Product 758:
MAE: 12.082806049081691, MSE: 271.0863366737373, MAPE: 64.56%
Accuracy for South America and Product 759:
MAE: 9.472696802995827, MSE: 106.7495992844161, MAPE: 25.35%
Accuracy for South America and Product 760:
MAE: 12.969325396340185, MSE: 370.78189550651183, MAPE: 125.48%
Accuracy for South America and Product 761:
MAE: 7.23223666872178, MSE: 71.79866774534739, MAPE: 22.56%
Accuracy for South America and Product 762:
MAE: 16.456373559067544, MSE: 398.3052275977909, MAPE: 67.06%
Accuracy for South America and Product 763:
MAE: 11.892441688462906, MSE: 168.10850759131623, MAPE: 28.72%
Accuracy for South America and Product 764:
MAE: 15.420413978844305, MSE: 534.675354338346, MAPE: 47.12%
Accuracy for South America and Product 765:
MAE: 7.63830647452463, MSE: 99.09079753980271, MAPE: 21.82%
Accuracy for South America and Product 766:
MAE: 7.990842084947053, MSE: 102.12099898748015, MAPE: 26.87%
Accuracy for South America and Product 767:
MAE: 6.0375462645895315, MSE: 47.82581079765272, MAPE: 16.09%
Accuracy for South America and Product 768:
MAE: 11.23794386685806, MSE: 215.9034989970134, MAPE: 51.14%
Accuracy for South America and Product 769:
MAE: 8.51350961162154, MSE: 96.12966083445241, MAPE: 32.66%
Accuracy for South America and Product 770:
MAE: 11.677243544465982, MSE: 171.03055552160149, MAPE: 26.27%
Accuracy for South America and Product 771:
MAE: 14.440369009115198, MSE: 266.8724785618814, MAPE: 37.58%
Accuracy for South America and Product 772:
MAE: 10.914378848381315, MSE: 232.800846545768, MAPE: 28.50%
Accuracy for South America and Product 773:
MAE: 13.835817217322727, MSE: 301.22066676995763, MAPE: 48.34%
Accuracy for South America and Product 774:
MAE: 12.016963784221435, MSE: 217.7498053056384, MAPE: 79.35%
Accuracy for South America and Product 775:
MAE: 16.34773231426611, MSE: 342.06804576324527, MAPE: 37.42%
Accuracy for South America and Product 776:
MAE: 15.649268555510446, MSE: 325.7945927720003, MAPE: 33.92%
Accuracy for South America and Product 777:
MAE: 6.847889490000538, MSE: 77.05839502996395, MAPE: 12.18%
Accuracy for South America and Product 778:
MAE: 17.7251292590825, MSE: 412.9337011522107, MAPE: 77.26%
Accuracy for South America and Product 779:
MAE: 18.84995485299084, MSE: 410.4267655707551, MAPE: 68.16%
Accuracy for South America and Product 780:
MAE: 12.314895942745954, MSE: 189.518457011028, MAPE: 23.49%
Accuracy for South America and Product 781:
MAE: 5.374056005794043, MSE: 40.97892206266532, MAPE: 18.10%
Accuracy for South America and Product 782:
MAE: 15.32752329079685, MSE: 336.2936707705494, MAPE: 40.12%
Accuracy for South America and Product 783:
MAE: 7.187219388564323, MSE: 83.38209805999955, MAPE: 26.33%
Accuracy for South America and Product 784:
MAE: 13.33234018437814, MSE: 224.895792533433, MAPE: 70.91%
Accuracy for South America and Product 785:
MAE: 20.49608617688808, MSE: 521.611302533452, MAPE: 64.20%
Accuracy for South America and Product 786:
MAE: 7.668157401920054, MSE: 86.48752968488404, MAPE: 25.33%
Accuracy for South America and Product 787:
MAE: 16.43058454826639, MSE: 333.32125601909513, MAPE: 51.43%
Accuracy for South America and Product 788:
MAE: 22.77332571761147, MSE: 638.4525302268589, MAPE: 62.30%
Accuracy for South America and Product 789:
MAE: 7.134383459530919, MSE: 62.2694855397484, MAPE: 18.89%
Accuracy for South America and Product 790:
MAE: 15.680144937859335, MSE: 315.31435297543896, MAPE: 39.85%
Accuracy for South America and Product 791:
MAE: 13.550184096551396, MSE: 293.72445931423397, MAPE: 29.47%
Accuracy for South America and Product 792:
MAE: 19.929404124197255, MSE: 495.79247833478394, MAPE: 80.48%
Accuracy for South America and Product 793:
MAE: 7.464763979597881, MSE: 83.52329193830246, MAPE: 24.42%
Accuracy for South America and Product 794:
MAE: 17.602338508821283, MSE: 389.7883030988388, MAPE: 54.89%
Accuracy for South America and Product 795:
MAE: 14.633738714136575, MSE: 257.80742916455745, MAPE: 44.08%
Accuracy for South America and Product 796:
MAE: 11.030409060519233, MSE: 130.957293014605, MAPE: 70.13%
Accuracy for South America and Product 797:
MAE: 18.061050137840468, MSE: 486.9862913169658, MAPE: 36.21%
Accuracy for South America and Product 798:
MAE: 13.188965066937836, MSE: 220.6321612480897, MAPE: 34.12%
Accuracy for South America and Product 799:
MAE: 13.13916285580855, MSE: 199.24361545407638, MAPE: 66.87%
Accuracy for South America and Product 800:
MAE: 12.14207768460825, MSE: 282.11453838287173, MAPE: 127.72%
Accuracy for South America and Product 801:
MAE: 23.188017264450117, MSE: 751.7144248631724, MAPE: 154.92%
Accuracy for South America and Product 802:
MAE: 8.456716932814045, MSE: 115.29408160037781, MAPE: 24.68%
Accuracy for South America and Product 803:
MAE: 10.005094522666226, MSE: 110.64288878725797, MAPE: 28.37%
Accuracy for South America and Product 804:
MAE: 14.883470770285783, MSE: 274.0771049030679, MAPE: 55.55%
Accuracy for South America and Product 805:
MAE: 7.4159273753577395, MSE: 132.00266876560136, MAPE: 24.40%
Accuracy for South America and Product 806:
MAE: 13.176011013694353, MSE: 249.81514419856427, MAPE: 75.61%
Accuracy for South America and Product 807:
MAE: 9.583428679366055, MSE: 140.01481945079885, MAPE: 27.26%
Accuracy for South America and Product 808:
MAE: 12.230307640741762, MSE: 248.55130532937147, MAPE: 41.47%
Accuracy for South America and Product 809:
MAE: 2.899240939359514, MSE: 10.279255179076454, MAPE: 8.25%
Accuracy for South America and Product 810:
MAE: 13.588141317390697, MSE: 331.47386653533226, MAPE: 41.64%
Accuracy for South America and Product 811:
MAE: 5.7369932771514165, MSE: 46.18622224602775, MAPE: 15.38%
Accuracy for South America and Product 812:
MAE: 9.267598245288184, MSE: 119.0972821894778, MAPE: 30.16%
Accuracy for South America and Product 813:
MAE: 15.609446372867833, MSE: 299.1517755501849, MAPE: 45.40%
Accuracy for South America and Product 814:
MAE: 15.281951003278204, MSE: 321.50639852455174, MAPE: 41.82%
Accuracy for South America and Product 815:
MAE: 23.13428647080233, MSE: 588.0116688474214, MAPE: 62.16%
Accuracy for South America and Product 816:
MAE: 17.63907340021537, MSE: 520.9579148699964, MAPE: 58.08%
Accuracy for South America and Product 817:
MAE: 13.851635163701047, MSE: 256.0052109696693, MAPE: 91.77%
Accuracy for South America and Product 818:
MAE: 6.936463801525171, MSE: 67.09391017238435, MAPE: 16.83%
Accuracy for South America and Product 819:
MAE: 9.030877341489294, MSE: 103.25356870058663, MAPE: 24.97%
Accuracy for South America and Product 820:
MAE: 19.55796862030823, MSE: 496.275053370712, MAPE: 85.23%
Accuracy for South America and Product 821:
MAE: 15.231763878947987, MSE: 365.6668843014745, MAPE: 67.23%
Accuracy for South America and Product 822:
MAE: 12.13654233910893, MSE: 220.8113655782519, MAPE: 24.86%
Accuracy for South America and Product 823:
MAE: 11.105950307802086, MSE: 184.42638734399912, MAPE: 29.13%
Accuracy for South America and Product 824:
MAE: 12.620755712289274, MSE: 162.94760018573191, MAPE: 29.08%
Accuracy for South America and Product 825:
MAE: 3.373745683561532, MSE: 29.75831674495054, MAPE: 6.98%
Accuracy for South America and Product 826:
MAE: 8.781305262564876, MSE: 115.54870482254879, MAPE: 37.98%
Accuracy for South America and Product 827:
MAE: 13.945806698685114, MSE: 318.47580858697245, MAPE: 48.58%
Accuracy for South America and Product 828:
MAE: 17.859756586509484, MSE: 390.00072726267297, MAPE: 49.29%
Accuracy for South America and Product 829:
MAE: 20.16005749792601, MSE: 559.9387138399009, MAPE: 79.79%
Accuracy for South America and Product 830:
MAE: 14.110713794066635, MSE: 302.01969565296105, MAPE: 32.01%
Accuracy for South America and Product 831:
MAE: 16.600552155944634, MSE: 404.54770001800006, MAPE: 62.08%
Accuracy for South America and Product 832:
MAE: 16.30399479504743, MSE: 322.93016319281924, MAPE: 51.84%
Accuracy for South America and Product 833:
MAE: 17.89782626952067, MSE: 400.6850078977826, MAPE: 41.82%
Accuracy for South America and Product 834:
MAE: 8.292932391210554, MSE: 102.16698028625342, MAPE: 21.15%
Accuracy for South America and Product 835:
MAE: 9.921780417110448, MSE: 154.02039521255202, MAPE: 43.87%
Accuracy for South America and Product 836:
MAE: 17.04522456944337, MSE: 336.9930714773922, MAPE: 78.47%
Accuracy for South America and Product 837:
MAE: 2.2582066966852308, MSE: 6.0952551508424735, MAPE: 4.92%
Accuracy for South America and Product 838:
MAE: 14.901090758460299, MSE: 405.7192609229698, MAPE: 33.14%
Accuracy for South America and Product 839:
MAE: 38.36186412814234, MSE: 1829.73394714286, MAPE: 90.88%
Accuracy for South America and Product 840:
MAE: 20.730474127793983, MSE: 478.43770110672483, MAPE: 98.97%
Accuracy for South America and Product 841:
MAE: 21.354561856870077, MSE: 679.8773409145463, MAPE: 92.23%
Accuracy for South America and Product 842:
MAE: 16.774451853449428, MSE: 376.04604945616694, MAPE: 228.46%
Accuracy for South America and Product 843:
MAE: 15.865003979549158, MSE: 364.48278159771303, MAPE: 36.12%
Accuracy for South America and Product 844:
MAE: 11.46386737673573, MSE: 158.6218095561853, MAPE: 21.91%
Accuracy for South America and Product 845:
MAE: 9.957447234449821, MSE: 142.30484469581538, MAPE: 46.22%
Accuracy for South America and Product 846:
MAE: 12.29092115924423, MSE: 274.13451443215865, MAPE: 28.06%
Accuracy for South America and Product 847:
MAE: 12.614553793569087, MSE: 204.01390999079334, MAPE: 26.31%
Accuracy for South America and Product 848:
MAE: 9.495510000128865, MSE: 151.37737499176598, MAPE: 21.32%
Accuracy for South America and Product 849:
MAE: 14.173015619379303, MSE: 225.6133057657176, MAPE: 29.44%
Accuracy for South America and Product 850:
MAE: 20.900849870991244, MSE: 526.9429432828032, MAPE: 76.03%
Accuracy for South America and Product 851:
MAE: 8.644622221352353, MSE: 114.83192463507324, MAPE: 17.30%
Accuracy for South America and Product 852:
MAE: 13.648203178788943, MSE: 256.38226339630666, MAPE: 41.03%
Accuracy for South America and Product 853:
MAE: 15.310990109931172, MSE: 253.57266977861082, MAPE: 47.30%
Accuracy for South America and Product 854:
MAE: 11.209581462185145, MSE: 175.96004177762148, MAPE: 45.57%
Accuracy for South America and Product 855:
MAE: 14.731114110773424, MSE: 303.36767196410767, MAPE: 56.28%
Accuracy for South America and Product 856:
MAE: 8.140449291630791, MSE: 102.0068261570987, MAPE: 27.01%
Accuracy for South America and Product 857:
MAE: 15.980095283416437, MSE: 522.1550040528996, MAPE: 37.09%
Accuracy for South America and Product 858:
MAE: 13.41098696026732, MSE: 206.44988168345054, MAPE: 73.72%
Accuracy for South America and Product 859:
MAE: 12.956740914154016, MSE: 246.68306867787564, MAPE: 25.02%
Accuracy for South America and Product 860:
MAE: 11.891947004688694, MSE: 350.1491066675556, MAPE: 142.85%
Accuracy for South America and Product 861:
MAE: 15.385991615519412, MSE: 473.28666902007825, MAPE: 54.34%
Accuracy for South America and Product 862:
MAE: 13.74548459134814, MSE: 298.23403659679536, MAPE: 28.42%
Accuracy for South America and Product 863:
MAE: 18.37813960310447, MSE: 435.3592206742941, MAPE: 130.42%
Accuracy for South America and Product 864:
MAE: 12.803454167591685, MSE: 200.0550641080312, MAPE: 36.78%
Accuracy for South America and Product 865:
MAE: 9.146393354171002, MSE: 106.93712890686508, MAPE: 38.19%
Accuracy for South America and Product 866:
MAE: 6.760542611109277, MSE: 116.81535936227411, MAPE: 27.81%
Accuracy for South America and Product 867:
MAE: 14.623531585792586, MSE: 252.67711493184652, MAPE: 27.73%
Accuracy for South America and Product 868:
MAE: 9.82215635366163, MSE: 143.40491101089444, MAPE: 31.91%
Accuracy for South America and Product 869:
MAE: 15.324875219095693, MSE: 335.38047997055503, MAPE: 46.31%
Accuracy for South America and Product 870:
MAE: 14.7093961876441, MSE: 373.3546854223046, MAPE: 136.07%
Accuracy for South America and Product 871:
MAE: 26.185151942048968, MSE: 868.3485500570365, MAPE: 75.72%
Accuracy for South America and Product 872:
MAE: 12.898696159121974, MSE: 221.25327467209286, MAPE: 39.12%
Accuracy for South America and Product 873:
MAE: 17.231677847126228, MSE: 460.91618262060854, MAPE: 54.70%
Accuracy for South America and Product 874:
MAE: 16.59519553302307, MSE: 382.71794250658206, MAPE: 56.40%
Accuracy for South America and Product 875:
MAE: 11.24291752981149, MSE: 155.66055625192624, MAPE: 59.15%
Accuracy for South America and Product 876:
MAE: 14.278680246427507, MSE: 241.06674103341817, MAPE: 38.55%
Accuracy for South America and Product 877:
MAE: 13.378891816552294, MSE: 301.837455581743, MAPE: 64.39%
Accuracy for South America and Product 878:
MAE: 11.036590391566815, MSE: 143.9345391113183, MAPE: 23.36%
Accuracy for South America and Product 879:
MAE: 18.574639555971135, MSE: 422.60225558139007, MAPE: 43.83%
Accuracy for South America and Product 880:
MAE: 18.155242829315743, MSE: 552.6613991077891, MAPE: 43.08%
Accuracy for South America and Product 881:
MAE: 17.505876704217616, MSE: 355.2168149378522, MAPE: 66.93%
Accuracy for South America and Product 882:
MAE: 6.499882551215862, MSE: 74.80743610656205, MAPE: 16.74%
Accuracy for South America and Product 883:
MAE: 10.012361963745198, MSE: 153.22902916491606, MAPE: 49.53%
Accuracy for South America and Product 884:
MAE: 8.487219640365748, MSE: 124.096288640591, MAPE: 19.03%
Accuracy for South America and Product 885:
MAE: 15.531006855434754, MSE: 509.06816964456067, MAPE: 29.41%
Accuracy for South America and Product 886:
MAE: 4.8901208272819305, MSE: 37.205185889718074, MAPE: 16.25%
Accuracy for South America and Product 887:
MAE: 10.431506957567048, MSE: 130.92623236162495, MAPE: 39.82%
Accuracy for South America and Product 888:
MAE: 15.624667482731075, MSE: 424.5354912033129, MAPE: 59.14%
Accuracy for South America and Product 889:
MAE: 12.067754977259252, MSE: 237.11890246757648, MAPE: 36.18%
Accuracy for South America and Product 890:
MAE: 9.432579677791834, MSE: 187.0418100333371, MAPE: 17.59%
Accuracy for South America and Product 891:
MAE: 9.998870185637374, MSE: 130.6400647788534, MAPE: 30.82%
Accuracy for South America and Product 892:
MAE: 19.12290719826687, MSE: 398.9693959298843, MAPE: 68.61%
Accuracy for South America and Product 893:
MAE: 17.556011812109432, MSE: 419.15328372901115, MAPE: 82.20%
Accuracy for South America and Product 894:
MAE: 11.33519119696585, MSE: 160.40504275418056, MAPE: 34.17%
Accuracy for South America and Product 895:
MAE: 7.039699640957238, MSE: 104.15960893269698, MAPE: 21.15%
Accuracy for South America and Product 896:
MAE: 20.127469241879496, MSE: 510.02009189673464, MAPE: 52.85%
Accuracy for South America and Product 897:
MAE: 21.048228540162174, MSE: 720.3729617449508, MAPE: 94.90%
Accuracy for South America and Product 898:
MAE: 19.009799042588735, MSE: 554.8312401648686, MAPE: 43.53%
Accuracy for South America and Product 899:
MAE: 8.522671176860989, MSE: 95.95337098677548, MAPE: 18.95%
Accuracy for South America and Product 900:
MAE: 8.435037170435155, MSE: 92.43161079113061, MAPE: 23.98%
Accuracy for South America and Product 901:
MAE: 20.66722190361658, MSE: 581.0919041305066, MAPE: 62.95%
Accuracy for South America and Product 902:
MAE: 13.090289443456651, MSE: 197.27762180924918, MAPE: 48.44%
Accuracy for South America and Product 903:
MAE: 14.395216209705898, MSE: 247.77342530504976, MAPE: 27.36%
Accuracy for South America and Product 904:
MAE: 16.205427791405395, MSE: 362.60438171833835, MAPE: 53.06%
Accuracy for South America and Product 905:
MAE: 17.65700728705804, MSE: 395.30232301599324, MAPE: 45.55%
Accuracy for South America and Product 906:
MAE: 15.040146000429548, MSE: 248.8616575110364, MAPE: 83.12%
Accuracy for South America and Product 907:
MAE: 13.282861809841503, MSE: 207.33097127775082, MAPE: 43.28%
Accuracy for South America and Product 908:
MAE: 7.733952825560154, MSE: 94.22158044656936, MAPE: 28.84%
Accuracy for South America and Product 909:
MAE: 16.215023581894787, MSE: 283.2313689375469, MAPE: 37.82%
Accuracy for South America and Product 910:
MAE: 13.925880128864952, MSE: 239.95806336487013, MAPE: 58.16%
Accuracy for South America and Product 911:
MAE: 8.73213193049384, MSE: 114.88838947823282, MAPE: 48.36%
Accuracy for South America and Product 912:
MAE: 19.453118455881803, MSE: 577.0149999427625, MAPE: 105.10%
Accuracy for South America and Product 913:
MAE: 10.777303311101099, MSE: 123.86008981799709, MAPE: 25.83%
Accuracy for South America and Product 914:
MAE: 13.51521679627071, MSE: 315.9115190008728, MAPE: 35.62%
Accuracy for South America and Product 915:
MAE: 9.823244253188953, MSE: 151.58949084248835, MAPE: 27.30%
Accuracy for South America and Product 916:
MAE: 12.710602728475873, MSE: 245.24048369379412, MAPE: 136.20%
Accuracy for South America and Product 917:
MAE: 7.576751513625348, MSE: 76.33582557650814, MAPE: 16.39%
Accuracy for South America and Product 918:
MAE: 12.033982371682667, MSE: 157.48931790097066, MAPE: 28.49%
Accuracy for South America and Product 919:
MAE: 6.081732163051564, MSE: 57.66538418840141, MAPE: 12.46%
Accuracy for South America and Product 920:
MAE: 15.107348144569102, MSE: 306.4359810511063, MAPE: 33.91%
Accuracy for South America and Product 921:
MAE: 12.358729236567815, MSE: 233.96584874326112, MAPE: 38.62%
Accuracy for South America and Product 922:
MAE: 16.933280063858, MSE: 446.161619908121, MAPE: 62.31%
Accuracy for South America and Product 923:
MAE: 9.444986798880654, MSE: 142.48882103805445, MAPE: 23.92%
Accuracy for South America and Product 924:
MAE: 9.453430603813526, MSE: 147.40302457984902, MAPE: 36.16%
Accuracy for South America and Product 925:
MAE: 14.074845597368773, MSE: 293.18725696024114, MAPE: 29.78%
Accuracy for South America and Product 926:
MAE: 10.467175795772498, MSE: 138.36491157169604, MAPE: 23.47%
Accuracy for South America and Product 927:
MAE: 24.82038655775941, MSE: 967.4074282360409, MAPE: 51.42%
Accuracy for South America and Product 928:
MAE: 17.861060766380106, MSE: 590.7626118413148, MAPE: 283.74%
Accuracy for South America and Product 929:
MAE: 6.544229733363991, MSE: 70.08914659671962, MAPE: 31.32%
Accuracy for South America and Product 930:
MAE: 15.129497035530743, MSE: 292.86828715634744, MAPE: 63.51%
Accuracy for South America and Product 931:
MAE: 21.594024384833194, MSE: 779.7731206107752, MAPE: 50.79%
Accuracy for South America and Product 932:
MAE: 10.458487117253512, MSE: 154.45058713660669, MAPE: 27.96%
Accuracy for South America and Product 933:
MAE: 19.632444388328192, MSE: 560.5755190249035, MAPE: 78.51%
Accuracy for South America and Product 934:
MAE: 9.256865207604813, MSE: 131.8166893211308, MAPE: 19.30%
Accuracy for South America and Product 935:
MAE: 9.715897247301767, MSE: 165.8925978737491, MAPE: 27.57%
Accuracy for South America and Product 936:
MAE: 20.381060575543266, MSE: 498.2540337278002, MAPE: 51.92%
Accuracy for South America and Product 937:
MAE: 18.675484849605603, MSE: 434.00635343101584, MAPE: 40.59%
Accuracy for South America and Product 938:
MAE: 4.853810185009735, MSE: 31.66908028142176, MAPE: 10.87%
Accuracy for South America and Product 939:
MAE: 13.426947234859767, MSE: 201.30277939128078, MAPE: 41.47%
Accuracy for South America and Product 940:
MAE: 8.110140958507795, MSE: 102.56775130561121, MAPE: 20.39%
Accuracy for South America and Product 941:
MAE: 9.957025259000751, MSE: 129.59906346424322, MAPE: 33.34%
Accuracy for South America and Product 942:
MAE: 15.237443816196215, MSE: 260.8519766011824, MAPE: 40.74%
Accuracy for South America and Product 943:
MAE: 12.719795278743728, MSE: 224.8330751683722, MAPE: 65.24%
Accuracy for South America and Product 944:
MAE: 14.272212297573938, MSE: 287.6424416755798, MAPE: 233.20%
Accuracy for South America and Product 945:
MAE: 12.1351309623704, MSE: 215.40719506741283, MAPE: 36.27%
Accuracy for South America and Product 946:
MAE: 9.82182687841707, MSE: 129.15439513945933, MAPE: 56.61%
Accuracy for South America and Product 947:
MAE: 9.037321764590155, MSE: 125.94693925715585, MAPE: 28.02%
Accuracy for South America and Product 948:
MAE: 11.080234625947956, MSE: 233.96934299354217, MAPE: 57.42%
Accuracy for South America and Product 949:
MAE: 17.625371203236238, MSE: 590.6208823892763, MAPE: 39.45%
Accuracy for South America and Product 950:
MAE: 15.375410327868787, MSE: 297.2130447874405, MAPE: 57.79%
Accuracy for South America and Product 951:
MAE: 13.130170479628372, MSE: 278.24180472351685, MAPE: 41.04%
Accuracy for South America and Product 952:
MAE: 5.7250587356059395, MSE: 49.28555502975458, MAPE: 12.65%
Accuracy for South America and Product 953:
MAE: 10.776754390504228, MSE: 120.06260294898911, MAPE: 39.76%
Accuracy for South America and Product 954:
MAE: 12.290417218625805, MSE: 241.4039545724459, MAPE: 37.28%
Accuracy for South America and Product 955:
MAE: 8.282385274957637, MSE: 82.84222045980016, MAPE: 15.80%
Accuracy for South America and Product 956:
MAE: 5.933467309941152, MSE: 60.46677607423843, MAPE: 17.69%
Accuracy for South America and Product 957:
MAE: 14.599700121848832, MSE: 337.12173594957204, MAPE: 33.66%
Accuracy for South America and Product 958:
MAE: 7.236876013523984, MSE: 61.660067281441265, MAPE: 22.65%
Accuracy for South America and Product 959:
MAE: 12.581821750560266, MSE: 199.96978512495554, MAPE: 57.66%
Accuracy for South America and Product 960:
MAE: 12.116917206652147, MSE: 241.40218441636748, MAPE: 29.21%
Accuracy for South America and Product 961:
MAE: 8.573052922706225, MSE: 117.87350123237229, MAPE: 26.63%
Accuracy for South America and Product 962:
MAE: 8.057041227368263, MSE: 112.6406519424085, MAPE: 26.51%
Accuracy for South America and Product 963:
MAE: 10.18367939863175, MSE: 114.80286098646943, MAPE: 30.86%
Accuracy for South America and Product 964:
MAE: 11.130300872596745, MSE: 224.1015423160913, MAPE: 22.00%
Accuracy for South America and Product 965:
MAE: 7.461320236155198, MSE: 80.34400000113249, MAPE: 19.96%
Accuracy for South America and Product 966:
MAE: 17.036550124061797, MSE: 483.58801199734006, MAPE: 66.04%
Accuracy for South America and Product 967:
MAE: 10.998497574375723, MSE: 148.58422538273592, MAPE: 31.04%
Accuracy for South America and Product 968:
MAE: 11.570944673559447, MSE: 234.71002751814186, MAPE: 42.28%
Accuracy for South America and Product 969:
MAE: 3.8652028023737244, MSE: 21.813284346514497, MAPE: 8.93%
Accuracy for South America and Product 970:
MAE: 16.741982114796215, MSE: 430.829697578317, MAPE: 61.21%
Accuracy for South America and Product 971:
MAE: 13.574151511385958, MSE: 305.0971803166991, MAPE: 73.21%
Accuracy for South America and Product 972:
MAE: 11.63371302548124, MSE: 162.53168610592328, MAPE: 33.60%
Accuracy for South America and Product 973:
MAE: 14.194850042289778, MSE: 268.12324030093384, MAPE: 73.74%
Accuracy for South America and Product 974:
MAE: 12.486791974081218, MSE: 199.4237499729148, MAPE: 33.41%
Accuracy for South America and Product 975:
MAE: 14.584979309544588, MSE: 269.16710363809443, MAPE: 33.52%
Accuracy for South America and Product 976:
MAE: 6.750829418945318, MSE: 109.12472031171755, MAPE: 18.96%
Accuracy for South America and Product 977:
MAE: 13.695063114791859, MSE: 237.4697882755187, MAPE: 35.34%
Accuracy for South America and Product 978:
MAE: 12.079008956531704, MSE: 156.08949421234485, MAPE: 51.47%
Accuracy for South America and Product 979:
MAE: 9.092241502698668, MSE: 145.7309020539014, MAPE: 17.54%
Accuracy for South America and Product 980:
MAE: 10.730251785981293, MSE: 174.266817371764, MAPE: 22.05%
Accuracy for South America and Product 981:
MAE: 12.225417658855694, MSE: 197.53894402481836, MAPE: 39.57%
Accuracy for South America and Product 982:
MAE: 13.413663822395742, MSE: 256.00116680133243, MAPE: 41.67%
Accuracy for South America and Product 983:
MAE: 7.541044814625572, MSE: 139.60828636014153, MAPE: 25.80%
Accuracy for South America and Product 984:
MAE: 11.735550057635427, MSE: 168.8800502504565, MAPE: 34.62%
Accuracy for South America and Product 985:
MAE: 14.704069303567604, MSE: 291.04132637296095, MAPE: 47.53%
Accuracy for South America and Product 986:
MAE: 17.683813570069532, MSE: 474.3123952455447, MAPE: 67.19%
Accuracy for South America and Product 987:
MAE: 10.29892591549854, MSE: 112.01631483330782, MAPE: 33.13%
Accuracy for South America and Product 988:
MAE: 10.994660871272384, MSE: 162.3473539762637, MAPE: 42.32%
Accuracy for South America and Product 989:
MAE: 10.164177003582274, MSE: 144.8566876852888, MAPE: 33.83%
Accuracy for South America and Product 990:
MAE: 17.73289427220692, MSE: 416.73764835968325, MAPE: 90.13%
Accuracy for South America and Product 991:
MAE: 12.410895216227992, MSE: 196.6854735119254, MAPE: 44.48%
Accuracy for South America and Product 992:
MAE: 20.937879106826564, MSE: 493.2703699976176, MAPE: 49.35%
Accuracy for South America and Product 993:
MAE: 11.398383716705762, MSE: 233.00105346823483, MAPE: 32.13%
Accuracy for South America and Product 994:
MAE: 15.391875619038762, MSE: 339.1400893588786, MAPE: 28.61%
Accuracy for South America and Product 995:
MAE: 11.384489496250781, MSE: 142.87887605131988, MAPE: 28.91%
Accuracy for South America and Product 996:
MAE: 10.232768142290428, MSE: 139.63802665675786, MAPE: 32.40%
Accuracy for South America and Product 997:
MAE: 14.399226037638934, MSE: 291.39535550301946, MAPE: 73.00%
Accuracy for South America and Product 998:
MAE: 20.110633298169926, MSE: 446.84436597408785, MAPE: 74.07%
Accuracy for South America and Product 999:
MAE: 14.15348453434774, MSE: 406.34263648132276, MAPE: 32.03%
In [ ]: